{
  "brand": "HyperLake",
  "canonical": "https://hyperlake.cloud/solutions/realtime-analytics",
  "intent": "realtime-analytics",
  "title": "Real-time analytics in your cloud: scope a ClickHouse workload",
  "summary": "Velocity provides managed ClickHouse for dashboards, product analytics and data APIs. Use your own ingestion and query patterns to evaluate a move from hosted analytics.",
  "capabilities": [
    "Managed ClickHouse behind LakeGate",
    "Backups, sharding and day-two actions",
    "Role-based access for analytics workloads"
  ],
  "criteria": [
    "What ingestion freshness and retention does the product need?",
    "What query concurrency and latency matter at peak load?",
    "Can the existing warehouse remain the system of record?"
  ],
  "inputs": [
    "Representative events and query set",
    "Peak concurrency and freshness targets",
    "Current retention and operating costs"
  ],
  "steps": [
    "Choose one dashboard or data API as the pilot.",
    "Replay a representative workload and check data access controls.",
    "Compare measured behavior and full operating cost before migrating more traffic."
  ],
  "verification": [
    "Reconcile ingestion completeness.",
    "Measure latency at representative concurrency.",
    "Exercise backup recovery and the cutover rollback."
  ],
  "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=realtime-analytics&offer_id=starter-checklist-v1&utm_source=hyperlake&utm_medium=owned&utm_campaign=signup-journey&utm_content=landing_hero",
    "checklistUrl": "/solutions/realtime-analytics.txt"
  }
}