{
  "manifestVersion": 1,
  "process": {
    "slug": "data-warehouse-bi",
    "title": "Data warehouse & BI",
    "phase": "product",
    "description": "Configure Snowflake/BigQuery with data pipelines from production systems and Metabase dashboards."
  },
  "manifestUrl": "https://ultrametric.ai/productarena/processes/data-warehouse-bi/manifest.json",
  "steps": [
    {
      "id": "n1",
      "title": "Set up Snowflake warehouse",
      "kind": "computer-use",
      "route": "form",
      "toolCall": null,
      "calls": [],
      "vendorOptions": [
        {
          "vendor": "snowflake",
          "name": "Snowflake",
          "productId": "snowflake",
          "arena": "data-warehouses",
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          "mcpEndpoint": null,
          "paProductUrl": "https://ultrametric.ai/productarena/arena/data-warehouses/product/snowflake"
        }
      ],
      "approvalRequired": true,
      "riskLevel": "high",
      "estimatedMinutes": 60,
      "async": false
    },
    {
      "id": "n2",
      "title": "Configure Segment sources",
      "kind": "api",
      "route": "agent",
      "toolCall": null,
      "calls": [],
      "vendorOptions": [
        {
          "vendor": "segment",
          "name": "Twilio Segment",
          "productId": "segment",
          "arena": "customer-data-platforms",
          "agentReady": 29.6,
          "mcpEndpoint": null,
          "paProductUrl": "https://ultrametric.ai/productarena/arena/customer-data-platforms/product/segment"
        }
      ],
      "approvalRequired": true,
      "riskLevel": "medium",
      "estimatedMinutes": 60,
      "async": false
    },
    {
      "id": "n3",
      "title": "Set up data models",
      "kind": "human",
      "route": "person",
      "toolCall": null,
      "calls": [],
      "vendorOptions": [],
      "approvalRequired": true,
      "riskLevel": "high",
      "estimatedMinutes": 480,
      "async": false
    },
    {
      "id": "n4",
      "title": "Configure Segment to Snowflake",
      "kind": "api",
      "route": "agent",
      "toolCall": null,
      "calls": [],
      "vendorOptions": [
        {
          "vendor": "segment",
          "name": "Twilio Segment",
          "productId": "segment",
          "arena": "customer-data-platforms",
          "agentReady": 29.6,
          "mcpEndpoint": null,
          "paProductUrl": "https://ultrametric.ai/productarena/arena/customer-data-platforms/product/segment"
        }
      ],
      "approvalRequired": true,
      "riskLevel": "medium",
      "estimatedMinutes": 30,
      "async": false
    },
    {
      "id": "n5",
      "title": "Verify data pipelines",
      "kind": "api",
      "route": "agent",
      "toolCall": null,
      "calls": [],
      "vendorOptions": [],
      "approvalRequired": true,
      "riskLevel": "medium",
      "estimatedMinutes": 120,
      "async": true
    },
    {
      "id": "n6",
      "title": "Set up Metabase dashboards",
      "kind": "api",
      "route": "agent",
      "toolCall": null,
      "calls": [],
      "vendorOptions": [
        {
          "vendor": "metabase",
          "name": "Metabase",
          "productId": null,
          "arena": null,
          "agentReady": null,
          "mcpEndpoint": null,
          "paProductUrl": null
        }
      ],
      "approvalRequired": true,
      "riskLevel": null,
      "estimatedMinutes": 120,
      "async": false
    },
    {
      "id": "n7",
      "title": "Create executive dashboard",
      "kind": "human",
      "route": "person",
      "toolCall": null,
      "calls": [],
      "vendorOptions": [],
      "approvalRequired": true,
      "riskLevel": null,
      "estimatedMinutes": 240,
      "async": false
    }
  ],
  "provenance": {
    "source": "productarena",
    "url": "https://ultrametric.ai/productarena",
    "generatedFrom": "data/processes.json + data/process-chains.json (the ProductArena founder-process corpus), resolved against live arena leaderboards at build time. Regenerate by refetching this manifest URL — it always reflects the currently deployed data, not a pinned data commit.",
    "license": "ProductArena Data License (DATA-LICENSE in github.com/ultrametricai/productarena): querying and quoting with attribution to \"ProductArena by Ultrametric Inc\" is fine; bulk redistribution or use to build competing datasets requires written permission."
  }
}