49 companies sell AI to supply chain, planning and operations teams. This map shows what each one sells across the five stages of supply chain planning, and 102 dated events since May 2025: 74 product launches, 33 of them agents that do multi-step work or run on their own. Each event links to its source.
We read each company’s own site, press releases and changelogs, and the trade press, between 7 November 2026, and logged what shipped between 1 May 2025 and 7 November 2026. Nothing here is a ranking: a launch count measures how much a company announces, not how good its product is.
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Plan demand, supply, inventory and S&OP in one suite, now with planning agents.
Forecast demand and set stock levels and reorders, with machine learning at the core.
Run the plant's materials, orders and production plan, with AI added to planning and scheduling.
Model the network and test decisions before making them, with optimization and AI agents.
Finance and connected-planning platforms that model headcount, quotas or supply alongside the budget, now with AI forecasts and agents.
Five things the data shows, from 49 companies and 74 AI launches between May 2025 and early November 2026. Every claim links to its source.
Of the 74 AI launches, 33 (45%) are agents or always-on AI, and 18 companies have shipped at least one. Always-on AI runs without a prompt and watches the plan continuously. OMP's UnisonIQ runs always-on agents, and a person directs them and sets how far they act alone. ToolsGroup's Decion monitors supply chain conditions and executes approved actions within guardrails. A person defines the guardrails and approves actions beyond them. In Logility's Orchestration Center, agents evaluate, decide and execute within guardrails, and a person sets the guardrails and handles escalated cases.
Customers can also build their own agents. Kinaxis launched Maestro Agent Studio, a no-code builder for supply chain teams, in February 2026. OMP added an agent library and studio in November 2026.
Most of the agent and always-on launches name the role a person keeps. In many of them, that role is approval. StockIQ's Edison can create purchase orders and adjust planning parameters. The team reviews and approves each action before Edison executes it. At Flieber, a person approves each decision that commits cash. Anaplan's Supply Chain Analyst surfaces risks and opportunities and runs scenarios, and a person approves changes before the agent executes them. Syspro's Torque, in beta, lets the customer choose how much to delegate, from approving every action to letting Torque run trusted workflows.
Planning AI also comes from the ERP. The 11 ERP and MRP vendors on the map made 19 of the 74 AI launches, and 4 of them shipped an agent or always-on launch. Katana now turns sales history into a 12-month demand forecast and a draft purchase or manufacturing order. Epicor added an MRP Log Agent that analyzes MRP output logs, so users can see why MRP made its recommendations. Acumatica's 2026 R2 release added AI agents built from plain instructions, MCP servers for outside AI tools and a new advanced planning and scheduling engine. Infor says its Industry AI agent library passed 100 agents in April 2026. Fulcrum made Builder available to every customer. A customer types what it wants, and Builder makes an app on live data.
Two planning vendors reported large speedups from NVIDIA's cuOpt solver on GPUs. o9 says cuOpt on B200 GPUs solved a production-representative linear program of about 30 million variables in 57.4 seconds, against 661.7 seconds on a CPU solver. o9 says clients can access it today for linear programs. The mixed-integer solver is still under development. Kinaxis is at an earlier stage, and its result is a preview. In testing on a semiconductor planning model with nearly 50 million decision variables, Kinaxis cut total calculation time by up to 12 times, from more than three hours to about 17 minutes. The release gives no availability date.
Kinaxis announced a partnership with Workday in September 2025. The two will combine an AI-enabled, agentic framework across Maestro and Workday Adaptive Planning. Kinaxis says customers see the finance and workforce impact of supply chain events in real time. Anaplan, Board and Pigment, the business planning platforms on this map, also appear on our workforce planning map. Anaplan announced its acquisition of Syrup Tech, an AI-native supply chain platform for retailers and inventory-intensive businesses.
Deals also tied planning to execution. Aptean bought OpsVeda, an AI-powered operations command center, to add an agentic execution layer to Logility's planning software. One suite changed hands. WiseTech Global completed its acquisition of e2open in August 2025, at an enterprise value of $2.1 billion.
How many companies in each category sell each AI capability today, read from their own sites. Darker cells mean a larger share of the category sells it. Hover a cell for the count.
| Capability | All | Supply chain planning suites | Demand forecasting and inventory | Manufacturing ERP and MRP | Decision intelligence and network design | Business planning platforms |
|---|---|---|---|---|---|---|
| Companies | 49 | 13 | 15 | 11 | 7 | 3 |
| Named agent | 36 | 10 | 12 | 7 | 4 | 3 |
| Assistant | 35 | 11 | 10 | 11 | 3 | |
| Inventory optimization | 32 | 12 | 15 | 2 | 2 | 1 |
| AI demand forecasting | 31 | 13 | 13 | 2 | 2 | 1 |
| Supply planning | 28 | 13 | 6 | 4 | 2 | 3 |
| Scenario planning | 27 | 12 | 6 | 2 | 4 | 3 |
| S&OP and IBP | 22 | 11 | 6 | 2 | 3 | |
| Replenishment | 20 | 2 | 14 | 2 | 2 | |
| Production scheduling | 17 | 8 | 3 | 6 | ||
| Planning analytics | 16 | 6 | 5 | 3 | 1 | 1 |
| MCP or agent API | 16 | 4 | 8 | 3 | 1 | |
| Disruption sensing | 15 | 5 | 1 | 3 | 4 | 2 |
| Demand sensing | 9 | 4 | 3 | 1 | 1 | |
| MRP | 8 | 1 | 6 | 1 | ||
| Network design | 3 | 3 |
The launches where the AI does more than draft or suggest: 33 in the window, 6 of them always-on. Each row says what a person still does, where the vendor says it.
| Date | Company | Launch |
|---|---|---|
| 3 Nov 2026 | OMP Unison PlanningSupply chain planning suites | OMP adds an Agent Library and Agent Studio to UnisonIQ Agent OMP extended UnisonIQ with ready-to-deploy agents and a studio where companies build their own. Agents run on the Unison Planning optimization engines and produce executable plans. Bekaert is named as an early adopter. Human role: sets what each agent may decide, execute or escalate |
| 2 Nov 2026 | RELEX SolutionsDemand forecasting and inventory | RELEX adds agentic operating capabilities to RELEX Open Agent preview RELEX unveiled agentic operating capabilities under RELEX Open: built-in agents on a unified data model, extension through APIs and MCP (stated as coming), and orchestration where agents "share context and coordinate recommendations", with human oversight. Human role: Oversees how agents access data, recommend and act |
| 28 Oct 2026 | FlieberDemand forecasting and inventory | Flieber repositions as the inventory layer for AI agents Agent Flieber said it rebuilt its product as the data and planning layer under AI tools: live data from every channel, a business context layer, a planning engine, and workflows that carry out what a team approves, reachable by MCP and API from Claude and ChatGPT. Human role: Approves each decision that commits cash |
| 26 Oct 2026 | Oracle Fusion Cloud Supply Chain PlanningSupply chain planning suites | Oracle introduces Claw-powered Supply Planning Allocation Agent announced Oracle introduced a Claw-powered Supply Planning Allocation application that evaluates how to distribute limited materials and production capacity across competing demands and prepares plans for employees to review and approve. The coverage gives no release date or pricing. Human role: reviews and approves the allocation plans |
| 8 Oct 2026 | StockIQDemand forecasting and inventory | StockIQ launches Edison, an AI supply chain agent Agent StockIQ launched Edison, an AI agent built into its planning software. It answers plain-English questions and can create purchase orders, adjust planning parameters and update priorities after the team reviews each action. Human role: Reviews and approves each action before Edison executes it |
| 6 Oct 2026 | Infor Supply Chain PlanningSupply chain planning suites | Infor adds a Supply Chain Planning Insights Agent in release 2026.10 Agent announced The 2026.10 release adds an Insights Agent for Infor Supply Chain Planning that answers questions about the active production schedule, and a supply chain agent that adjusts planning decisions against live demand, supply and inventory signals. Infor says its industry agents work inside governed approval workflows. Human role: approves changes at decision points in governed workflows |
| 6 Oct 2026 | Infor CloudSuite IndustrialManufacturing ERP and MRP | Infor unveils expanded Industry AI architecture and next Velocity Suite Agent Infor unveiled its Industry AI architecture with more Industry AI agents, personalized adaptive user experiences, enterprise governance models and a Knowledge Hub for building custom agents now open to general availability. Human role: Approves agent actions through human-approval workflows |
| 1 Oct 2026 | Acumatica Manufacturing EditionManufacturing ERP and MRP | Acumatica 2026 R2 brings AI agents, MCP servers and new APS Agent 2026 R2 added AI agents built from plain instructions that can start from business events and hand work to each other, MCP servers for external AI tools, and for manufacturers an Advanced Planning and Scheduling engine with per-work-center finite or infinite scheduling to the minute. Human role: Writes the agent instructions; MCP access is read-only |
| 24 Sep 2026 | Odoo ManufacturingManufacturing ERP and MRP | Odoo 20 lets an AI agent run processes and adds AI min-max stock Agent Odoo 20 lets users automate a process by telling an AI agent what to do in plain language; the agent explains its plan first. An outside AI tool can connect to the database and read and write data under the user's access rights. Odoo calculates minimum and maximum stock levels from the last 30 days of sales and drafts the purchase order. Manufacturing adds side-by-side BOM comparison and Gantt rescheduling. Human role: reads the agent's explanation before the process goes live |
| 2 Sep 2026 | SYSPROManufacturing ERP and MRP | Syspro launches Torque, an industrial AI agent platform Agent beta Syspro Torque 'detects operational problems, recommends the next step and takes approved action' inside the systems manufacturers already run, with each recommendation showing its reasoning. It connects to SCADA, MES and warehouse systems 'through MCP connectors'. It entered a controlled availability program in August 2026, ahead of a public showing at IMTS. Human role: chooses how much to delegate, from approving every action to letting Torque run trusted workflows; defines which decisions it recommends or acts on |
| 31 Aug 2026 | Infor CloudSuite IndustrialManufacturing ERP and MRP | Infor introduces Velocity Suite on CloudSuite Industrial Enterprise at IMTS Agent Velocity Suite packages Industry AI Agents (from quoting and scheduling to service execution), Agent Orchestration and Agent Factory on Infor's multitenant cloud for industrial manufacturers, with prescriptive AI use-case packs. Human role: Not stated; agents act inside the shop's existing workflow |
| 31 Aug 2026 | Aera TechnologyDecision intelligence and network design | Aera adds Decision Ledger, Policy Management, Aera Builds and agent interoperability Agent announced Aera's blog describes four additions: a Decision Ledger that records why each decision was made, policy rules applied at decision time, Aera Builds (describe an outcome in plain language and Aera builds a governed Aera Skill), and two-way A2A and MCP links to other agents and assistants such as Microsoft Copilot. Human role: describes the outcome in plain language |
| 12 Aug 2026 | ketteQSupply chain planning suites | ketteQ launches Quintus Agent Quintus is a free-form planning AI that answers any planning question with code it generates and runs on the fly and tests scenarios with PolymatiQ. It deploys above existing planning systems in four to eight weeks. Human role: can override the AI's decisions |
| 30 Jun 2026 | AnaplanBusiness planning platforms | Anaplan announces the Agentic Enterprise, with supply chain agent suites due by year end Agent announced Anaplan introduced the Agentic Enterprise, an AI-driven decision infrastructure. It expects to deliver complete suites of domain-specific, skills-based agents for supply chain, plus HR and sales, by the end of 2026, after the CFO agents in October. Human role: people stay in the loop; Anaplan says the model 'combines the best of humans and agents' |
| 29 Jun 2026 | Oracle Fusion Cloud Supply Chain PlanningSupply chain planning suites | Oracle adds inventory optimization and an inventory agentic application to Cloud SCM Agent Oracle added multi-echelon inventory optimization that sets safety stock targets across the network, an Inventory Optimization Advisor Agent, and the Inventory Planning Command Center agentic application. Oracle says they are available now. Human role: handles exceptions and decisions that need human judgment |
| 24 Jun 2026 | BoardBusiness planning platforms | Board introduces the Supply Chain Agent and Merchandiser Agent Always-on Board announced the availability of its Supply Chain Agent, which helps organizations 'move from reactive supply chain management toward more proactive and resilient decision-making' by 'continuously evaluating changing business conditions and surfacing recommended actions'. A Merchandiser Agent was announced with it. Human role: remains in control of approvals, trade-offs and material business decisions |
| 3 Jun 2026 | OptilogicDecision intelligence and network design | Optilogic launches Ada, an agentic AI system for supply chain design Agent Optilogic announced general availability of Ada, which can cleanse and enrich data, build baseline models, analyze scenarios and deploy insights, through a chat interface built into its platform. More than 40 customers validated it in an early adopter program. Human role: owns the strategy, validates every output and makes the final call |
