{
  "card_url": "https://itha.ai/c/elementaryml.com/card.json",
  "status": "unclaimed",
  "updated_at": "2026-09-01",
  "revision": 1,
  "provenance_url": "https://itha.ai/c/elementaryml.com/provenance.json",
  "card": {
    "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"
  }
}