{
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  "generated_at_utc": "2026-10-29T21:43:00.943093Z",
  "record_id": "VXI-EXT-ICE06-DATABRICKS-ORIGINAL-RECORD-LATENCY-BOUNDARY-01-v1",
  "record_kind": "external_reference",
  "title": "Databricks original record latency boundary",
  "system": "Databricks",
  "evidence_family": "vendor_evidence_review",
  "index_status": "PUBLIC_SAFE_SOURCE_REVIEW",
  "evidence_state": "PRIMARY_DOCUMENTATION_REVIEW_ONLY",
  "canonical_question": "Does Databricks' typical usage availability establish that later corrections are complete?",
  "near_questions": [
    "Databricks billing twelve hour corrections",
    "system billing usage finalization boundary",
    "new workspace billing ingestion delay",
    "ORIGINAL versus RESTATEMENT availability"
  ],
  "supported_claims": [
    {
      "claim": "The captured guide says original billing usage records are typically available within twelve hours, with new workspaces potentially taking longer. This statement applies only to ORIGINAL records, not RETRACTION or RESTATEMENT corrections. It is not a finalization deadline; retain the observation time and reconcile later changes before closing an interval.",
      "reliance": "DOCUMENTED_CAPABILITY_ONLY"
    }
  ],
  "not_demonstrated_claims": [
    "Typical availability is neither a delivery SLA nor proof of a final or complete bill.",
    "Buyer implementation, live runtime enforcement, settled payment, verified deletion or certification are not established.",
    "No expanded capabilities or licences for existing INDEX executables."
  ],
  "public_summary": "The captured guide says original billing usage records are typically available within twelve hours, with new workspaces potentially taking longer. This statement applies only to ORIGINAL records, not RETRACTION or RESTATEMENT corrections. It is not a finalization deadline; retain the observation time and reconcile later changes before closing an interval.",
  "related_record_ids": [],
  "source_review": {
    "source_type": "official_external_documentation",
    "source_title": "Databricks: Billable usage system table",
    "source_url": "https://docs.databricks.com/gcp/en/admin/system-tables/billing",
    "checked_on": "2026-10-29",
    "candidate_record_id": "VXI-EXT-ICE06-DATABRICKS-ORIGINAL-RECORD-LATENCY-BOUNDARY-01-v1",
    "candidate_record_sha256": "749270d643b6931ddcd499db116fdbcb6246580d6154045d2991bc2d16c195da",
    "method": "Primary documentation reviewed for the published bounded statement.",
    "deployment_tested_by_varexis": false,
    "revalidation": "The delivered snapshot preserves the review date shown. Recheck current primary documentation and deployment context before relying on present applicability; payment does not trigger fresh research."
  },
  "answer_policy": {
    "classification": "DOCUMENTED_WITH_DEPLOYMENT_BOUNDARY",
    "bounded_answer": "The captured guide says original billing usage records are typically available within twelve hours, with new workspaces potentially taking longer. This statement applies only to ORIGINAL records, not RETRACTION or RESTATEMENT corrections. It is not a finalization deadline; retain the observation time and reconcile later changes before closing an interval.",
    "required_buyer_context": "workspace age; ingestion date; record type; usage interval; later correction observations. Buyer deployment not inspected.",
    "missing_evidence": "A broader claim needs evidence matching the intended use. Payment does not upgrade the evidence state."
  },
  "private_boundary": "Raw logs, thresholds, private paths, source code, protected mechanisms and reconstruction-level details are excluded from public and paid delivery.",
  "decision_profile": {
    "schema": "varexis-vendor-evidence-review/1",
    "review_status": "documentation_review_only",
    "checked_on": "2026-10-29",
    "claim_to_check": "Does Databricks' typical usage availability establish that later corrections are complete?",
    "documented_statement": {
      "status": "documented",
      "statement": "The captured guide says original billing usage records are typically available within twelve hours, with new workspaces potentially taking longer. This statement applies only to ORIGINAL records, not RETRACTION or RESTATEMENT corrections. It is not a finalization deadline; retain the observation time and reconcile later changes before closing an interval.",
      "source_ids": [
        "db-billing"
      ]
    },
    "review_inference": {
      "status": "review_inference",
      "statement": "An operator freezes the cost total twelve hours after a run. Later correction records can be excluded. Adds Databricks' explicit original-only timing limitation and new-workspace exception. This is an operational review inference, not an observed deployment outcome.",
      "source_ids": [
        "db-billing"
      ]
    },
    "buyer_evidence_required": [
      "workspace age",
      "ingestion date",
      "record type",
      "usage interval",
      "later correction observations"
    ],
    "review_condition": {
      "status": "varexis_review_policy",
      "statement": "Typical availability is neither a delivery SLA nor proof of a final or complete bill."
    },
    "unknowns": "The buyer implementation, effective authority, source-data completeness and actual business outcomes were not inspected.",
    "unknown_finding": {
      "status": "unknown",
      "statement": "No buyer deployment or transaction was observed."
