# Overview: what it sells, price and AI features

URL: https://www.newsprint.com/companies/overview/
Covers: June 10, 2025 to Oct. 6, 2026
Updated: 2026-11-11
License: CC BY 4.0, https://creativecommons.org/licenses/by/4.0/
Cite as: Newsprint, "Overview: what it sells, price and AI features", https://www.newsprint.com/companies/overview/, updated 2026-11-11

> Overview is on the AI manufacturing operations software map. We record 5 dated launches and events for it. The latest is dated Oct. 6, 2026.

Overview sells "AI Machine Vision Systems for Manufacturing": smart cameras with software pre-loaded (OV10i, OV20i, OV80i, OVX, OV Spark) that run deep learning inspection on the device with no cloud. OV Spark carries an onboard agent named Sparky that recommends inspection tools and answers questions. GenAI tools make synthetic defects and PLC integration flows. Quality and manufacturing engineers buy it. Source: [overview.ai](https://www.overview.ai/).

## Facts

- Site: [overview.ai](https://www.overview.ai/)
- Founded: [2019](https://www.newsprint.com/research/manufacturing-operations-software/#co-overview)
- Category: AI visual inspection
- Status: Active

## On the research maps

### [The AI manufacturing operations software map](https://www.newsprint.com/research/manufacturing-operations-software/#co-overview)

Overview sells "AI Machine Vision Systems for Manufacturing": smart cameras with software pre-loaded (OV10i, OV20i, OV80i, OVX, OV Spark) that run deep learning inspection on the device with no cloud. OV Spark carries an onboard agent named Sparky that recommends inspection tools and answers questions. GenAI tools make synthetic defects and PLC integration flows. Quality and manufacturing engineers buy it. Source: [overview.ai](https://www.overview.ai/).

- Category: AI visual inspection
- Price: cameras listed in its online shop from $4,450 per unit (OV10i); software preloaded
- AI capabilities: Assistant and Visual inspection
- Scale: Funded challenger: institutional funding disclosed ($10M Series A led by Blumberg Capital (2022); the company says it is in hundreds of factories.)
- Founded: 2019

Sources: [overview.ai](https://www.overview.ai/), [overview.ai](https://www.overview.ai/news/), [overview.ai](https://www.overview.ai/shop/), [overview.ai](https://www.overview.ai/company/), [overview.ai](https://www.overview.ai/news/overview-launches-ov-spark-inspection-camera/), [overview.ai](https://www.overview.ai/news/overview-launches-ovx-inspection-platform/) and [3 more on the map](https://www.newsprint.com/research/manufacturing-operations-software/#co-overview).

## Launches and dated events, newest first

### Overview launches OV Spark with onboard agent Sparky

Launch, Oct. 6, 2026. OV Spark and OV Spark Pro are AI cameras with an onboard agent that recommends inspection tools, explains its reasoning and answers questions about what the line has run, so a quality team can build an inspection without a vision specialist.

Source: [Vendor release](https://www.overview.ai/news/overview-launches-ov-spark-inspection-camera/). From [the AI manufacturing operations software map](https://www.newsprint.com/research/manufacturing-operations-software/#co-overview).

### Overview adds OVX high-resolution and thermal cameras

Launch, June 22, 2026. OVX High Res, OVX Thermal and OVX Core bring high-resolution, thermal and bring-your-own-camera inspection to the same edge AI platform and software.

Source: [Vendor release](https://www.overview.ai/news/overview-launches-ovx-inspection-platform/). From [the AI manufacturing operations software map](https://www.newsprint.com/research/manufacturing-operations-software/#co-overview).

### Overview launches an AI inspection solution for NPI programs

Launch, April 14, 2026. A dedicated solution to deploy AI visual inspection during new product introduction in hours instead of months.

Source: [Vendor release](https://www.overview.ai/news/overview-launches-npi-ai-vision-inspection/). From [the AI manufacturing operations software map](https://www.newsprint.com/research/manufacturing-operations-software/#co-overview).

### Overview launches OV Auto-Integration Builder

Launch, June 17, 2025. A generative AI tool writes Node-RED integration flows from a plain-language description of the automation setup, to cut PLC and MES integration time.

Source: [Vendor release](https://www.overview.ai/news/overview-launches-auto-integration-builder/). From [the AI manufacturing operations software map](https://www.newsprint.com/research/manufacturing-operations-software/#co-overview).

### Overview launches OV Auto-Defect Creator Studio

Launch, June 10, 2025. A generative AI tool makes photorealistic synthetic defects on real production parts, to train vision models without waiting for defective material.

Source: [Vendor news page](https://www.overview.ai/news/). From [the AI manufacturing operations software map](https://www.newsprint.com/research/manufacturing-operations-software/#co-overview).

## Methodology and corrections

How we track launches, and how to report an error: https://www.newsprint.com/updates/pr-software/#methodology