| 27 May 2026 | ToolsGroupDemand forecasting and inventory | ToolsGroup launches Decion, an agentic AI platform Always-on ToolsGroup launched Decion at its Engage conference in Milan. It continuously monitors supply chain conditions, evaluates risk, recommends corrective actions and executes approved actions within human-defined guardrails. Human role: Defines the guardrails and approves actions beyond them |
| 6 May 2026 | IntuendiDemand forecasting and inventory | Intuendi makes Symphonie agentic Agent Intuendi announced the next evolution of Symphonie, an in-app agentic assistant for forecasting, inventory, procurement and planning that can execute tasks such as tuning forecasts or supplier lead times with the user's approval. Human role: Approves each task Symphonie proposes |
| 4 May 2026 | Aera TechnologyDecision intelligence and network design | Aera introduces agentic reasoning for enterprise decisions Agent announced Aera introduced agentic reasoning that lets users 'move from a question to a validated action in a single conversation'. It lists Automatic Discovery, Business Reasoning, Adjacent Risk and Opportunity Detection, Enterprise Context Awareness, Governed Execution and Handoff, and Continuous Learning. Human role: approves actions where the governance settings require it |
| 28 Apr 2026 | Logility Supply Chain Management SuiteSupply chain planning suites | Logility launches Orchestration Center Always-on An agentic AI layer unifies planning, production, supplier management and transportation. Agents evaluate, decide and execute within guardrails, and the layer can manage third-party systems. Human role: sets the guardrails and handles escalated cases |
| 22 Apr 2026 | Infor CloudSuite IndustrialManufacturing ERP and MRP | Infor Industry AI grows to 100+ agents with an Agentic Orchestrator Agent Infor's April 2026 release expanded its Industry AI Agent library to more than 100 agents and upgraded the Agentic Orchestrator with supervisor-led coordination, native MCP connectivity to Infor and non-Infor systems, and observability into agent reasoning. Human role: Reviews agent reasoning before agents go to production |
| 7 Apr 2026 | Logility Supply Chain Management SuiteSupply chain planning suites | Logility DemandAI+ ships prebuilt agents on Aptean AppCentral Agent DemandAI+ now comes with prebuilt agents that review forecast accuracy, retrieve history and forecasts, detect trends and flag model training needs. Each agent can run on its own or with a planner in the loop. Human role: decides where an agent acts alone and where a planner steps in |
| 11 Mar 2026 | Blue YonderSupply chain planning suites | Blue Yonder adds manufacturing and retail planning agents and an Orchestrator app Agent announced Blue Yonder said new manufacturing agents 'boost planner productivity by automating issue detection and resolution across demand, supply, and inventory plans', with a natural-language orchestrator for scenario generation and comparison, enhanced Merchandise Financial Planning and Assortment Planning agents, and an Orchestrator mobile app. Human role: acts on the agents' briefs and prioritized actions |
| 3 Mar 2026 | OMP Unison PlanningSupply chain planning suites | OMP unveils Unison Decision-Centric Planning Always-on announced A new approach built on UnisonIQ uses event-driven agents that assess opportunities and risks continuously and tie decisions to strategic and financial goals. Human role: applies judgment to the scenarios the agents raise |
| 25 Feb 2026 | ketteQSupply chain planning suites | ketteQ makes Intelligent Digital Planning Agents generally available Always-on PolymatiQ-powered agents run on top of SAP IBP, Oracle, Kinaxis, Blue Yonder, o9, Logility or on ketteQ itself, and watch demand, supply and inventory continuously. Human role: not stated; the release says decisions are governed and explainable |
| 10 Feb 2026 | Oracle Fusion Cloud Supply Chain PlanningSupply chain planning suites | Oracle adds planning agents to Fusion Cloud SCM Agent Oracle announced prebuilt agents built with AI Agent Studio, including a Planning Cycle Agent that retrieves, assigns and updates planning tasks and a Planning Measure Expression Agent that turns business questions into planning calculations. Oracle says they carry no additional cost. Human role: reviews task assignments and the calculations the agent drafts |
| 5 Feb 2026 | Kinaxis MaestroSupply chain planning suites | Kinaxis introduces Maestro Agent Studio Agent A no-code builder lets supply chain teams compose their own AI agents on Maestro data, workflows and tools. It works with OpenAI GPT and Google Gemini. Kinaxis plans orchestrator agents later in 2026. Human role: builds each agent and keeps human-in-the-loop oversight |
| 21 Jan 2026 | John Galt SolutionsSupply chain planning suites | John Galt announces agentic AI in Atlas Agent John Galt announced the availability of agentic AI in its Atlas Planning Platform. It gives explainable recommendations that teams can review, approve or override at any time. Human role: reviews, approves or overrides each recommendation |
| 9 Dec 2025 | AnaplanBusiness planning platforms | Anaplan launches the Supply Chain Analyst agent Agent Anaplan introduced role-based AI agents, including the Supply Chain Analyst, which 'surfaces risks and opportunities, runs scenarios, enables end-to-end visibility' and coordinates demand and supply planning. The release says the agents are 'now available to customers'. Human role: approves changes before the agent executes them |
| 21 Oct 2025 | Microsoft Dynamics 365 Supply Chain ManagementManufacturing ERP and MRP | Microsoft previews an agent-ready roadmap for Finance and Supply Chain Agent announced At a roadmap session Microsoft leaders previewed a catalog of AI agents for Dynamics 365 Finance and Supply Chain, from demand forecasting to procurement and reconciliation, and described the next phase as agentic work. Human role: Not stated; roadmap preview only |
| 2 Oct 2025 | OMP Unison PlanningSupply chain planning suites | OMP launches UnisonIQ Always-on UnisonIQ is an AI orchestration framework inside Unison Planning, with always-on agents, the Unison Companion generative AI assistant and optimization engines. Human role: directs the agents and sets how far they act alone |
| 11 Jun 2025 | Aera TechnologyDecision intelligence and network design | Aera adds agentic AI: build Aera Skills with embedded agents Agent announced At AeraHUB 25 London, Aera announced a wave of agentic AI: users build Aera Skills with embedded AI agents that reason and act on natural language instructions, an enhanced Aera Chat, and a Smart Data Wizard that classifies and prepares uploaded data. Human role: writes the plain-language instructions for each skill |
Core means the product is built on that stage of supply chain planning. Partial means the stage is present, secondary or bolted on. An empty cell means we did not find it on the company’s own site, not that it cannot exist. Open a row for its AI and its dated updates.
| Company | What it does | Demand | Supply | Inventory | S&OP | Respond | Updates |
|---|---|---|---|---|---|---|---|
Supply chain planning suites13 | |||||||
| Kinaxis MaestroSupply chain planning suitesManufacturingPublic company (TSX: KXS). Its March 2026 release says it supports more than 400 global enterprises.Suggest an edit | Kinaxis calls Maestro "the only AI-infused end-to-end supply chain platform." Supply chain planning teams use it for demand, supply, inventory and S&OP plans, and for scenario work on one concurrent model. Its AI is Maestro Agents, prebuilt agents inside live plans, plus Maestro Agent Studio, a no-code builder for custom agents. Planners stay in the loop on each recommended action.AI and updates (4)Maestro Agents (launched October 2025) analyze live planning data, flag issues and recommend next-best actions with human-in-the-loop guardrails. Maestro Agent Studio (February 2026) lets teams compose custom agents on OpenAI GPT and Google Gemini. Kinaxis also runs GPU-accelerated optimization with NVIDIA cuOpt. AI capabilities: Named agent, Planning analytics, Assistant, AI demand forecasting, Inventory optimization, Disruption sensing, Scenario planning, S&OP and IBP, Supply planning Industry pages list aerospace and defense, automotive, high-tech, industrial and life sciences; retail is not listed.
| Core | Core | Core | Core | Core | 4 |
| Oracle Fusion Cloud Supply Chain PlanningSupply chain planning suitesManufacturingProduct line of Oracle, a public enterprise software company. Oracle's planning page cites customers such as Milwaukee Tool, Wolseley and Zebra.Suggest an edit | Oracle Fusion Cloud Supply Chain Planning "combines demand insights, supply constraints, and stakeholder input to align product, demand, supply, workforce, and sales plans." Planners use it for demand, supply, S&OP and collaboration inside Oracle Fusion Cloud SCM. Its AI is embedded planning agents and Fusion Agentic Applications such as Inventory Planning Command Center.AI and updates (3)Embedded agents (February 2026) include a Planning Cycle Agent and a Planning Measure Expression Agent. In June 2026 Oracle added multi-echelon inventory optimization, an Inventory Optimization Advisor Agent and an Inventory Planning Command Center. In October 2026 a Claw-powered Supply Planning Allocation application compares allocation scenarios for team approval. AI capabilities: Named agent, Planning analytics, AI demand forecasting, Inventory optimization, Replenishment, Scenario planning, Production scheduling, S&OP and IBP, Supply planning Planning page covers production scheduling and shop floor schedules; Milwaukee Tool is shown as a manufacturing customer.
| Core | Core | Core | Core | Partial | 3 |
| SAP Integrated Business PlanningSupply chain planning suitesProduct line of SAP, a public enterprise software company. SAP says it has over 30 specialized agents and more than 2,500 Joule Skills across its portfolio.Suggest an edit | SAP Integrated Business Planning (SAP IBP) is SAP's cloud suite for demand, supply, inventory and S&OP planning. Supply chain planners use it with SAP and non-SAP data. Its AI is Joule, SAP's assistant, plus embedded generative AI that explains forecasts, optimizer runs and safety stock. SAP's learning site describes planning agents as the product direction.AI and updates (4)Joule-powered features in IBP include AI-assisted forecast results analysis, AI-assisted supply optimization analysis (general availability January 2026), AI-assisted inventory optimization analysis, MRO inventory analysis and an Excel add-in that writes IBP formulas from plain language. SAP Learning names four agent focus areas for IBP, including a planning area configuration agent, as the product vision. AI capabilities: Planning analytics, Assistant, AI demand forecasting, Inventory optimization, Scenario planning, S&OP and IBP, Supply planning No industry flag is set.
| Core | Core | Core | Core | Partial | 4 |
| Blue YonderSupply chain planning suitesManufacturingRetail and e-commerceOwned by PanasonicSuggest an edit | Blue Yonder sells "AI-powered, end-to-end supply chain management solutions on a common data cloud." Its Cognitive Planning portfolio covers integrated business planning, demand, supply, inventory, replenishment, and production planning and scheduling for manufacturers, retailers and distributors. Its AI is domain agents (Inventory Ops, manufacturing and retail planning agents) and an Orchestrator app.AI and updates (4)Agents launched at ICON 2025 include an Inventory Ops Agent that finds root causes of shortages and suggests fixes. In 2026 Blue Yonder added manufacturing and retail planning agents and an Orchestrator mobile app. A Model Training Factory built with NVIDIA Nemotron is meant to train agents on supply chain work. The 2026.2 release adds Intelligent Inventory Operations and Gross-to-Net Impact. AI capabilities: Named agent, Assistant, AI demand forecasting, Inventory optimization, Replenishment, Disruption sensing, Scenario planning, Production scheduling, S&OP and IBP, Supply planning The about page says retailers, manufacturers and logistics providers use it; the Cognitive Planning blog names manufacturing, distribution and retail.
| Core | Core | Core | Core | Partial | 4 |
| DELMIA QuintiqSupply chain planning suitesManufacturingOwned by Dassault SystèmesSuggest an edit | DELMIA Quintiq is "a leading supply chain planning and optimization solution" from Dassault Systèmes for end-to-end supply chain planning, manufacturing scheduling, logistics and workforce planning. Its AI is optimization, with predictive and prescriptive analytics, forecasting and unlimited what-if scenarios, on a virtual twin. No named planning agent or dated AI launch was found on its pages.AI and updates (0)The product page describes AI-powered optimization that cuts planning time, predictive and prescriptive analytics, forecasting and unlimited what-if scenarios. A 2025 What's New webinar page mentions features that leverage AI without naming them. AI capabilities: Planning analytics, AI demand forecasting, Scenario planning, Production scheduling, Supply planning Product page names manufacturing scheduling and factory orchestration. | Partial | Core | Partial | Partial | Partial | 0 |
| e2open PlanningSupply chain planning suitesManufacturingRetail and e-commerceOwned by WiseTech GlobalSuggest an edit | e2open sells "connected planning across all ecosystem partners, with real-time data and field-proven artificial intelligence." Its planning suite covers demand sensing, demand and supply planning, multi-echelon inventory, S&OP and allocation, tied to the e2net partner network. Its AI is an Agentic Digital Assistant that gives natural-language decision support in planning. WiseTech Global owns e2open.AI and updates (3)e2open's August 18, 2026 release says it launched an Agentic Digital Assistant that brings natural-language, goal-oriented decision support into planning workflows. The planning page shows the assistant tracing a supplier disruption to root cause, and says its AI is 'built in, not bolted on' across forecasting, scenario planning and automated decisions. AI capabilities: Named agent, Assistant, AI demand forecasting, Inventory optimization, Disruption sensing, Production scheduling, Demand sensing, S&OP and IBP, Supply planning Home navigation lists consumer packaged goods and retail; the planning page lists detailed production scheduling.