    },
    "evidence_sources": [
      {
        "source_id": "db-billing",
        "url": "https://docs.databricks.com/gcp/en/admin/system-tables/billing",
        "final_url": "https://docs.databricks.com/gcp/en/admin/system-tables/billing",
        "captured_at_utc": "2026-10-29T19:10:37.122713+00:00",
        "status": 200,
        "content_type": "text/html",
        "bytes": 71057,
        "sha256": "54ae6100041a7bfc0378b908ce190705ebd9b086a4d5dd7ba6016de0b1e24a72",
        "publisher": "Databricks",
        "version_context": "Rolling official documentation; applicability is limited to the exact captured response and its stated service, API and feature constraints. Recheck present support before current reliance. Source captured 2026-10-29T19:10:37.122713+00:00.",
        "rights_review": "Public original factual paraphrase and attributed source metadata only. Captured documentation bodies, code examples, images and vendor marks remain private. No vendor software licence, certification or buyer deployment assurance is granted.",
        "capture_integrity_verified": true,
        "source_assertion_reviewed": true,
        "title": "Databricks: Billable usage system table",
        "checked_on": "2026-10-29",
        "capture_status": 200,
        "claim_review_completed": true,
        "hash_basis": "SHA-256 of captured HTTP response body bytes",
        "reviewed_sections": [
          "Record type reference",
          "Record availability",
          "Billing origin product reference"
        ]
      }
    ],
    "observed_deployment": false,
    "commercial_reliance_boundary": "Documentation supports only the stated boundary. Existing licensed checkers analyse supported supplied declarations locally; they do not inspect provider accounts, verify live behaviour, enforce decisions or certify compliance.",
    "paid_value": {
      "decision_context": "An operator freezes the cost total twelve hours after a run. Later correction records can be excluded.",
      "free": "Complete source review, questions, provenance and limitations; free to read and save locally.",
      "single_request": "Unavailable for this publication-only record; historical saved retrieval is unchanged.",
      "evidence_receipt": "Unavailable for this publication-only record; no paid retrieval entitlement is added.",
      "excluded": [
        "Fresh source research",
        "Native provider integration or schema support",
        "Live inspection or runtime enforcement",
        "Payment settlement or verified deletion",
        "Certification or expanded licences"
      ],
      "integrity": "Hashes identify content versions; they do not prove factual truth or provide a signature."
    },
    "revalidation": {
      "trigger": "Recheck current primary documentation and the applicable API, service, account and configuration before reliance. No ongoing monitoring is included.",
      "specific_watch": "Record availability"
    },
    "buyer_relevance": "An operator freezes the cost total twelve hours after a run. Later correction records can be excluded.",
    "refusal_conditions": [
      "Typical availability is neither a delivery SLA nor proof of a final or complete bill.",
      "Do not infer deployment conformance, authority or successful outcomes from source documentation."
    ],
    "decision_context": {
      "operator": "FinOps and invoice-reconciliation operator",
      "scenario": "An operator freezes the cost total twelve hours after a run.",
      "consequence": "Later correction records can be excluded.",
      "confidence": "Primary documentation assertion supported; deployment applicability unverified"
    },
    "novelty_review": {
      "candidate_id": "ICE06-A663B7B0BE8F",
      "disposition": "EXTENSION",
      "nearest_record_id": "VXI-EXT-PROCUREMENT-AWS-COST-DATA-ESTIMATES-LATE-ADJUSTMENTS-01-v1",
      "nearest_record_url": "/varexis-index/records/aws-cost-data-estimates-late-adjustments.json",
      "nearest_record_sha256": "a6ad762a34f45deda84341a2e288dacb0cf6fba117b0e1114a1d5540ca799743",
      "material_distinction": "Adds Databricks' explicit original-only timing limitation and new-workspace exception.",
      "independent_challenge": "PASS"
    },
    "optional_selection": {
      "guide_id": "ai-cost-invoice-assurance",
      "guide_url": "/index-guides/ai-cost-invoice-assurance",
      "guide_manifest": "/varexis-index/decision-guides.json",
      "checker": null,
      "boundary": "Optional adjacent workflow only. This review does not extend a checker input schema or implement native provider validation. Preserve the six canonical guides unchanged."
    },
    "exact_access": {
      "endpoint": "/mcp/catalogue",
      "tool": "get_publication_record",
      "arguments": {
        "record_id": "VXI-EXT-ICE06-DATABRICKS-ORIGINAL-RECORD-LATENCY-BOUNDARY-01-v1"
      },
      "record_url": "/varexis-index/records/databricks-original-record-latency-boundary.json",
      "original_mcp_search": false,
      "paid_saved_retrieval": false
    }
  },
  "niche": {
    "niche_id": "ice06-ai-cost-usage-invoice-assurance",
    "label": "AI Cost, Usage & Invoice Assurance",
    "classification_id": "ai-cost-usage-invoice-assurance",
    "classification_label": "AI Cost, Usage & Invoice Assurance",
    "topic_id": "ai-cost-usage-invoice-assurance",
    "buyer_intent": "An operator freezes the cost total twelve hours after a run. Later correction records can be excluded.",
    "comparison_role": "supplementary_discovery"
  },
  "paid_access_note": "The full published answer and boundaries are free. Paid access saves the selected route and source versions, with an unsigned receipt when purchased. Preview coverage before paying. Fresh research, bespoke assessment and protected evidence are excluded.",
  "service_route": {
    "request_guide": "/varexis-index/request.html",
    "request_workflow": "/varexis-index/request-workflow.json",
    "service_id": "single_request",
    "service_routes_url": "/varexis-index/service-routes.json",
    "payment_required": true,
    "availability_endpoint": "/api/index/capabilities",
    "operational_status": "AUTOMATIC_SERVICE_CAPABILITIES_GATED",
    "checkout_url": "/index-access"
  },
  "authority_boundary": "VAREXIS-INDEX informs evidence reliance. It does not provide advice, certification, deployment authority, security assurance, production approval, or guarantee.",
  "human_page": "/varexis-index/catalog.html#databricks-original-record-latency-boundary",
  "machine_readable_record": "/varexis-index/records/databricks-original-record-latency-boundary.json"
}
