{
  "brand": "HyperLake",
  "canonical": "https://hyperlake.cloud/solutions/governed-ai-analyst",
  "intent": "governed-ai-analyst",
  "title": "An AI analyst on governed company data: start with one decision",
  "summary": "Analyst combines the lakehouse, private models and agent sandboxes. Scope one business question, its permitted evidence and the checks a human reviewer will apply.",
  "capabilities": [
    "Velocity Lakehouse, Enclave and AgentBay together",
    "Semantic-layer and policy-governed data",
    "Analysis code in sandboxes and data-quality monitors"
  ],
  "criteria": [
    "Are the business definitions and data owners agreed?",
    "Can each intended role access the required evidence?",
    "Which answers require human review before use?"
  ],
  "inputs": [
    "A business question and trusted reference answer",
    "Approved datasets and metric definitions",
    "Roles, permissions and review criteria"
  ],
  "steps": [
    "Choose one decision and define what a useful answer must contain.",
    "Configure data permissions and semantic definitions.",
    "Compare outputs with trusted analysis before expanding the audience."
  ],
  "verification": [
    "Check calculations and evidence links.",
    "Test role-based differences in visibility.",
    "Review missing data and uncertain conclusions explicitly."
  ],
  "economics": "Compare the cloud bill, platform charges, operating effort and migration work for the same workload. Cloud capacity is not free. Charges and scope need agreement before paid deployment.",
  "switching": "AWS and Google Cloud are available today; other deployment environments are roadmap. Preserve the existing workload and access path until compatibility, recovery and cutover checks pass.",
  "sources": [
    "https://hyperlake.cloud/stacks",
    "https://hyperlake.cloud/faq",
    "https://hyperlake.cloud/get-started"
  ],
  "nextStep": {
    "label": "Discuss this workload",
    "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=governed-ai-analyst&offer_id=starter-checklist-v1&utm_source=hyperlake&utm_medium=owned&utm_campaign=signup-journey&utm_content=landing_hero",
    "checklistUrl": "/solutions/governed-ai-analyst.txt"
  }
}