| Core | Core | Core | Core | Core | 3 |
| Infor Supply Chain PlanningSupply chain planning suitesManufacturingOwned by Koch IndustriesSuggest an edit | Infor Supply Chain Planning is "a portfolio of powerful solutions that leverage big data and AI" for S&OP, demand forecasting, supply planning and production scheduling. Manufacturers and distributors on Infor CloudSuites use it. Its AI is probabilistic and machine-learning forecasting plus Infor Industry AI Agents, including an Infor Supply Chain Planning Insights Agent for production schedules.AI and updates (1)The 2026.10 release (October 2026) lists an Insights Agent for Infor Supply Chain Planning that answers questions about the active production schedule, plus a Supply Chain agent that adjusts planning decisions against live demand, supply and inventory signals. Users reach agents through the Infor GenAI Assistant. AI capabilities: Named agent, Assistant, AI demand forecasting, Inventory optimization, Scenario planning, Production scheduling, Demand sensing, S&OP and IBP, Supply planning Release blog places the agents in Infor LN-based manufacturing CloudSuites; the planning page covers production scheduling.
| Core | Core | Core | Core | Partial | 1 |
| Logility Supply Chain Management SuiteSupply chain planning suitesManufacturingRetail and e-commerceOwned by ApteanSuggest an edit | Logility, now an Aptean company, sells "AI-first supply chain management" for demand, inventory, supply, merchandise planning and S&OP. Planners at manufacturers, distributors and retailers use it. Its AI is DemandAI+ with prebuilt demand agents on Aptean AppCentral, plus Orchestration Center, an agentic layer across planning and execution.AI and updates (3)DemandAI+ on AppCentral (April 2026) ships agents that review forecast accuracy, retrieve history, detect trends and flag training needs; each can run alone or with a planner. Orchestration Center (April 2026) runs agents across planning, production, supplier and transport systems. The January 2026 OpsVeda deal adds a command center. AI capabilities: Named agent, Assistant, AI demand forecasting, Inventory optimization, Scenario planning, Demand sensing, S&OP and IBP, Supply planning Industry pages list industrial manufacturing, process manufacturing, apparel, retail and wholesale distribution; navigation includes Merchandise Planning.
| Core | Core | Core | Core | Partial | 3 |
| o9 SolutionsSupply chain planning suitesManufacturingRetail and e-commerce$116M round at a $3.7B valuation, 2023-07-19Suggest an edit | o9 sells an "AI-Powered Enterprise Planning & Execution Platform" built on its Digital Brain and Enterprise Knowledge Graph. Supply chain, commercial and finance teams in 30-plus industries use it for demand, supply, inventory, S&OP and control tower work. Its AI is specialized planning agents, post-game analyzers and the APEX operating model.AI and updates (5)Specialized AI agents (generally available June 2025) answer "what happened and why, what is likely to happen, what actions to take." Performance Post-Game Analyzers find value leakage. The APEX model (March 2026) runs on neuro-symbolic AI in the Enterprise Knowledge Graph. No-code and low-code agents are in the self-service platform. AI capabilities: Named agent, Planning analytics, Assistant, AI demand forecasting, Inventory optimization, Disruption sensing, Scenario planning, S&OP and IBP, Supply planning o9's navigation lists Retail & Merchandise (merchandise financial planning, assortment, allocation) and 30-plus verticals including automotive and industrial manufacturing.
| Core | Core | Core | Core | Core | 5 |
| OMP Unison PlanningSupply chain planning suitesManufacturingPrivate. OMP's releases say hundreds of customers across consumer goods, life sciences, chemicals, metals, paper, packaging and plastics use Unison Planning.Suggest an edit | OMP sells Unison Planning, a supply chain planning platform for supply, demand and data management, built for consumer goods, life sciences, chemicals, metals, paper, packaging and plastics makers. Its AI layer is UnisonIQ, with always-on agents, the Unison Companion assistant, an Agent Library and Agent Studio, all running on OMP's optimization engines.AI and updates (3)UnisonIQ (October 2025) bundles always-on agents, the Unison Companion generative AI assistant and optimization engines. Unison Decision-Centric Planning (March 2026) adds event-driven agents. In November 2026 OMP added a ready-made Agent Library and Agent Studio; the agents produce executable plans and each customer sets what an agent may decide, execute or escalate. AI capabilities: Named agent, Assistant, AI demand forecasting, Inventory optimization, Scenario planning, Production scheduling, S&OP and IBP, Supply planning Releases name chemicals, metals, packaging and consumer goods makers and plant constraints such as shelf life, co-products and shared capacity; retail is not listed.
| Core | Core | Core | Core | Partial | 3 |
| ketteQSupply chain planning suitesManufacturingSeries B, $20M, 2025-08-05Suggest an edit | ketteQ sells agent-led, adaptive supply chain planning for manufacturers, distributors and service organizations, built on Salesforce. It runs its own planning platform, or sits above SAP IBP, Oracle, Kinaxis, Blue Yonder, o9 or Logility. Its AI is the PolymatiQ agentic solver, Intelligent Digital Planning Agents and Quintus, a free-form planning AI.AI and updates (4)Intelligent Digital Planning Agents (general availability February 2026) run on the patent-pending PolymatiQ agentic engine and watch demand, supply and inventory continuously. Quintus (general availability August 2026) answers any planning question with code it writes and runs on the fly, and tests scenarios with PolymatiQ. AI capabilities: Named agent, Planning analytics, Assistant, AI demand forecasting, Inventory optimization, Disruption sensing, Scenario planning, Supply planning Series B release names manufacturers, distributors and service organizations as buyers.
| Core | Core | Core | Core | Core | 4 |
| ArkievaSupply chain planning suitesManufacturingPrivate. Named a Challenger in the 2026 Gartner Magic Quadrant for process industries (11th straight year); no customer count or funding published.Suggest an edit | Arkieva sells "Supply Chain Planning Built for Real-World Complexity" to process manufacturers in chemicals, consumer packaged goods, and food and beverage. Planners use it for demand forecasting, inventory, supply planning, multi-constraint production scheduling and S&OP. Its AI is machine-learning demand forecasting, including cluster-based forecasting, and GenAI embedded at no added cost.AI and updates (1)Arkieva's April 2026 release lists 'GenAI functionality embedded at no additional cost, with expanded use cases on the roadmap', cluster-based demand forecasting and scenario-driven planning. The release has a section headed 'Agent-Driven Workflows and AI' but names no agent product. AI capabilities: Assistant, AI demand forecasting, Inventory optimization, Scenario planning, Production scheduling, S&OP and IBP, Supply planning Built for process manufacturers: blending, co-products, campaign production and capacity limits.
| Core | Core | Core | Core | 1 | |
| John Galt SolutionsSupply chain planning suitesManufacturingRetail and e-commercePrivately owned; no customer count disclosed; vendor says 30 years of supply chain expertiseSuggest an edit | "Get more value from your supply chain with AI built for results." John Galt sells Atlas, an AI-driven planning platform for demand, inventory, supply, S&OP and scheduling, and ForecastX for Excel. Its AI is Galt Intelligence, Atlas' GenAI assistant that explains inventory and forecast results, plus agentic AI that recommends next steps planners can review, approve or override.AI and updates (4)Galt Intelligence, "Atlas' GenAI assistant", explains multi-echelon inventory optimization and ensemble forecasts (September 2025). Agentic AI in Atlas (January 2026) diagnoses exceptions and gives explainable recommendations that teams can review, approve or override. AI capabilities: Named agent, Assistant, AI demand forecasting, Inventory optimization, Scenario planning, Production scheduling, Demand sensing, S&OP and IBP, Supply planning Homepage lists 12 industries including industrial manufacturing, chemicals, apparel, retail and wholesale distribution.
| Core | Core | Core | Core | Partial | 4 |
Demand forecasting and inventory15 | |||||||
| GAINSDemand forecasting and inventoryManufacturingCustomers named on the vendor's own site include Honda, Keurig Dr Pepper and L'Oréal; the vendor reports record customer growth in 2025; revenue not disclosedSuggest an edit | "Manage modern supply chain complexity and volatility." GAINS sells demand forecasting, inventory optimization and replenishment planning to manufacturers, distributors, retailers and service-parts operations. DEO, its Decision Engineering and Orchestration platform, adds an agentic assistant and machine learning lead time prediction.AI and updates (4)DEO (Decision Engineering and Orchestration) with a "DEO Agentic Agent" that reasons, simulates scenarios and acts on approved tasks, plus Lead Time Prediction, Demand Prediction and Demand Forecast Factory machine learning. AI capabilities: Named agent, Assistant, AI demand forecasting, Inventory optimization, Replenishment, Scenario planning Vendor lists manufacturing first among its markets; retail is one of several markets, not the focus.
| Core | Partial | Core | Partial | Partial | 4 |
| Inventory PlannerDemand forecasting and inventoryRetail and e-commerceOwned by SageSuggest an edit | Inventory forecasting, replenishment and purchase order software for ecommerce and retail brands, now "Inventory Planner by Sage". It forecasts demand SKU by SKU and tells planners what to order and when. Sage Copilot, in beta for Premium customers, adds a Retail Intelligence Agent that flags what needs attention.AI and updates (1)Sage Ai powers the recommendations, and Sage Copilot with its Retail Intelligence Agent reviews inventory data to flag reorder priorities, late purchase orders and missing cost prices (beta, Premium plan only). AI capabilities: Named agent, Planning analytics, Assistant, AI demand forecasting, Inventory optimization, Replenishment Built for retailers and ecommerce sellers (apparel, beauty, sporting goods, furniture, jewelry).
| Core | Core | Partial | 1 | ||
| NetstockDemand forecasting and inventoryVendor homepage claims 2,500+ global customers and $26 billion in inventory managed; vendor reports 29% growth in 2025Suggest an edit | "Intelligent supply & demand planning." Netstock sells demand and inventory planning to small and mid-sized businesses, working from their ERP data. Its Opportunity Engine finds stock-out, excess and sales opportunities with AI, and its AI Pack and email agents explain issues and help planners act on them.AI and updates (1)Opportunity Engine (the vendor reports 1.4M AI opportunities served), an "AI inventory expert" that finds issues with one-click actions, the AI Pack, Safety Stock Explainer and Inventory Email Agents. AI capabilities: Named agent, Assistant, AI demand forecasting, Inventory optimization Serves SMBs across wholesale, distribution, manufacturing and retail; its pages do not single out one.
| Core | Core | Partial | Partial | 1 | |
| PeakDemand forecasting and inventoryManufacturingRetail and e-commerceOwned by UiPath; $119M raised; Series C, led by SoftBank (before the UiPath acquisition)Suggest an edit | "Agentic AI solutions that predict, decide, and act autonomously." Peak sells Inventory AI (dynamic inventory, rebuy, reorder, replenishment, production planning and scenario planning) and Pricing AI. UiPath bought Peak in March 2025 to build vertical pricing and inventory agents. Peak's own site still sells under the Peak name.AI and updates (0)Peak's agentic intelligence and Inventory AI, plus "Autopilot", its agentic AI assistant. Peak's AI platform optimizes product inventory and pricing. AI capabilities: Named agent, Inventory optimization, Replenishment, Scenario planning, Supply planning Vendor sells Production Planning and a manufacturing customer story, and merchandising for retail "from supplier to store shelf". | Partial | Partial | Core | Partial | 0 | |
| RELEX SolutionsDemand forecasting and inventoryManufacturingRetail and e-commerce700+ customers and 2,300+ employees in 21 countries, per RELEX's own About page and press releases; revenue not disclosedSuggest an edit | "An AI-native platform for end-to-end planning" for retailers, wholesalers and manufacturers. RELEX sells machine learning demand forecasting, automatic replenishment, merchandise and production planning. Its AI agents explain forecast and stock problems, and RELEX Open lets customers connect their own agents through APIs and MCP.AI and updates (4)Machine learning forecasting engine (200+ of 700+ customers live on it), AI-assisted Diagnostics with purpose-built AI agents, forecasting and replenishment agents, and RELEX Open with MCP and APIs for outside agents. AI capabilities: Named agent, Planning analytics, AI demand forecasting, Inventory optimization, MCP or agent API, Replenishment, Production scheduling, Demand sensing, S&OP and IBP, Supply planning Vendor sells production planning and scheduling to manufacturers and fresh, store and merchandise planning to retailers.
| Core | Partial | Core | Partial | Partial | 4 |
| SlimstockDemand forecasting and inventoryManufacturingRetail and e-commerce1,700+ customers, 600+ staff and offices in 28 countries per Slimstock's own About page; privately ownedSuggest an edit | Slimstock sells Slim4, an AI-powered platform for demand forecasting, inventory optimisation, replenishment and supply planning, to wholesalers, retailers and manufacturers. Its supply planning covers production scheduling, S&OP and scenarios. It also sells agentic data cleaning, where AI agents "identify, validate and correct product data issues" and work with suppliers to fix data at source.AI and updates (3)Slim4 is "Powered by AI" for forecasting and inventory decisions. Agentic Data Cleaning uses AI agents to "identify, validate and correct product data issues" with supplier collaboration. AI capabilities: Named agent, AI demand forecasting, Inventory optimization, Replenishment, Scenario planning, Production scheduling, Demand sensing, S&OP and IBP, Supply planning Vendor lists production planning and scheduling, and also commerce management, assortment and promotions for retailers.
