{
  "icp": {
    "use_cases": [
      "Label verification",
      "Defect detection",
      "Sorting & classification",
      "Presence/absence detection"
    ],
    "industries": [
      "Food & Beverage",
      "Automotive",
      "Paper & Pulp",
      "Consumer Packaged Goods",
      "Industrial & Construction",
      "Electronic Devices",
      "Logistics",
      "Life Sciences"
    ]
  },
  "itha": "0.1",
  "proof": {
    "customers": [
      {
        "name": "Unilever"
      },
      {
        "name": "Stryker"
      }
    ],
    "case_studies": [
      {
        "url": "https://www.elementaryml.com/success-stories/case-study-automated-inspection-construction-material",
        "title": "Composite decking manufacturer quality control case study",
        "outcome": "Yield improved from 86% to 97% with 100% traceability across 24 SKUs and 8 production lines."
      }
    ],
    "certifications": [
      {
        "id": "soc_2",
        "status": "self_declared"
      }
    ]
  },
  "company": {
    "hq": {
      "city": "South Pasadena",
      "region": "California",
      "country": "US"
    },
    "url": "https://www.elementaryml.com/",
    "name": "Elementary",
    "domain": "elementaryml.com",
    "founded": 2017,
    "same_as": [
      "https://www.linkedin.com/company/elementary-ml"
    ],
    "employees": {
      "max": 50,
      "min": 11
    },
    "description": "Elementary makes AI-powered machine vision systems for automated quality inspection in manufacturing, combining inspection hardware, self-training defect-detection software, and a cloud analytics platform."
  },
  "offerings": [
    {
      "id": "machine-vision-system",
      "url": "https://www.elementaryml.com/product/machine-vision-system",
      "kind": "hardware",
      "name": "Machine Vision System",
      "role": "manufacturer",
      "summary": "Camera, lighting, and AI controller hardware for automated visual inspection on manufacturing lines, comprising the Radian camera, Shroud multi-camera assembly, and Vertex AI controller.",
      "extensions": {
        "robotics": {
          "category": "vision_system",
          "mounting": [
            "floor"
          ],
          "protocols": [
            "ethernet_ip",
            "modbus_tcp"
          ],
          "applications": [
            "inspection"
          ],
          "spec_version": "0.1"
        }
      }
    },
    {
      "id": "visionstream",
      "url": "https://www.elementaryml.com/topics/visionstream",
      "kind": "software",
      "name": "VisionStream",
      "role": "manufacturer",
      "summary": "AI software that observes a production line, learns defect patterns without labeled training data or staged defects, and detects up to 99.9% of defects within 60 seconds of installation.",
      "extensions": {
        "robotics": {
          "category": "software",
          "applications": [
            "inspection"
          ],
          "spec_version": "0.1"
        }
      }
    },
    {
      "id": "qualityos-platform",
      "url": "https://www.elementaryml.com/product/platform",
      "kind": "software",
      "name": "QualityOS Platform",
      "role": "manufacturer",
      "summary": "Cloud platform that aggregates inspection data from VisionStream-equipped stations for traceability, real-time analytics, and integration with PLC, BI, MES, and ERP systems.",
      "extensions": {
        "robotics": {
          "category": "software",
          "applications": [
            "inspection"
          ],
          "spec_version": "0.1"
        }
      }
    },
    {
      "id": "visionlink",
      "url": "https://www.elementaryml.com/product/visionlink",
      "kind": "software",
      "name": "VisionLink",
      "role": "manufacturer",
      "summary": "AI inspection layer that adds defect detection to existing Cognex, Zebra, SICK, Keyence, and Omron FTP-enabled cameras without new hardware; reduces overkill by 40-60% in the first month.",
      "extensions": {
        "robotics": {
          "category": "software",
          "applications": [
            "inspection"
          ],
          "spec_version": "0.1"
        }
      }
    }
  ],
  "engagement": {
    "url": "https://www.elementaryml.com/contact",
    "email": "sales@elementaryml.com",
    "methods": [
      "demo",
      "consultation"
    ]
  },
  "extensions": {
    "robotics": {
      "roles": [
        "component_manufacturer",
        "software_vendor"
      ],
      "spec_version": "0.1"
    }
  },
  "updated_at": "2026-09-01"
}