{
  "@context": {
    "@vocab": "https://schema.org/",
    "xsd": "http://www.w3.org/2001/XMLSchema#",
    "ambi": "https://www.ambirobotics.com/vocab#",
    "schema": "https://schema.org/",

    "AmbiRobotics": {
      "@id": "schema:Organization",
      "@type": "@id"
    },
    "name": "schema:name",
    "url": {
      "@id": "schema:url",
      "@type": "@id"
    },
    "description": "schema:description",
    "foundingDate": "schema:foundingDate",
    "foundingLocation": "schema:foundingLocation",
    "industry": "schema:industry",

    "AmbiOS": {
      "@id": "ambi:AmbiOS",
      "@type": "@id",
      "comment": "Cloud-native operating system for physical intelligence powering all Ambi Robotics products"
    },
    "AmbiSort": {
      "@id": "ambi:AmbiSort",
      "@type": "@id",
      "comment": "AI-powered parcel sortation robot product line (A-Series and B-Series)"
    },
    "AmbiStack": {
      "@id": "ambi:AmbiStack",
      "@type": "@id",
      "comment": "Mixed-case stacking robot for inbound and outbound warehouse operations"
    },
    "AmbiVision": {
      "@id": "ambi:AmbiVision",
      "@type": "@id",
      "comment": "3D dimensioning, OCR, defect detection, and visual quality inspection subsystem"
    },
    "AmbiAccess": {
      "@id": "ambi:AmbiAccess",
      "@type": "@id",
      "comment": "Fleet management dashboard with heat maps and remote support capabilities"
    },
    "PRIME1": {
      "@id": "ambi:PRIME-1",
      "@type": "@id",
      "comment": "Foundation model trained on millions of real-world robotic operations"
    },
    "AISkillSuite": {
      "@id": "ambi:AISkillSuite",
      "@type": "@id",
      "comment": "Collection of AI applications (Sort, Stack, Kit, Pack, Induct) running on AmbiOS"
    },
    "Sim2Real": {
      "@id": "ambi:Sim2Real",
      "@type": "@id",
      "comment": "Training pipeline compressing model training by up to 10,000x via simulation"
    },
    "parcelSortation": {
      "@id": "ambi:parcelSortation",
      "comment": "Automated classification and routing of parcels by destination or attribute"
    },
    "parcelInduction": {
      "@id": "ambi:parcelInduction",
      "comment": "Automated feeding of parcels onto sortation conveyor or gaylord systems"
    },
    "fleetManagement": {
      "@id": "ambi:fleetManagement",
      "comment": "Monitoring, control, and optimization of a deployed robot fleet"
    },
    "throughput": {
      "@id": "ambi:throughput",
      "comment": "Units (parcels) processed per hour by a robotic system"
    },
    "pickRate": {
      "@id": "ambi:pickRate",
      "comment": "Number of robotic pick-and-place operations completed per unit time"
    },
    "warehouseAutomation": {
      "@id": "ambi:warehouseAutomation",
      "comment": "Application of robotic and AI systems to fulfillment and logistics facility tasks"
    },
    "WMS": {
      "@id": "ambi:WMS",
      "comment": "Warehouse Management System — upstream software Ambi robots integrate with"
    },
    "WES": {
      "@id": "ambi:WES",
      "comment": "Warehouse Execution System — real-time orchestration layer Ambi robots integrate with"
    }
  }
}