| Core | Partial | Core | Partial | 3 | |
| ToolsGroupDemand forecasting and inventoryManufacturingRetail and e-commerce400+ customers in 45+ countries per ToolsGroup's About page; named in the 2026 Gartner Magic Quadrant for Supply Chain Planning Solutions: Discrete Industries; backed by private equity firm Accel-KKRSuggest an edit | "Don't Just Plan Your Supply Chain. Steer It." ToolsGroup sells probabilistic demand and inventory planning to manufacturers, distributors, retailers and aftermarket parts businesses. Decion is its always-on agentic decision platform, and Decy is the AI assistant inside it that surfaces risk and explains recommendations.AI and updates (2)Decion, an "always-on decision intelligence platform" with agentic execution inside human-defined guardrails, and Decy, the "friendly AI assistant inside Decion". Probabilistic forecasting and an AI-driven pricing engine (PriceAI). AI capabilities: Named agent, Assistant, AI demand forecasting, Inventory optimization, Replenishment, Disruption sensing, Scenario planning, Demand sensing, S&OP and IBP, Supply planning Customers named by the vendor span manufacturing, distribution, aftermarket parts, food and beverage and retail; it owns retail planning from the JustEnough and Onera acquisitions.
| Core | Partial | Core | Core | Partial | 2 |
| FlieberDemand forecasting and inventoryRetail and e-commerce$20M raised; Series A, $12M, 2021-09-22Suggest an edit | "The inventory intelligence layer your agents run on." Flieber plans purchases, transfers and replenishment for multichannel product brands across Amazon, Shopify, Walmart and wholesale. It forecasts demand, models cash and stockout trade-offs, and connects to Claude, ChatGPT and other agents through an MCP server.AI and updates (1)A demand forecasting engine built with Nixtla models, an MCP server and CLI for Claude, ChatGPT and Cursor, Slack agents, and workflows that carry out approved purchase orders and transfers. AI capabilities: Named agent, Assistant, AI demand forecasting, Inventory optimization, MCP or agent API, Replenishment, Scenario planning Built for ecommerce and multichannel product brands.
| Core | Partial | Core | Partial | Partial | 1 |
| EazyStockDemand forecasting and inventoryOwned by SyncronSuggest an edit | "AI-powered demand planning and inventory management software" for small and mid-sized wholesalers, distributors, retailers and manufacturers. EazyStock connects to the ERP, forecasts demand with machine learning, sets reorder points and safety stock, and generates supplier orders. It is built on Syncron's platform.AI and updates (0)Machine learning demand forecasts, reorder points, safety stock and automated supplier order proposals that a user confirms in one click, plus the EazyStock AI Help Assistant (EazyAI), an in-app AI chat that explains the tool and inventory concepts. AI capabilities: Assistant, AI demand forecasting, Inventory optimization, Replenishment Targets SMB wholesalers, distributors, retailers and manufacturers equally. | Core | Core | 0 | |||
| IntuendiDemand forecasting and inventoryRetail and e-commerceNo customer count disclosed; the vendor shows "4,4 on 100+ reviews" and says it makes 4.7M forecasts weeklySuggest an edit | "AI demand planning for retail and ecommerce." Intuendi, a company from Florence, Italy, sells forecasting, inventory and ordering software to small and mid-sized retailers and brands. Symphonie is its in-app agentic assistant, and its MCP integrations connect ChatGPT, Claude and Gemini to forecasts and order suggestions.AI and updates (3)Symphonie, "your agentic demand planner AI" that answers questions in natural language, recommends purchase orders and inventory levels, and executes tasks such as fine-tuning forecasts with user approval; MCP access from ChatGPT and Claude. AI capabilities: Named agent, Planning analytics, Assistant, AI demand forecasting, Inventory optimization, MCP or agent API, Replenishment, Scenario planning, S&OP and IBP Positioned for retail and ecommerce; it also lists a bill of materials feature.
| Core | Partial | Core | Partial | Partial | 3 |
| LokadDemand forecasting and inventoryManufacturingRetail and e-commerceNo customer count disclosed; the vendor claims "over $20 billion worth of merchandise optimized" and names case-study customers; self-funded, no outside investors per its About pageSuggest an edit | "Better supply chain decisions." Lokad sells probabilistic forecasts and automated purchasing, allocation, pricing and scheduling decisions, run by its own Supply Chain Scientists in the Envision programming language. Customers are retail networks, aerospace, automotive, fashion, oil and gas, and manufacturers.AI and updates (1)Probabilistic forecasting with differentiable programming, an "AI-powered platform" that automates daily purchasing and dispatch decisions, and a public digital supply chain assistant at lokad.com/chat that cites sources and writes Envision code. AI capabilities: Assistant, AI demand forecasting, Inventory optimization, Replenishment, Production scheduling Vendor lists Manufacturing among its industries and handles bills of materials; Retail Networks and Fashion are headline industries.
| Core | Partial | Core | 1 | ||
| PredikoDemand forecasting and inventoryRetail and e-commerceVendor says "Trusted by 3000+ Shopify merchants" and has a 15-person team; no funding is publishedSuggest an edit | "Restock on time, every time." Prediko is inventory management software for ecommerce brands, mainly Shopify merchants. It sets demand plans, a 12 month purchase order calendar, restocking suggestions and transfers. Pia is its always-on AI inventory agent, and Prediko MCP puts inventory data inside Claude and ChatGPT.AI and updates (0)AI demand and supply planning, AI replenishment buying table, AI inventory transfers, Pia ("an always-on AI co-worker" that flags late POs and stockout risk) and Prediko MCP for Claude, ChatGPT and other MCP assistants. AI capabilities: Named agent, Assistant, AI demand forecasting, Inventory optimization, MCP or agent API, Replenishment, Supply planning Built for Shopify and ecommerce brands; it also tracks raw materials and bills of materials, but that is not the focus. | Core | Partial | Core | Partial | Partial | 0 |
| StockIQDemand forecasting and inventoryNo customer count or funding published; founded in 2015 per its About pageSuggest an edit | "AI-powered Expert-backed Trusted Supply Chain Planning Software" that sits on top of an existing ERP (Microsoft Dynamics, NetSuite, SAP, Acumatica and others) for manufacturers and distributors. It covers demand planning, replenishment, supplier performance, promotion planning and inventory analysis. Edison is its AI agent that answers questions, recommends actions and carries them out after a person reviews them.AI and updates (1)Edison, "your AI Supply Chain Agent built directly into StockIQ": plain-English questions, explainable recommendations and actions inside StockIQ, grounded in ERP data. AI capabilities: Named agent, Planning analytics, Assistant, AI demand forecasting, Inventory optimization, Replenishment, S&OP and IBP Sells to manufacturers and distributors across auto parts, food and beverage, beauty and home goods; no bill of materials or plant capacity claim seen.
| Core | Partial | Core | Partial | 1 | |
| StreamlineDemand forecasting and inventoryNo customer count published; the vendor page cites 264 reviews.Suggest an edit | "The Planning Agent for Modern Supply Chain Teams." Streamline, from GMDH, connects demand forecasting, inventory and supply in one model, automates replenishment and purchasing, and writes orders back to the ERP. It also covers MRP and S&OP. Buyers are supply chain planners.AI and updates (0)AI-driven demand forecasting using pre-trained decision trees, and an "AI-native agentic supply chain planning platform" that automates replenishment and purchasing so planners "manage only the exceptions". AI capabilities: Named agent, Planning analytics, AI demand forecasting, Inventory optimization, MRP, Replenishment, S&OP and IBP, Supply planning Its pages state no industry focus; case studies include a furniture brand, an autoparts distributor and a catering manufacturer. | Core | Core | Core | Partial | Partial | 0 |
| Thrive TechnologiesDemand forecasting and inventoryNo customer count disclosed; Thrive says it has served wholesale distributors for more than 20 years and names three customers in testimonials.Suggest an edit | "ERP Inventory Optimization AI Solutions For Wholesalers to Measurably Reduce Dead Stock and Lost Sales." Thrive sells two add-ons to a distributor's ERP: Thermostock, for low-volume SKUs that standard forecasts cannot handle, and Tiltmeter, which speeds the ERP's reaction to demand and supply changes.AI and updates (0)Thermostock and Tiltmeter, two 'ERP Inventory Optimizers' sold under an 'AI Solutions' headline, plus an inventory platform that tunes the ERP's own settings for multi-location wholesalers. AI capabilities: Inventory optimization, Replenishment Built for wholesale distributors. | Partial | Core | 0 | |||
Manufacturing ERP and MRP11 | |||||||
| Epicor KineticManufacturing ERP and MRPManufacturingOwned by Clayton Dubilier & Rice (agreed to buy Epicor from KKR in 2020, per Panorama Consulting)Suggest an edit | Epicor's Kinetic ERP, one of the two Epicor industry ERP clouds (with Prophet 21) that Epicor Prism plugs into. Prism is a network of vertical AI agents that work inside the ERP. Prism started as a chat layer for finding and acting on ERP data. In May 2026 Epicor added a design system (Lux), a build workspace (Agent Foundry) and new agents, including an MRP Log Agent that explains why MRP made a recommendation. Buyers are manufacturers and their IT and operations leads.AI and updates (2)Epicor Prism agents (Knowledge Agent, MRP Log Agent, Reasoning Agent, EDI Agent and others) run inside Kinetic and Prophet 21, and Prism Agent Foundry lets customers and partners build their own. Epicor Grow AI adds predictive machine learning. Epicor says it is exposing headless, API-first ERP services so agents, including customer-chosen LLMs, can act through MCP. AI capabilities: Named agent, Planning analytics, Assistant, MCP or agent API, MRP Epicor sells industry ERP for supply chain industries; the MRP Log Agent and the MRP discussion in its release point to manufacturing use.
| Core | Partial | Partial | 2 | ||
| Infor CloudSuite IndustrialManufacturing ERP and MRPManufacturingOwned by Koch IndustriesSuggest an edit | Infor's ERP for industrial and discrete manufacturers sold as a multitenant cloud suite. In 2026 Infor packaged it as Velocity Suite, with Industry AI Agents for roles from quoting to scheduling, an Agentic Orchestrator that coordinates multi-step work, and an Agent Factory for custom agents. Buyers are plant, supply chain and IT leaders at machinery, electronics and metalworking makers.AI and updates (3)Infor Industry AI Agents (more than 100 in the April 2026 library), the Agentic Orchestrator with supervisor-led coordination and native MCP connectivity, Infor GenAI embedded experiences, and a GenAI Knowledge Hub for building custom agents. Velocity Suite on CloudSuite Industrial Enterprise adds Agent Factory. AI capabilities: Named agent, Assistant, MCP or agent API, Production scheduling, Supply planning CloudSuite Industrial targets industrial and metalworking manufacturers.
| Core | Partial | Partial | 3 | ||
| Microsoft Dynamics 365 Supply Chain ManagementManufacturing ERP and MRPManufacturingOwned by MicrosoftSuggest an edit | Microsoft's ERP module that "helps manufacturers, distributors, and retailers orchestrate end-to-end supply chain operations". Planning has a Demand Planning app with forecast models and in-memory Planning Optimization for MRP and production scheduling. The AI is Copilot, a Supplier Communication Agent, and in wave 1 2026 price-to-demand correlation and capable-to-promise date protection. Buyers are supply chain and operations teams at mid-size to large firms.AI and updates (2)Copilot and AI features in the product, a Supplier Communication Agent (now accepts Excel attachments), AI-driven inventory rebalancing in the warehouse, and demand planning that finds correlations between sales price and demand. At Ignite-season roadmap sessions Microsoft previewed a catalog of agents including demand forecasting. AI capabilities: Named agent, Assistant, AI demand forecasting, MRP, Production scheduling, Supply planning The module names manufacturers first and also serves distributors and retailers.
| Core | Core | Partial | Partial | 2 | |
| Odoo ManufacturingManufacturing ERP and MRPOdoo says 2026 billing revenue should reach about EUR 900 million with nearly 8,000 staff (Odoo blog, September 2026).Suggest an edit | "The future of MRP": open-source MRP, MES, PLM, quality, shop floor and maintenance on one platform, with finite-capacity planning, a Gantt view and make-or-buy replenishment proposals. The AI is Ask AI and AI agents; Odoo 20 adds agents that automate a process from a plain-language instruction and lets outside AI tools connect to the database. Buyers range from micro businesses to large companies.AI and updates (1)Ask AI and AI agents in Odoo 19. In Odoo 20 an AI agent builds and runs an automation from a plain instruction after showing its plan, an outside AI tool can connect once and read and write data under the user's access rights, and Odoo calculates minimum and maximum stock levels from the last 30 days of sales and drafts the purchase order. AI capabilities: Named agent, Assistant, MCP or agent API, MRP, Replenishment, Production scheduling Odoo is a general business suite; manufacturing is one app.
| Core | Partial | 1 | |||
| Oracle NetSuiteManufacturing ERP and MRPOwned by OracleSuggest an edit | General cloud ERP with production management: demand planning, material supply planning and scheduling for on-time delivery. The AI is Ask Oracle in NetSuite Next, an AI Connector Service that links outside assistants through MCP, a SuiteAgent framework for custom agents, and from October 2026 industry SuiteAgents, one of which watches inventory exposure and supply changes. Buyers are finance and operations leaders at mid-market firms.AI and updates (2)Ask Oracle (conversational assistant), AI Connector Service with standard and custom MCP tools, SuiteAgent frameworks, and industry SuiteAgents announced October 2026. The product-company agent evaluates inventory exposure and supply changes and their effect on inventory efficiency, supply performance and margin. NetSuite's own demand planning page describes statistical forecasts (moving average, regression, seasonal average), not AI forecasts. AI capabilities: Named agent, Assistant, Inventory optimization, MCP or agent API, MRP, Production scheduling, Supply planning NetSuite is a general ERP with a manufacturing module, not built only for manufacturers.
