{
  "license": {
    "name": "CC BY 4.0",
    "url": "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",
  "updated_at": "2026-11-11",
  "url": "https://www.newsprint.com/companies/overview/",
  "markdown_url": "https://www.newsprint.com/companies/overview.md",
  "title": "Overview: what it sells, price and AI features",
  "opening_answer": "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.",
  "period": "June 10, 2025 to Oct. 6, 2026",
  "methodology_url": "https://www.newsprint.com/updates/pr-software/#methodology",
  "company": {
    "id": "CXYSGTQ",
    "slug": "overview",
    "name": "Overview",
    "aliases": [],
    "site": "https://www.overview.ai/",
    "summary": "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.",
    "founded": 2019,
    "categories": [
      "inspection"
    ],
    "status": "active",
    "price_note": null,
    "update_channels": [],
    "updated_at": "2026-11-11",
    "off_map": null,
    "merged_into": null,
    "category_names": [
      "AI visual inspection"
    ]
  },
  "confirmed_product_launches": 0,
  "dated_product_launches": 0,
  "undated_launches": 0,
  "launches_data_url": "https://www.newsprint.com/data/launches.json",
  "count": 0,
  "launches": [],
  "launch_list": false,
  "indexed": true,
  "summary": {
    "text": "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": {
      "name": "overview.ai",
      "url": "https://www.overview.ai/"
    },
    "from": "record"
  },
  "maps": [
    {
      "map": "manufacturing-operations-software",
      "title": "The AI manufacturing operations software map",
      "url": "https://www.newsprint.com/research/manufacturing-operations-software/#co-overview",
      "section": "companies",
      "name": "Overview",
      "site": "https://www.overview.ai/",
      "category": "AI visual inspection",
      "what": "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.",
      "what_source": {
        "name": "overview.ai",
        "url": "https://www.overview.ai/"
      },
      "price": "cameras listed in its online shop from $4,450 per unit (OV10i); software preloaded",
      "price_published": false,
      "capabilities": {
        "label": "AI capabilities",
        "items": [
          "Assistant",
          "Visual inspection"
        ]
      },
      "scale_tier": 3,
      "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",
      "founded_source": null,
      "fate": null,
      "sources": [
        {
          "name": "overview.ai",
          "url": "https://www.overview.ai/"
        },
        {
          "name": "overview.ai",
          "url": "https://www.overview.ai/news/"
        },
        {
          "name": "overview.ai",
          "url": "https://www.overview.ai/shop/"
        },
        {
          "name": "overview.ai",
          "url": "https://www.overview.ai/company/"
        },
        {
          "name": "overview.ai",
          "url": "https://www.overview.ai/news/overview-launches-ov-spark-inspection-camera/"
        },
        {
          "name": "overview.ai",
          "url": "https://www.overview.ai/news/overview-launches-ovx-inspection-platform/"
        }
      ],
      "more_sources": 3,
      "cross_listed": false
    }
  ],
  "off_map_url": null,
  "timeline": [
    {
      "id": "event-1",
      "url": "https://www.newsprint.com/companies/overview/#event-1",
      "on": "2026-10-06",
      "date_precision": "day",
      "title": "Overview launches OV Spark with onboard agent Sparky",
      "summary": "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.",
      "kind": "Launch",
      "from": {
        "name": "The AI manufacturing operations software map",
        "url": "https://www.newsprint.com/research/manufacturing-operations-software/#co-overview"
      },
      "source": {
        "name": "Vendor release",
        "url": "https://www.overview.ai/news/overview-launches-ov-spark-inspection-camera/"
      }
    },
    {
      "id": "event-2",
      "url": "https://www.newsprint.com/companies/overview/#event-2",
      "on": "2026-06-22",
      "date_precision": "day",
      "title": "Overview adds OVX high-resolution and thermal cameras",
      "summary": "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.",
      "kind": "Launch",
      "from": {
        "name": "The AI manufacturing operations software map",
        "url": "https://www.newsprint.com/research/manufacturing-operations-software/#co-overview"
      },
      "source": {
        "name": "Vendor release",
        "url": "https://www.overview.ai/news/overview-launches-ovx-inspection-platform/"
      }
    },
    {
      "id": "event-3",
      "url": "https://www.newsprint.com/companies/overview/#event-3",
      "on": "2026-04-14",
      "date_precision": "day",
      "title": "Overview launches an AI inspection solution for NPI programs",
      "summary": "A dedicated solution to deploy AI visual inspection during new product introduction in hours instead of months.",
      "kind": "Launch",
      "from": {
        "name": "The AI manufacturing operations software map",
        "url": "https://www.newsprint.com/research/manufacturing-operations-software/#co-overview"
      },
      "source": {
        "name": "Vendor release",
        "url": "https://www.overview.ai/news/overview-launches-npi-ai-vision-inspection/"
      }
    },
    {
      "id": "event-4",
      "url": "https://www.newsprint.com/companies/overview/#event-4",
      "on": "2025-06-17",
      "date_precision": "day",
      "title": "Overview launches OV Auto-Integration Builder",
      "summary": "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.",
      "kind": "Launch",
      "from": {
        "name": "The AI manufacturing operations software map",
        "url": "https://www.newsprint.com/research/manufacturing-operations-software/#co-overview"
      },
      "source": {
        "name": "Vendor release",
        "url": "https://www.overview.ai/news/overview-launches-auto-integration-builder/"
      }
    },
    {
      "id": "event-5",
      "url": "https://www.newsprint.com/companies/overview/#event-5",
      "on": "2025-06-10",
      "date_precision": "day",
      "title": "Overview launches OV Auto-Defect Creator Studio",
      "summary": "A generative AI tool makes photorealistic synthetic defects on real production parts, to train vision models without waiting for defective material.",
      "kind": "Launch",
      "from": {
        "name": "The AI manufacturing operations software map",
        "url": "https://www.newsprint.com/research/manufacturing-operations-software/#co-overview"
      },
      "source": {
        "name": "Vendor news page",
        "url": "https://www.overview.ai/news/"
      }
    }
  ]
}