{
  "brand": "HyperLake",
  "canonical": "https://hyperlake.cloud/solutions/physical-ai",
  "intent": "physical-ai",
  "title": "Physical AI infrastructure and open-source stack map",
  "summary": "Map the software layers needed for physical AI and robotics infrastructure.",
  "capabilities": [
    "Projects grouped by infrastructure layer",
    "Official project references",
    "Connections to data and AI infrastructure"
  ],
  "criteria": [
    "Map ingestion, storage, training, simulation, serving and observability as separate infrastructure layers.",
    "Hardware compatibility, safety requirements and deployment environment constrain the software choice.",
    "Treat the stack map as a planning aid; confirm project maturity, licenses and operational support directly."
  ],
  "inputs": [
    "Sensor/data sources and intended deployment environment",
    "Hardware, models and integration requirements",
    "Safety, latency, data retention and operational ownership constraints"
  ],
  "steps": [
    "Map the target workflow to the infrastructure layers.",
    "Review official project references and identify missing integrations.",
    "Test a bounded non-production pipeline on representative data.",
    "Agree deployment scope and specialist responsibilities before production use."
  ],
  "verification": [
    "Validate data formats and hardware compatibility.",
    "Measure pipeline latency and recoverability.",
    "Confirm domain-specific safety review and operating ownership."
  ],
  "economics": "Evaluate infrastructure capacity and the work required to operate the selected components. Open-source licensing alone does not determine total cost.",
  "switching": "Check hardware, data formats, integration needs and operational ownership for your specific deployment.",
  "sources": [
    "https://hyperlake.cloud/physical-ai/open-source-stack-map",
    "https://hyperlake.cloud/physical-ai"
  ],
  "nextStep": {
    "label": "Discuss this workflow",
    "url": "https://hyperlake.cloud/contact"
  },
  "freePlanning": {
    "headline": "Start with your workload, not a blank platform",
    "benefit": "Get a free deployment checklist, then create your workspace. Free expert help with your use case is also available through our contact form.",
    "label": "Create your HyperLake workspace",
    "note": "No free cloud capacity is promised. Deployment scope and charges are agreed separately; AWS and Google Cloud are available today.",
    "signupUrl": "https://app.hyperlake.cloud/users/sign_in?intent=physical-ai&offer_id=starter-checklist-v1&utm_source=hyperlake&utm_medium=owned&utm_campaign=signup-journey&utm_content=landing_hero",
    "checklistUrl": "/solutions/physical-ai.txt"
  }
}