| Partial | Partial | Partial | Partial | 2 | |
| Acumatica Manufacturing EditionManufacturing ERP and MRPManufacturingCloud ERP vendor with a disclosed customer base; Acumatica says 3,000+ Community members attended Summit 2026.Suggest an edit | Acumatica's cloud ERP for mid-market manufacturers. Planning covers MRP and DRP, and in 2026 R2 an Advanced Planning and Scheduling engine that sets finite or infinite capacity per work center and schedules to the minute. The AI Assistant answers questions about material readiness, schedule status and production-order risk, and users can build AI agents from plain instructions. Buyers are operations and finance leaders at growing manufacturers.AI and updates (2)AI Assistant (plain-language questions on manufacturing inquiries such as 'which production orders are most likely to run late'), AI Studio and AI Automation, and from 2026 R2 AI agents that start from business events and pass work to each other. MCP servers give external tools such as Claude or ChatGPT governed, read-only access to published inquiries. AI capabilities: Named agent, Planning analytics, Assistant, MCP or agent API, MRP, Disruption sensing, Production scheduling Acumatica is a general mid-market ERP; the Manufacturing Edition is its manufacturer-specific line, so the flag is set for this row only.
| Core | Partial | Partial | 2 | ||
| ProShop ERPManufacturing ERP and MRPManufacturingProShop says 700+ precision manufacturers run on it; no funding published.Suggest an edit | ERP, quality and MES for precision machine shops, which ProShop calls a "system of execution". Chip, its AI, learns from past jobs and puts that history in front of estimators, schedulers and operators. ProShop says Chip supports more dynamic scheduling with real-time what-if analysis and flags job capacity risks and schedule conflicts early. Buyers are owners and managers of CNC and aerospace shops.AI and updates (1)Chip, an AI built into ProShop: it learns from each completed job, surfaces cycle times and costs to estimators and operators, and flags capacity, schedule and margin problems before they reach the floor. ProShop's release says it supports 'real-time what-if analysis' for scheduling and was unveiled 2026-06-24 without a stated availability date. AI capabilities: Assistant, Disruption sensing, Scenario planning, Production scheduling Built for precision machine shops.
| Core | Partial | 1 | |||
| SYSPROManufacturing ERP and MRPManufacturingEstablished vendor with ~50 years in the market; Syspro reports double-digit ARR growth in 2025 and 26 elite partners (own year-in-review).Suggest an edit | Purpose-built ERP for manufacturing and distribution that has run mid-market plants for almost 50 years. In 2026 it launched Syspro Torque, an ERP-agnostic agent platform that detects problems such as a late supplier, recommends the next step and takes approved action, with every decision logged. AI Studio lets operations staff describe an agent in plain language. Buyers are operations and supply chain leaders at mid-sized makers and distributors.AI and updates (2)Syspro Torque: agents that watch orders, inventory, the production schedule and supplier data, connect to SCADA, MES and warehouse systems through MCP connectors, and act within approval rules. It is in a controlled availability program (since August 2026), with general availability due later. Staff build agents without code, and SIDEKICK is an AI co-pilot for ERP users. AI capabilities: Named agent, Assistant, MCP or agent API, Disruption sensing, Supply planning Built for manufacturers and distributors.
| Core | Partial | Core | 2 | ||
| FulcrumManufacturing ERP and MRPManufacturing$39.9M raised; Series A2, $18M, closed 2023-05 (announced 2023-08-09)Suggest an edit | Cloud ERP, MRP and shop-floor software for small and mid-sized job shops, mostly CNC and sheet metal. It covers jobs, purchase planning, quoting with capable-to-promise, and Autoschedule, which builds a finite-capacity schedule in seconds. The AI is Archie: chat on live shop data that can change a due date or add a job note, Builder for custom apps, and agents still coming. Buyers are shop owners and production managers.AI and updates (3)Archie, Fulcrum's native AI: Archie Chat is live (it answers which jobs are at risk and can change a due date, leave a note or update a record), Archie Build and the Builder app tool let a shop describe an app in plain English, and Archie Agents are listed as coming soon. Fulcrum publishes an MCP server and public API. AI capabilities: Assistant, MCP or agent API The vendor builds for CNC and sheet metal job shops.
| Core | Partial | Partial | 3 | ||
| KatanaManufacturing ERP and MRPManufacturingRetail and e-commerceSeries B extension, EUR 14M, 2025-10-02Suggest an edit | Cloud inventory and manufacturing platform for small product brands that make and sell physical goods. It plans production from the bill of materials, tracks stock across locations and channels, and suggests purchases. The AI is a replenishment tool that forecasts 12 months ahead and drafts the purchase or manufacturing order, an AI assistant, and an MCP connection to Claude, ChatGPT and Gemini. Buyers are founders and operations leads.AI and updates (3)AI replenishment reads sales history, finds seasonal patterns and returns minimum, recommended and maximum order scenarios with a plain-language explanation and a draft PO or MO. Katana MCP lets Claude, ChatGPT and Gemini read stock, orders and production data and create orders after the user confirms. The site also offers an AI Assistant for product questions. AI capabilities: Assistant, AI demand forecasting, Inventory optimization, MCP or agent API, Replenishment, Scenario planning Started as a manufacturing ERP; its own 2026 pages now stress multi-channel sellers of physical products, so the commerce flag is also set.
| Partial | Partial | Core | Partial | 3 | |
| MRPeasyManufacturing ERP and MRPManufacturingNo funding published. MRPeasy says more than 2,400 manufacturers use it and that it passed 1,000 active customers in North America.Suggest an edit | "The AI-powered MRP software for small manufacturers" with 10 to 200 employees. It generates production plans that balance materials and capacity, shows purchase requirements, lets users reschedule production orders, and tracks stock by lot. The AI is Mr. Peasy, an assistant built into the product that can now answer questions from the account's own data, read-only. Buyers are small manufacturers.AI and updates (1)Mr. Peasy answers how-to questions from MRPeasy's manual and, when an admin turns data access on, looks up items, stock, manufacturing orders, purchase orders and more, and builds reports, tables and charts. It is read-only and follows each user's permissions. MRPeasy says it is powered by Google's Gemini through a commercial agreement. AI capabilities: Planning analytics, Assistant, MRP Built for small manufacturers.
| Core | Partial | 1 | |||
Decision intelligence and network design7 | |||||||
| AIMMS SC NavigatorDecision intelligence and network designRecognized in the 2026 Gartner Magic Quadrant for Supply Chain Planning: Process Industries (its homepage); offices in Haarlem (Netherlands), Bellevue (US) and Singapore.Suggest an edit | AIMMS sells SC Navigator, 'a set of ready-to-use supply chain design and planning applications' built on mathematical optimization, under the headline 'The Optimal Supply Chain Decision, Every Time'. Buyers are network design and supply chain strategy teams. SENSAI is its AI assistant: a chat window that edits data, runs optimizations and compares scenarios, plus SENSAI Data Ready for network design data preparation.AI and updates (2)SENSAI, an assistant inside SC Navigator. SENSAI Pro (2026-05-21) lets users change data, run optimizations and compare scenarios by chat; SENSAI Apps (preview 2026-09-01) opens the platform to business users in everyday language. The optimization model still produces the answer. AI capabilities: Assistant, Network design, Scenario planning
| Partial | Core | 2 | |||
| Cosmo TechDecision intelligence and network designMichelin is named on its own release as a customer for S&OP tactical supply planning; Gartner's May 2026 'AI Vendor Race' research names it the company to beat in supply chain intelligent simulation (as reported on its own page).Suggest an edit | Cosmo Tech sells AI simulation for decisions: 'Enhance Your Business Decisions with AI Simulation'. For supply chains it offers simulation twins for resilience, planning, inventory optimization and tariff risk, and its simulations work alongside planning suites such as SAP IBP. Buyers are supply chain planning and S&OP teams. It also sells to energy and asset planning buyers.AI and updates (2)AI-Simulation Orchestration and Prescriptive Simulation Twins that test many supply and demand scenarios under business rules and constraints. No named agent or assistant is published. AI capabilities: Disruption sensing, Scenario planning, S&OP and IBP, Supply planning
| Partial | Partial | Core | Core | 2 | |
| OptilogicDecision intelligence and network designIts own pages name Castrol and Signify as customers, and its Ada launch was shown live to more than 300 customers, partners and industry leaders at its user conference.Suggest an edit | Optilogic sells 'the always-on decision intelligence platform for supply chains': Cosmic Frog for network design and optimization, DataStar for data preparation, and Ada, an agentic AI assistant. Buyers are supply chain design and strategy teams. Ada cleanses and enriches data, builds baseline models, runs scenarios, and answers questions in chat, and outside AI agents can reach it over an MCP connector.AI and updates (2)Ada, an agentic AI system for supply chain design (generally available 2026-06-03) with an embedded chat interface. Ada now covers the Cyclo (multi-echelon inventory), Dart (network risk scoring) and Dendro (simulation-optimization) engines and reads attached files and DataStar macros. An MCP connector lets Claude, ChatGPT and other agents open Ada sessions. AI capabilities: Named agent, Assistant, Inventory optimization, MCP or agent API, Network design, Disruption sensing, Scenario planning
| Partial | Partial | Core | 2 | ||
| Aera TechnologyDecision intelligence and network designInstitutional investors named on its company page (NEA, Georgian Partners, NewView Capital, DFJ Growth, Silver Lake Waterman); amounts not stated. Named a Leader in the 2026 Gartner Magic Quadrant for Decision Intelligence Platforms on its own pages.Suggest an edit | Aera Technology sells 'agentic decision intelligence': Aera Skills that understand a situation, recommend a decision under company policy, and act in connected systems. Supply Chain is one skill set, listed with Procurement, Sales & Marketing, Finance, HR and ESG. Buyers are supply chain and operations leaders. The AI reasons over company data, runs governed decisions end to end, and learns from each outcome.AI and updates (3)Aera Skills with embedded AI agents, Aera Chat, and agentic reasoning that moves 'from a question to a validated action in a single conversation'. Agents connect to outside assistants and tools over A2A and MCP. AI capabilities: Named agent, Assistant, MCP or agent API, Disruption sensing Cross-industry decision platform; supply chain is one skill set, so the demand, supply and inventory stages are scored as partial.
| Partial | Partial | Core | 3 | ||
| LyricDecision intelligence and network design$80M raised; Series B, $43.5M, 2025-08-05 (about page now says a $55.5M Series B)Suggest an edit | Lyric sells Lyric Studio, an 'AI-native platform for all your supply chain decisions'. Planners work on decision areas such as network design, production, fulfillment, inventory and risk. Buyers are supply chain design, planning and analytics teams. The AI is a layer of Decision Agents on a math-first core of optimization, simulation and forecasting, with MCP and A2A links.AI and updates (1)Pre-built Decision Agents that surface insights, explain what happened and why, run scenarios and recommend actions; Builder Agents that help build data pipelines and algorithms through conversation. Auto Scenarios run 'hundreds of variants per run'. MCP connects Lyric Studio to external systems and agents; A2A links its agents to an enterprise's own agents. AI capabilities: Named agent, AI demand forecasting, MCP or agent API, Network design, Scenario planning Horizontal supply chain platform; no manufacturing or retail focus stated.
| Partial | Partial | Partial | Core | 1 | |
| paretosDecision intelligence and network designSeries A, EUR 8.5M, 2024-10-28Suggest an edit | paretos sells Socrates, a decision intelligence product that turns company data and planner knowledge into daily recommendations for demand, replenishment, production and resource allocation. Planners approve or reject each one, and approved actions write back to the ERP. It also calls its approach 'Agentic Decision Intelligence'. Buyers are demand, supply and operations planning teams in manufacturing and retail.AI and updates (1)Expert Engines (forecasting and optimization models trained on the customer's own data) with a language model that explains the results, a 'Company Brain' context layer, and Decision Agents that customers can build for a process. Only approved recommendations are written back to the ERP. AI capabilities: Named agent, AI demand forecasting, Replenishment, Supply planning The homepage cites a meal-kit retailer and a packaging maker, but the product is not built for one industry.
| Core | Partial | Partial | 1 | ||
| ThroughPutDecision intelligence and network designNo funding or revenue published. The home page shows customer testimonials (Cementos Progreso, Church Brothers Farms, ConAgra); a release headline mentions a US Air Force Phase III contract; sold through Carahsoft (2026-06-09).Suggest an edit | ThroughPut says it will 'de-bottleneck industrial supply chain operations. One data set at a time.' Its platform finds bottlenecks and outliers in material flow, then prescribes actions on inventory, replenishment and capacity. Buyers are operations and supply chain leaders in heavy industry, food and beverage, and defense. Its AI tool ELI senses shifts in usage demand and ranks inventory rebalancing actions.AI and updates (3)ELI, an 'AI-Powered Material Flow Bottleneck & Outlier Detection System' that flags outlier data, senses shifts in demand, and prescribes inventory rebalancing ranked by operational criticality. Its site lists AI-driven product allocation, auto-ordering and auto-rebalancing. AI capabilities: Planning analytics, Inventory optimization, Replenishment, Disruption sensing, Demand sensing, S&OP and IBP Industrial and defense focus, but no bills of materials or plant scheduling published.
