{
  "brand": "HyperLake",
  "canonical": "https://hyperlake.cloud/solutions/batch-realtime-lakehouse",
  "intent": "batch-realtime-lakehouse",
  "title": "Batch and real-time analytics without competing for one engine",
  "summary": "Velocity Lakehouse combines open tables with a ClickHouse hot tier and separate transformation capacity. Plan how batch, interactive and existing warehouse work will be divided.",
  "capabilities": [
    "Iceberg, Trino and ClickHouse in one stack",
    "Separate transformation and interactive engines",
    "LakeGate policy and query routing"
  ],
  "criteria": [
    "Which data belongs in the hot tier versus open tables?",
    "What freshness and concurrency does each consumer need?",
    "Which warehouse workloads should remain where they are?"
  ],
  "inputs": [
    "Batch and interactive query examples",
    "Freshness targets and data volumes",
    "Existing warehouse dependencies"
  ],
  "steps": [
    "Classify workloads by freshness, latency and retention.",
    "Pilot one dataset through batch and hot-tier paths.",
    "Validate routing, reconciliation and cost before consolidating systems."
  ],
  "verification": [
    "Reconcile hot-tier and table results.",
    "Check interactive latency while batch work runs.",
    "Document replay and recovery for each tier."
  ],
  "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=batch-realtime-lakehouse&offer_id=starter-checklist-v1&utm_source=hyperlake&utm_medium=owned&utm_campaign=signup-journey&utm_content=landing_hero",
    "checklistUrl": "/solutions/batch-realtime-lakehouse.txt"
  }
}