| Partial | Partial | Core | Partial | Core | 3 |
Business planning platforms3 | |||||||
| AnaplanBusiness planning platformsOwned by Thoma Bravo (acquisition completed 2022-06-22, about US$10.4 billion)Also on The AI workforce planning software mapSuggest an edit | Anaplan's supply chain planning is 'the decision infrastructure for your supply chain': applications for integrated business planning, demand, supply, inventory and production planning, MRP and distribution requirements planning, with scenario planning on top. Buyers are supply chain leaders. The AI is the Supply Chain Analyst agent, ML forecasting with demand sensing, and Anaplan Retail Intelligence from the Syrup acquisition.AI and updates (3)Anaplan Supply Chain Analyst, a role-based agent that 'surfaces risks and opportunities, runs scenarios, enables end-to-end visibility' and helps coordinate demand and supply plans, working under planner approval. ML and AI forecasting with demand sensing, and Retail Intelligence models. Anaplan's 2026-06-30 release says it expects to deliver complete suites of skills-based supply chain agents by the end of 2026. AI capabilities: Named agent, AI demand forecasting, Inventory optimization, MRP, Disruption sensing, Scenario planning, Demand sensing, S&OP and IBP, Supply planning Horizontal platform with production planning, MRP and retail applications; not built for one industry.
| Core | Core | Core | Core | Partial | 3 |
| BoardBusiness planning platformsFAQ: "trusted by 2,000+ organizations worldwide"; privately held.Also on The AI workforce planning software mapSuggest an edit | Board's supply chain planning covers demand, supply and S&OP/IBP on its planning platform, with 'AI-native planning for decision-ready supply chains'. Buyers are supply chain planners and operations leaders. The Board Supply Chain Agent has three uses: Risk & Opportunity in demand planning, Constraint Intelligence (the Feasibility Agent) in supply planning, and Meeting Insights in S&OP. Board says it is built for human-in-the-loop planning.AI and updates (3)Board Supply Chain Agent: it 'continuously' senses supply chain disruptions, evaluates trade-offs, and simulates feasible corrective actions before decisions are committed, and it turns S&OP discussions into structured themes and decisions. Planners keep control of approvals. AI capabilities: Named agent, Disruption sensing, Scenario planning, S&OP and IBP, Supply planning Merchandiser Agent is sold for retail planning, but the Supply Chain Agent itself is not built for one industry.
| Core | Core | Partial | Core | Partial | 3 |
| PigmentBusiness planning platformsSeries E, $250M at $2.3B valuation, 2026-10-21 (reported)Also on The AI workforce planning software mapSuggest an edit | Pigment's supply chain planning page covers scenario modeling (shipping lines, facility switches, tariffs), supply planning, demand planning with a consensus forecast, and S&OP/IBP, with connectors to SAP, Oracle, NetSuite, Snowflake and BigQuery. Buyers are supply chain and finance planners. The AI is an Analyst Agent that analyzes performance and surfaces risks, a Modeler Agent that builds supply chain models from a stated intent, and an MCP server.AI and updates (0)Analyst Agent (scheduled supply chain reports and risk alerts), Modeler Agent ('builds, expands, and documents supply chain planning applications within minutes'), and Pigment MCP, which gives Claude and ChatGPT governed access to planning data. Its pages do not state each agent's release status. AI capabilities: Named agent, Planning analytics, MCP or agent API, Scenario planning, S&OP and IBP, Supply planning Retail planning is listed on the page, but the product is horizontal. | Core | Core | Partial | Core | Partial | 0 |
102 dated events between 1 May 2025 and 7 November 2026, newest first. Each links to the page we opened that prints its date. No date is inferred.
| Date | Company | Event | Kind |
|---|---|---|---|
| 3 Nov 2026 | OMP Unison Planning | OMP adds an Agent Library and Agent Studio to UnisonIQ Agent OMP extended UnisonIQ with ready-to-deploy agents and a studio where companies build their own. Agents run on the Unison Planning optimization engines and produce executable plans. Bekaert is named as an early adopter. | Product launch |
| 2 Nov 2026 | RELEX Solutions | RELEX adds agentic operating capabilities to RELEX Open Agent RELEX unveiled agentic operating capabilities under RELEX Open: built-in agents on a unified data model, extension through APIs and MCP (stated as coming), and orchestration where agents "share context and coordinate recommendations", with human oversight. | Product launch |
| 29 Oct 2026 | Optilogic | Ada covers inventory, risk and simulation-optimization engines Optilogic's October product update says Ada now supports the Cyclo (multi-echelon inventory optimization), Dart (network risk scoring) and Dendro (simulation-optimization tuning) engines. Ada can also analyze attached CSV, Excel and PDF files without a data connection and can read DataStar macros. | Product launch |
| 28 Oct 2026 | Flieber | Flieber repositions as the inventory layer for AI agents Agent Flieber said it rebuilt its product as the data and planning layer under AI tools: live data from every channel, a business context layer, a planning engine, and workflows that carry out what a team approves, reachable by MCP and API from Claude and ChatGPT. | Product launch |
| 26 Oct 2026 | Oracle NetSuite | NetSuite introduces industry SuiteAgents, including one for inventory exposure At SuiteWorld 2026 NetSuite introduced industry SuiteAgents. The Product SuiteAgent evaluates "inventory exposure and supply changes" to help teams keep appropriate inventory levels, and the article says it is available now in NetSuite Next. | Product launch |
| 26 Oct 2026 | Oracle Fusion Cloud Supply Chain Planning | Oracle introduces Claw-powered Supply Planning Allocation Agent Oracle introduced a Claw-powered Supply Planning Allocation application that evaluates how to distribute limited materials and production capacity across competing demands and prepares plans for employees to review and approve. The coverage gives no release date or pricing. | Product launch |
| 14 Oct 2026 | Fulcrum | Builder opens to every Fulcrum shop Fulcrum says Builder 'is now available to every Fulcrum shop'. A shop types what it wants, such as 'Show me every job behind schedule, grouped by department', and Builder makes an app on live shop data. Fulcrum says hundreds of apps are running that its team never touched. | Product launch |
| 13 Oct 2026 | Slimstock | Slimstock partners with Sophus.ai on network design Slimstock and Sophus.ai, an AI network design company, announced a closed-loop offer that feeds network optimisation into Slim4 daily planning. | Partnership |
| 8 Oct 2026 | StockIQ | StockIQ launches Edison, an AI supply chain agent Agent StockIQ launched Edison, an AI agent built into its planning software. It answers plain-English questions and can create purchase orders, adjust planning parameters and update priorities after the team reviews each action. | Product launch |
| 6 Oct 2026 | Infor Supply Chain Planning | Infor adds a Supply Chain Planning Insights Agent in release 2026.10 Agent The 2026.10 release adds an Insights Agent for Infor Supply Chain Planning that answers questions about the active production schedule, and a supply chain agent that adjusts planning decisions against live demand, supply and inventory signals. Infor says its industry agents work inside governed approval workflows. | Product launch |
| 6 Oct 2026 | Infor CloudSuite Industrial | Infor unveils expanded Industry AI architecture and next Velocity Suite Agent Infor unveiled its Industry AI architecture with more Industry AI agents, personalized adaptive user experiences, enterprise governance models and a Knowledge Hub for building custom agents now open to general availability. | Product launch |
| 1 Oct 2026 | Acumatica Manufacturing Edition | Acumatica 2026 R2 brings AI agents, MCP servers and new APS Agent 2026 R2 added AI agents built from plain instructions that can start from business events and hand work to each other, MCP servers for external AI tools, and for manufacturers an Advanced Planning and Scheduling engine with per-work-center finite or infinite scheduling to the minute. | Product launch |
| 28 Sep 2026 | MRPeasy | Mr. Peasy can answer questions from a customer's own data MRPeasy's Mr. Peasy AI assistant can be given read-only access to 'the company's data' to answer questions and 'generate reports, tables, and charts'. Access is 'switched off by default' and the assistant 'follows each user's existing MRPeasy permissions'. | Product launch |
| 24 Sep 2026 | Odoo Manufacturing | Odoo 20 lets an AI agent run processes and adds AI min-max stock Agent Odoo 20 lets users automate a process by telling an AI agent what to do in plain language; the agent explains its plan first. An outside AI tool can connect to the database and read and write data under the user's access rights. Odoo calculates minimum and maximum stock levels from the last 30 days of sales and drafts the purchase order. Manufacturing adds side-by-side BOM comparison and Gantt rescheduling. | Product launch |
| 2 Sep 2026 | SYSPRO | Syspro launches Torque, an industrial AI agent platform Agent Syspro Torque 'detects operational problems, recommends the next step and takes approved action' inside the systems manufacturers already run, with each recommendation showing its reasoning. It connects to SCADA, MES and warehouse systems 'through MCP connectors'. It entered a controlled availability program in August 2026, ahead of a public showing at IMTS. | Product launch |
| 1 Sep 2026 | AIMMS SC Navigator | AIMMS launches SENSAI Apps preview for business users AIMMS announced the preview of SENSAI Apps, 'an AI-augmented assistant that lets business users work with the AIMMS platform in ordinary language'. The release says 'the optimization model still produces the answer' and general availability is planned for October 2026. | Product launch |
| 31 Aug 2026 | Katana | Katana connects to Claude, ChatGPT and Gemini through MCP Katana MCP lets users ask about stock, orders, production and suppliers from their AI chat and create purchase, sales and manufacturing orders after reviewing and confirming each change. | Product launch |
| 31 Aug 2026 | Infor CloudSuite Industrial | Infor introduces Velocity Suite on CloudSuite Industrial Enterprise at IMTS Agent Velocity Suite packages Industry AI Agents (from quoting and scheduling to service execution), Agent Orchestration and Agent Factory on Infor's multitenant cloud for industrial manufacturers, with prescriptive AI use-case packs. | Product launch |
| 31 Aug 2026 | Aera Technology | Aera adds Decision Ledger, Policy Management, Aera Builds and agent interoperability Agent Aera's blog describes four additions: a Decision Ledger that records why each decision was made, policy rules applied at decision time, Aera Builds (describe an outcome in plain language and Aera builds a governed Aera Skill), and two-way A2A and MCP links to other agents and assistants such as Microsoft Copilot. | Product launch |
| 18 Aug 2026 | e2open Planning | e2open cites Connected Planning and an Agentic Digital Assistant In its Nucleus Research recognition release, e2open says that over the past year it introduced Connected Planning, revamped planning in the Harmony interface and launched an Agentic Digital Assistant for natural-language decision support. | Research |
| 12 Aug 2026 | ketteQ | ketteQ launches Quintus Agent Quintus is a free-form planning AI that answers any planning question with code it generates and runs on the fly and tests scenarios with PolymatiQ. It deploys above existing planning systems in four to eight weeks. | Product launch |
| 6 Aug 2026 | Board | Board's latest release adds Risk & Opportunity, Meeting Insights and Constraint Intelligence uses Board's release, 'available today', details the Supply Chain Agent's three uses: spotting demand volatility and supply issues early, turning S&OP discussions into structured themes and decisions, and testing corrective actions against capacity limits. | Product launch |
| 30 Jul 2026 | Intuendi | Intuendi opens demand planning intelligence to ChatGPT, Claude and other AI tools Intuendi said its Demand Planning Intelligence is now accessible inside the LLM tools teams already use, through MCP integrations for ChatGPT, Claude and others. | Product launch |
| 23 Jul 2026 | o9 Solutions | o9 reports over 10x faster optimization with NVIDIA cuOpt o9 reported that NVIDIA cuOpt on B200 GPUs solved a production-representative linear program of about 30 million variables in 57.4 seconds against 661.7 seconds on a CPU solver. o9 says clients 'can access this today' for linear programs; the mixed-integer solver is still under development. | Product launch |
| 20 Jul 2026 | John Galt Solutions | John Galt adds conversational AI, AI trade promotion analytics and scenario planning to Atlas John Galt announced its latest Atlas release: a streamlined interface, scenario planning through simple configuration, 'AI-powered analytics' for trade promotion effectiveness, and conversational AI. | Product launch |
| 14 Jul 2026 | Katana | Katana launches AI replenishment with a 12-month forecast Katana now turns sales history into a 12-month demand forecast, three order scenarios (minimum, recommended, maximum), safety stock and a draft PO or MO in one flow. Users can type context such as a marketing push and see the forecast update. | Product launch |
| 30 Jun 2026 | Slimstock | Slimstock and Sage partner on AI-powered orchestration for Sage X3 Slimstock announced an official partnership with Sage that integrates the Slim4 platform with Sage X3, with real-time data exchange and AI-powered demand forecasts for X3 customers. | Partnership |
| 30 Jun 2026 | Anaplan | Anaplan announces the Agentic Enterprise, with supply chain agent suites due by year end Agent Anaplan introduced the Agentic Enterprise, an AI-driven decision infrastructure. It expects to deliver complete suites of domain-specific, skills-based agents for supply chain, plus HR and sales, by the end of 2026, after the CFO agents in October. | Product launch |
| 29 Jun 2026 | Oracle Fusion Cloud Supply Chain Planning | Oracle adds inventory optimization and an inventory agentic application to Cloud SCM Agent Oracle added multi-echelon inventory optimization that sets safety stock targets across the network, an Inventory Optimization Advisor Agent, and the Inventory Planning Command Center agentic application. Oracle says they are available now. | Product launch |
| 29 Jun 2026 | Cosmo Tech | Michelin selects Cosmo Tech AI simulation for S&OP tactical supply planning Michelin selected Cosmo Tech for ATS2 ('AI-powered Tactical Supply Simulation'), part of its Sales & Operations Planning cycle. In the first step, supply chain teams generate and test supply-demand scenarios 'while strictly respecting Michelin's business rules and operational constraints'. The release does not say it is live. | Partnership |
| 24 Jun 2026 | ProShop ERP | ProShop unveils Chip, an AI built for precision manufacturing ProShop unveiled Chip at its Cutting Edge virtual summit. Chip captures a shop's knowledge from every work order, routing, cycle time and scheduling call, and ProShop says it supports more accurate quoting and dynamic scheduling with real-time what-if analysis. | Product launch |
| 24 Jun 2026 | Board | Board introduces the Supply Chain Agent and Merchandiser Agent Always-on Board announced the availability of its Supply Chain Agent, which helps organizations 'move from reactive supply chain management toward more proactive and resilient decision-making' by 'continuously evaluating changing business conditions and surfacing recommended actions'. A Merchandiser Agent was announced with it. | Product launch |
| 17 Jun 2026 | Inventory Planner | Inventory Planner gets Sage Copilot with a Retail Intelligence Agent (beta) Sage Copilot for Inventory Planner, powered by Sage Ai, shows insights in the planning workflow. Its Retail Intelligence Agent flags what to reorder first, late purchase orders and anomalies. It is in beta for Premium customers. | Product launch |
| 16 Jun 2026 | Slimstock | Slimstock becomes an official SAP partner Slimstock became an official SAP partner with a validated integration between Slim4 and SAP S/4HANA and older SAP systems. It pulls live inventory parameters from SAP and sends optimized replenishment and safety stock settings back. | Partnership |
| 9 Jun 2026 | ThroughPut | ThroughPut now sold through Carahsoft ThroughPut announced that ELI is available through reseller Carahsoft, giving government and commercial buyers a purchasing route. The release says the platform senses shifts in maintenance and usage demand and prescribes inventory rebalancing ranked by operational criticality. | Partnership |
| 3 Jun 2026 | ThroughPut | ThroughPut's ELI listed on the Tradewinds Solutions Marketplace ThroughPut announced that ELI, its AI-powered bottleneck and outlier detection system, is available to US Department of War customers on the SBIR aisle of the CDAO Tradewinds Solutions Marketplace. | Partnership |
| 3 Jun 2026 | Optilogic | Optilogic launches Ada, an agentic AI system for supply chain design Agent Optilogic announced general availability of Ada, which can cleanse and enrich data, build baseline models, analyze scenarios and deploy insights, through a chat interface built into its platform. More than 40 customers validated it in an early adopter program. | Product launch |
| 27 May 2026 | ToolsGroup | ToolsGroup launches Decion, an agentic AI platform Always-on ToolsGroup launched Decion at its Engage conference in Milan. It continuously monitors supply chain conditions, evaluates risk, recommends corrective actions and executes approved actions within human-defined guardrails. | Product launch |
| 21 May 2026 | AIMMS SC Navigator | AIMMS releases SENSAI Pro, an AI chat window in SC Navigator SC Navigator 26.6.1 ships SENSAI Pro, an AI-powered chat window that lets users edit data, run optimizations and compare scenarios by asking, such as adding a warehouse with its lanes or generating several demand scenarios in one request. It was free until 2026-07-01. | Product launch |
| 20 May 2026 | Epicor Kinetic | Epicor adds Agent Foundry, Lux and an MRP Log Agent to Prism At Insights 2026 Epicor introduced Lux (an agentic design system), Prism Agent Foundry (a guided workspace to build and customize agents) and new Prism agents, including an MRP Log Agent that "analyzes MRP output logs so users can better understand why MRP recommendations were made". It says more than 30 further agents are in development. | Product launch |
| 19 May 2026 | GAINS | GAINS and On Time Edge form a partnership for manufacturers On Time Edge and GAINS partnered to bring GAINS planning and optimization to mid-market manufacturers, with On Time Edge handling integration with production planning and manufacturing systems. | Partnership |
| 19 May 2026 | Blue Yonder | Blue Yonder launches Cognitive Solution for Production Planning and Scheduling The new solution links demand-driven supply planning to the factory floor and builds feasible plans around material and capacity availability. Dynamic constraint management shows the financial effect of supply disruptions in near real time. | Product launch |
| 18 May 2026 | Cosmo Tech | Gartner names Cosmo Tech the company to beat in supply chain intelligent simulation Cosmo Tech reports that Gartner's AI Vendor Race research, published 2026-05-18, names it 'the company to beat for supply chain intelligent simulation'. The full report is open to Gartner clients only. | Research |
| 18 May 2026 | Blue Yonder | Blue Yonder and NVIDIA announce the Model Training Factory Blue Yonder announced a Model Training Factory built on NVIDIA Nemotron to produce models that run multi-step supply chain workflows on their own, to power its next generation of agents. | Partnership |
| 8 May 2026 | Fulcrum | Fulcrum shows Archie AI in beta at Connect 2026 At its user conference Fulcrum let customers try Archie, its AI embedded in the ERP. It surfaced jobs at risk of running late, invoice totals and stale open jobs. Fulcrum said Archie would get write access to take real action in three to six months, and showed MCP and API use for custom dashboards. | Product launch |
| 7 May 2026 | RELEX Solutions | RELEX introduces RELEX Open RELEX Open lets customers deploy proven planning capabilities, connect their own AI agents and systems to RELEX through open protocols and MCP, and extend the platform. The release says early deployments of extensibility and AI connectivity are in pilot environments. | Product launch |
| 6 May 2026 | Intuendi | Intuendi makes Symphonie agentic Agent Intuendi announced the next evolution of Symphonie, an in-app agentic assistant for forecasting, inventory, procurement and planning that can execute tasks such as tuning forecasts or supplier lead times with the user's approval. | Product launch |
| 5 May 2026 | o9 Solutions | o9 launches a connected application on Snowflake o9 announced a Connected Application for Snowflake. Data in Snowflake feeds o9 planning models directly, and decision outputs write back to Snowflake. | Partnership |
| 4 May 2026 | Aera Technology | Aera introduces agentic reasoning for enterprise decisions Agent Aera introduced agentic reasoning that lets users 'move from a question to a validated action in a single conversation'. It lists Automatic Discovery, Business Reasoning, Adjacent Risk and Opportunity Detection, Enterprise Context Awareness, Governed Execution and Handoff, and Continuous Learning. | Product launch |
| 28 Apr 2026 | Logility Supply Chain Management Suite | Logility launches Orchestration Center Always-on An agentic AI layer unifies planning, production, supplier management and transportation. Agents evaluate, decide and execute within guardrails, and the layer can manage third-party systems. | Product launch |
| 22 Apr 2026 | Infor CloudSuite Industrial | Infor Industry AI grows to 100+ agents with an Agentic Orchestrator Agent Infor's April 2026 release expanded its Industry AI Agent library to more than 100 agents and upgraded the Agentic Orchestrator with supervisor-led coordination, native MCP connectivity to Infor and non-Infor systems, and observability into agent reasoning. | Product launch |
| 22 Apr 2026 | GAINS | GAINS and Miebach announce a strategic collaboration GAINS and Miebach, a supply chain consulting and engineering firm, will combine GAINS planning with Miebach transformation work. | Partnership |
| 20 Apr 2026 | Microsoft Dynamics 365 Supply Chain Management | 2026 wave 1 adds price-to-demand correlation and CTP date protection The wave 1 2026 release plan adds demand planning that finds correlations between sales prices and demand, Planning Optimization protection of confirmed capable-to-promise dates, and a Supplier Communication Agent that accepts Excel attachments. | Product launch |
| 14 Apr 2026 | SAP Integrated Business Planning | SAP adds MRO inventory analysis and an AI planning add-in to IBP SAP lists generally available AI-assisted MRO inventory analysis, with plain-language drivers behind safety stock and reorder points, and an Excel add-in that writes formulas from natural language. | Product launch |
| 8 Apr 2026 | Arkieva | Arkieva named a Challenger in the 2026 Gartner Magic Quadrant for process industries and lists its AI work Arkieva was named a Challenger in the 2026 Gartner Magic Quadrant for Supply Chain Planning Solutions: Process Industries, its 11th straight year. It lists 'GenAI functionality embedded at no additional cost', cluster-based demand forecasting and scenario-driven planning. | Research |
| 7 Apr 2026 | Logility Supply Chain Management Suite | Logility DemandAI+ ships prebuilt agents on Aptean AppCentral Agent DemandAI+ now comes with prebuilt agents that review forecast accuracy, retrieve history and forecasts, detect trends and flag model training needs. Each agent can run on its own or with a planner in the loop. | Product launch |
| 26 Mar 2026 | o9 Solutions | o9 launches the APEX model o9 introduced APEX, a set of agile, adaptive and autonomous planning and execution capabilities on a next-generation Enterprise Knowledge Graph with neuro-symbolic AI. It senses risks, builds scenarios, learns from plan deviations and progressively automates governed decisions. | Product launch |
| 24 Mar 2026 | Acumatica Manufacturing Edition | Acumatica 2026 R1 adds AI Studio and in-transit visibility to MRP and DRP 2026 R1 gave customers AI Studio to build AI-powered workflows and experimental AI Assistant access, and let MRP and DRP count inventory already in transit between locations. It also added a Shop Floor Kiosk. | Product launch |
| 16 Mar 2026 | Kinaxis Maestro | Kinaxis reports up to 12x faster optimization in testing with NVIDIA cuOpt In testing on a semiconductor planning model with nearly 50 million decision variables, Kinaxis 'achieved up to a 12X reduction in total end-to-end calculation time', from more than three hours to about 17 minutes, using GPU-accelerated NVIDIA cuOpt integrated in Maestro. The release gives no availability date. | Product launch |
| 11 Mar 2026 | Blue Yonder | Blue Yonder adds manufacturing and retail planning agents and an Orchestrator app Agent Blue Yonder said new manufacturing agents 'boost planner productivity by automating issue detection and resolution across demand, supply, and inventory plans', with a natural-language orchestrator for scenario generation and comparison, enhanced Merchandise Financial Planning and Assortment Planning agents, and an Orchestrator mobile app. | Product launch |
| 9 Mar 2026 | RELEX Solutions | RELEX shows AI agents for forecasting and replenishment RELEX published a demo of its agents for forecasting and replenishment, in three layers: an insight engine that explains the why, a strategic partner that turns goals into action, and execution support for every team. | Product launch |
| 3 Mar 2026 | OMP Unison Planning | OMP unveils Unison Decision-Centric Planning Always-on A new approach built on UnisonIQ uses event-driven agents that assess opportunities and risks continuously and tie decisions to strategic and financial goals. | Product launch |
| 25 Feb 2026 | ketteQ | ketteQ makes Intelligent Digital Planning Agents generally available Always-on PolymatiQ-powered agents run on top of SAP IBP, Oracle, Kinaxis, Blue Yonder, o9, Logility or on ketteQ itself, and watch demand, supply and inventory continuously. | Product launch |
| 24 Feb 2026 | GAINS | GAINS reports record 2025 and its new AI Lead Time Prediction GAINS said it closed 2025 with its strongest quarter and named its new AI-powered Lead Time Prediction. It says it embedded machine learning and intelligent agents in DEO decision workflows, including replenishment and purchase order automation. | Product launch |
| 18 Feb 2026 | Netstock | Netstock names its Safety Stock Explainer and Inventory Email Agents In a growth release Netstock said it introduced Safety Stock Explainer and Inventory Email Agents in December, built on its Opportunity Engine, and plans to move toward agentic AI with human oversight. | Product launch |
| 10 Feb 2026 | Oracle Fusion Cloud Supply Chain Planning | Oracle adds planning agents to Fusion Cloud SCM Agent Oracle announced prebuilt agents built with AI Agent Studio, including a Planning Cycle Agent that retrieves, assigns and updates planning tasks and a Planning Measure Expression Agent that turns business questions into planning calculations. Oracle says they carry no additional cost. | Product launch |
| 5 Feb 2026 | Kinaxis Maestro | Kinaxis introduces Maestro Agent Studio Agent A no-code builder lets supply chain teams compose their own AI agents on Maestro data, workflows and tools. It works with OpenAI GPT and Google Gemini. Kinaxis plans orchestrator agents later in 2026. | Product launch |
| 21 Jan 2026 | SYSPRO | Syspro unveils new brand and previews AI Studio and Marketplace Syspro unveiled a new brand and described Syspro AI Studio, 'an adaptable, practical environment engineered for building and deploying AI models and agents', and a Syspro Marketplace as 'entering the next phase of development'. The article says the acquisitions of NexSys, DataSCOPE, riteSOFT, Cadacus IP and Evocon have expanded Syspro's footprint. | Rebrand |
| 21 Jan 2026 | John Galt Solutions | John Galt announces agentic AI in Atlas Agent John Galt announced the availability of agentic AI in its Atlas Planning Platform. It gives explainable recommendations that teams can review, approve or override at any time. | Product launch |
| 21 Jan 2026 | GAINS | GAINS signs global partnership with NEOS by Argon & Co NEOS by Argon & Co, a supply chain systems integrator, will implement and integrate the GAINS Decision Engineering and Orchestration platform for global customers. | Partnership |
| 16 Jan 2026 | Logility Supply Chain Management Suite | Aptean acquires OpsVeda for Logility Aptean bought OpsVeda, an AI-powered operations command center, to add an agentic execution layer to Logility's planning and optimization software. | Acquisition |
| 14 Jan 2026 | SAP Integrated Business Planning | SAP makes Joule explain IBP supply optimization runs Joule explains why an optimizer run left demand unmet or inventory targets missed, and planners can ask it questions about the run. SAP lists it as generally available. | Product launch |
| 9 Dec 2025 | Anaplan | Anaplan launches the Supply Chain Analyst agent Agent Anaplan introduced role-based AI agents, including the Supply Chain Analyst, which 'surfaces risks and opportunities, runs scenarios, enables end-to-end visibility' and coordinates demand and supply planning. The release says the agents are 'now available to customers'. | Product launch |
| 3 Dec 2025 | paretos | EY and paretos partner on agentic planning for European enterprises EY and paretos announced a partnership around 'Agentic Decision Intelligence' for 'demand forecasting, inventory management and production planning'. 'The partnership launches with a one-year evaluation phase.' Gartner counts paretos among nine representative European Decision Intelligence vendors. | Partnership |
| 2 Dec 2025 | ToolsGroup | ToolsGroup joins SO99+ planning with PriceAI ToolsGroup integrated its SO99+ demand planning with its AI-driven PriceAI platform, so pricing and allocation follow supply. It calls this the first inventory-aware demand shaping solution, shown at the Gartner Supply Chain Planning Summit. | Product launch |
| 20 Nov 2025 | RELEX Solutions | RELEX launches AI-assisted Diagnostics RELEX launched AI-Assisted Diagnostics for retailers and distributors. Purpose-built AI agents analyze operational data, find the root cause of stockouts, spoilage and excess stock, and recommend corrective actions. | Product launch |
| 19 Nov 2025 | Fulcrum | Fulcrum and Datanomix link planning and live production tracking Datanomix and Fulcrum announced a partnership and integration that joins job planning, scheduling and live production tracking, without middleware or manual data entry. | Partnership |
| 18 Nov 2025 | John Galt Solutions | John Galt partners with Treefera for first-mile supply risk data John Galt and Treefera partnered to bring Treefera's AI-enabled first-mile commodity visibility into the Atlas planning platform for sourcing and risk decisions. | Partnership |
| 11 Nov 2025 | ketteQ | ketteQ ships the Fall 2025 Oslo release ketteQ announced general availability of its Fall 2025 Oslo release: multi-stage synchronized solves across demand, supply and allocation, supply chain intelligence inside CRM, and side-by-side scenario comparison before execution. | Product launch |
| 31 Oct 2025 | Intuendi | Intuendi upgrades the Symphonie AI assistant Intuendi said Symphonie, its AI assistant, is now more deeply integrated in the platform: it queries data in real time, answers instantly and suggests what action to take next. | Product launch |
| 22 Oct 2025 | SAP Integrated Business Planning | SAP adds AI-assisted forecast results analysis to IBP A generative AI summary inside the planning interface explains why the best-fit algorithm was chosen and recommends ways to improve accuracy. SAP lists it as an Early Adopter Care release and cites 25 percent faster forecast analysis. | Product launch |
| 21 Oct 2025 | Microsoft Dynamics 365 Supply Chain Management | Microsoft previews an agent-ready roadmap for Finance and Supply Chain Agent At a roadmap session Microsoft leaders previewed a catalog of AI agents for Dynamics 365 Finance and Supply Chain, from demand forecasting to procurement and reconciliation, and described the next phase as agentic work. | Product launch |
| 17 Oct 2025 | Kinaxis Maestro | Kinaxis launches Maestro Agents Maestro Agents are AI co-workers embedded in Maestro. They analyze live data, flag issues, weigh supplier capacity, inventory and schedules, and recommend next-best actions with explainable reasoning. | Product launch |
| 7 Oct 2025 | Oracle NetSuite | NetSuite opens SuiteCloud to AI models and custom agents At SuiteWorld Oracle announced an AI Connector Service built on MCP, SuiteAgent frameworks for building agents on SuiteCloud, and Ask Oracle in NetSuite Next that understands a customer's customizations. | Product launch |
| 2 Oct 2025 | OMP Unison Planning | OMP launches UnisonIQ Always-on UnisonIQ is an AI orchestration framework inside Unison Planning, with always-on agents, the Unison Companion generative AI assistant and optimization engines. | Product launch |
| 2 Oct 2025 | Katana | Katana raises EUR 14M Series B extension Katana announced 'EUR 14 million in extension of its Series B funding round', led by Cogito Capital Partners, with the Fenton/Greer Family Trust (Peter Fenton of Benchmark) and existing investors Northzone, Atomico, 42Cap and Lightrock. Katana says it has tripled revenue since its 2022 Series B and total funding now exceeds EUR 60M. | Funding |
| 17 Sep 2025 | o9 Solutions | o9 partners with Databricks o9 and Databricks joined so that data in Databricks flows into the o9 Digital Brain through Delta Sharing, to run supply chain models and what-if scenarios faster. | Partnership |
| 16 Sep 2025 | John Galt Solutions | John Galt adds GenAI explanations to Atlas inventory and forecasting John Galt expanded explainable AI in Atlas. Galt Intelligence, its GenAI assistant, explains multi-echelon inventory optimization and ensemble forecast results so planners can understand and trust them. | Product launch |
| 12 Sep 2025 | Kinaxis Maestro | Kinaxis and Workday join Maestro and Adaptive Planning with an agentic framework Kinaxis announced a partnership with Workday to combine an AI-enabled, agentic framework across Maestro and Workday Adaptive Planning. Customers see the finance and workforce impact of supply chain events in real time. | Partnership |
| 9 Sep 2025 | Anaplan | Anaplan acquires Syrup Tech, an AI-native supply chain platform for retailers Anaplan announced the acquisition of Syrup Tech, 'an AI-native supply chain platform' for retailers and inventory-intensive businesses. Syrup's neural-network engines will join the Anaplan platform to sharpen forecasting, pricing and supply chain risk detection. | Acquisition |
| 5 Aug 2025 | ketteQ | ketteQ raises a $20 million Series B ketteQ raised $20 million in Series B funding led by Vocap Partners to expand globally and build on its agentic AI and PolymatiQ engine. | Funding |
| 5 Aug 2025 | Lyric | Lyric raises $43.5M Series B led by Insight Partners Lyric announced a $43.5M Series B led by Insight Partners, with VMG Partners and PSP Partners new and four existing investors continuing. Total funding is $67M, and the money goes to its algorithm catalog and agentic AI. | Funding |
| Aug 2025 | e2open Planning | WiseTech Global completes its acquisition of e2open WiseTech completed the acquisition of e2open for $3.30 per share in cash, an enterprise value of $2.1 billion, fully debt funded. | Acquisition |
| 24 Jul 2025 | SAP Integrated Business Planning | SAP adds an AI-assisted Excel add-in to IBP The SAP IBP add-in for Microsoft Excel lets planners generate IBP formulas from natural-language input. SAP lists it in its Q2 2025 release highlights as an Early Adopter Care release. | Product launch |
| 14 Jul 2025 | ThroughPut | ThroughPut and Aankhen launch a SKU-level tariff management product ThroughPut and Aankhen announced a joint tariff mitigation product: Aankhen's fiChains supplies SKU-level financial costs to ThroughPut, which prioritizes recommendations. It is 'available globally and deployable via major cloud environments'. | Partnership |
| 11 Jun 2025 | Board | Board previews AI agents for FP&A, commercial and supply chain planning Board announced Board Agents 'specialized in FP&A, Commercial planning, and Supply Chain planning', a layer of AI-powered planning that will 'soon help automate analysis and guide decision-making'. | Product launch |
| 11 Jun 2025 | Aera Technology | Aera adds agentic AI: build Aera Skills with embedded agents Agent At AeraHUB 25 London, Aera announced a wave of agentic AI: users build Aera Skills with embedded AI agents that reason and act on natural language instructions, an enhanced Aera Chat, and a Smart Data Wizard that classifies and prepares uploaded data. | Product launch |
| 3 Jun 2025 | o9 Solutions | o9 adds specialized AI agents and self-learning models to the Digital Brain o9 announced specialized planning and execution agents that combine generative and agentic AI with its Enterprise Knowledge Graph. It also announced Performance Post-Game-Analysis solutions and no-code and low-code agents. o9 says the capabilities are generally available. | Product launch |
| 26 May 2025 | e2open Planning | WiseTech Global agrees to acquire e2open WiseTech's completion release says it announced the e2open deal to the market on 26 May 2025, at $3.30 per share in cash and a $2.1 billion enterprise value. | Acquisition |
| 12 May 2025 | Lokad | Lokad upgrades its supply chain digital assistant Lokad upgraded its public supply chain chatbot at lokad.com/chat. It can now write Envision code, cites its sources and gives better answers. | Product launch |
| 6 May 2025 | Epicor Kinetic | Epicor makes Prism agents and Grow AI generally available At Epicor Insights 2025 Epicor announced general availability of Epicor Prism agentic AI and Epicor Grow AI predictive machine learning, with Prism integrated into Prophet 21 and Kinetic. Epicor says its AI covers more than 200 use cases. | Product launch |
| 6 May 2025 | Blue Yonder | Blue Yonder unveils AI agents at ICON 2025 Blue Yonder announced five agents under its Cognitive Solutions, including an Inventory Ops Agent that finds root causes of shortages and configuration errors and suggests fixes such as alternate sourcing. | Product launch |
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Who is on the map. A company earns a row if a business can license its AI to plan demand, supply, inventory or production: demand forecasts, supply and inventory plans, replenishment, material requirements (MRP) and production schedules, sales and operations planning (S&OP), and the decision tools that model a supply chain. The map stops at the plan. Running the plan is left off: transportation and freight, warehouses and fulfillment, and plant-floor systems such as MES, quality and maintenance. Buying from suppliers is on the procurement map. An ERP earns a row only for AI in its planning, inventory or manufacturing modules. A name in a roundup is not a tool: every row rests on the vendor’s own site, or on dated trade press where that site would not open for us, and the data marks those rows as reported. The map covers companies we found, not every company that exists. Corrections and additions are welcome.
One category per company, one row across maps. Each company sits in the category its own headline sells. Suites sell far more than one thing, so the five stage columns and the capability list carry the rest. A company that is already on another Newsprint map keeps that map’s row: its name, site, category, scale and funding come from there, and the row links to it (“Also on”). Anaplan, Board and Pigment come from the workforce planning map. What each row says it sells, its stages, its capabilities and its events are this map’s own.
What counts as an event. A product launch, a funding round, an acquisition, a partnership, a rebrand, a shutdown, or published research, dated between the window’s first and last day. Every event links to a page we opened that prints its date, preferably the vendor’s own release, blog or changelog, otherwise the trade press. No date is inferred. A date marks the first time we saw a capability launch in the window, not the first time the company ever offered it. Some launches were announced before they shipped; those carry a status (announced, preview or beta).
How autonomous a launch is. We label each AI launch from the vendor’s own description of it. Assistive AI drafts, explains or suggests when a person asks. An agent completes multi-step work on its own once a person sets it going, such as rebuilding a replenishment plan or drafting purchase orders. Always-on AI runs without a prompt, such as watching demand and supply for exceptions. Vendors use the word agent loosely; we used it only when the vendor names a step the software completes without a person. Where the page says a company shipped an agent or always-on AI, a launch the vendor has only announced does not count. A launch in beta does.
Who it is built for. Two flags, each set only from the vendor’s own pages: manufacturing (built for companies that make what they sell, with production planning, bills of materials or scheduling) and commerce (built for retailers, distributors or online brands that buy finished goods to resell).
How it was made. Research agents worked one segment each from a written spec and returned structured rows. An editor merged them. A second pass re-opened the source of every event and the headline page of every company, fixed dates and claims that did not hold up, and dropped duplicates, launches with no AI in them, and companies that have shut down or been absorbed. Where a vendor’s own site would not open, we cite a dated copy of its release in the trade press or on a wire service; news aggregators and search summaries do not count. Funding figures come only from the company’s own release or a named report. Nothing here is a ranking: the stage cells show what a company sells, not how well it sells it, and a launch count measures how much a company announces.