{
  "schema": "varexis-index-free-publication-preview/1",
  "catalogue_version": "ice-06-tranche-64-v1",
  "route_id": "agentic_reviewed_azure_reservation_recommendation_history",
  "record_id": "VXI-EXT-ICE06-AZURE-RESERVATION-RECOMMENDATION-HISTORY-01-v1",
  "question": "Can an Azure reservation recommendation export reconstruct a past purchasing recommendation?",
  "answer": "Reservation recommendation exports represent the current snapshot and do not support historical backfill. Historical export support for other datasets must not be generalized to recommendations. To assess what was presented when a commitment was approved, use a retained, dated recommendation and its parameters rather than a current export requested for an earlier period.",
  "records": [
    {
      "record_id": "VXI-EXT-ICE06-AZURE-RESERVATION-RECOMMENDATION-HISTORY-01-v1",
      "url": "/varexis-index/records/azure-reservation-recommendation-history.json",
      "content_sha256": "39f5acdba4538f0cf7f2eabd78eb70549a3dafd597f51aa6b9b54d6958ea19cc",
      "evidence": {
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        "generated_at_utc": "2026-10-29T21:43:00.943093Z",
        "record_id": "VXI-EXT-ICE06-AZURE-RESERVATION-RECOMMENDATION-HISTORY-01-v1",
        "record_kind": "external_reference",
        "title": "Azure reservation recommendation history",
        "system": "Microsoft",
        "evidence_family": "vendor_evidence_review",
        "index_status": "PUBLIC_SAFE_SOURCE_REVIEW",
        "evidence_state": "PRIMARY_DOCUMENTATION_REVIEW_ONLY",
        "canonical_question": "Can an Azure reservation recommendation export reconstruct a past purchasing recommendation?",
        "near_questions": [
          "Azure reservation recommendations historical backfill",
          "current recommendation snapshot audit",
          "reservation purchase original recommendation evidence",
          "Cost Management recommendation history limit"
        ],
        "supported_claims": [
          {
            "claim": "Reservation recommendation exports represent the current snapshot and do not support historical backfill. Historical export support for other datasets must not be generalized to recommendations. To assess what was presented when a commitment was approved, use a retained, dated recommendation and its parameters rather than a current export requested for an earlier period.",
            "reliance": "DOCUMENTED_CAPABILITY_ONLY"
          }
        ],
        "not_demonstrated_claims": [
          "A recommendation does not prove realized savings, historical approval or suitability of a new commitment.",
          "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": "Reservation recommendation exports represent the current snapshot and do not support historical backfill. Historical export support for other datasets must not be generalized to recommendations. To assess what was presented when a commitment was approved, use a retained, dated recommendation and its parameters rather than a current export requested for an earlier period.",
        "related_record_ids": [],
        "source_review": {
          "source_type": "official_external_documentation",
          "source_title": "Microsoft: Create and manage Cost Management exports",
          "source_url": "https://learn.microsoft.com/azure/cost-management-billing/costs/tutorial-export-acm-data",
          "checked_on": "2026-10-29",
          "candidate_record_id": "VXI-EXT-ICE06-AZURE-RESERVATION-RECOMMENDATION-HISTORY-01-v1",
          "candidate_record_sha256": "9eaf61a6514e1739fdd88dfc80a5fb29b3f21dca47bcf3d2b7aef71ecee152f1",
          "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": "Reservation recommendation exports represent the current snapshot and do not support historical backfill. Historical export support for other datasets must not be generalized to recommendations. To assess what was presented when a commitment was approved, use a retained, dated recommendation and its parameters rather than a current export requested for an earlier period.",
          "required_buyer_context": "dated saved recommendation; scope; lookback period; resource type; purchase approval date. 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": "Can an Azure reservation recommendation export reconstruct a past purchasing recommendation?",
          "documented_statement": {
            "status": "documented",
            "statement": "Reservation recommendation exports represent the current snapshot and do not support historical backfill. Historical export support for other datasets must not be generalized to recommendations. To assess what was presented when a commitment was approved, use a retained, dated recommendation and its parameters rather than a current export requested for an earlier period.",
            "source_ids": [
              "azure-export"
            ]
          },
          "review_inference": {
            "status": "review_inference",
            "statement": "A buyer audits why an agent recommended a reservation last quarter. A current recommendation can be misrepresented as the historical basis. Adds a non-backfillable recommendation evidence boundary rather than delayed billing usage. This is an operational review inference, not an observed deployment outcome.",
            "source_ids": [
              "azure-export"
            ]
          },
          "buyer_evidence_required": [
            "dated saved recommendation",
            "scope",
            "lookback period",
            "resource type",
            "purchase approval date"
          ],
          "review_condition": {
            "status": "varexis_review_policy",
            "statement": "A recommendation does not prove realized savings, historical approval or suitability of a new commitment."
          },
          "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": "azure-export",
              "url": "https://learn.microsoft.com/azure/cost-management-billing/costs/tutorial-export-acm-data",
              "final_url": "https://learn.microsoft.com/en-us/azure/cost-management-billing/costs/tutorial-improved-exports",
              "captured_at_utc": "2026-10-29T19:10:37.740899+00:00",
              "status": 200,
              "content_type": "text/html",
              "bytes": 95311,
              "sha256": "7099b31d57a1d74a069a2511a830fbac602527bdb9bad1b539896d11341b2369",
              "publisher": "Microsoft",
              "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 2026-10-29T19:10:37.740899+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": "Microsoft: Create and manage Cost Management exports",
              "checked_on": "2026-10-29",
              "capture_status": 200,
              "claim_review_completed": true,
              "hash_basis": "SHA-256 of captured HTTP response body bytes",
              "reviewed_sections": [
                "Manifest file",
                "missing attributes like subscription IDs",
                "current snapshot only"
              ]
            }
          ],
          "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": "A buyer audits why an agent recommended a reservation last quarter. A current recommendation can be misrepresented as the historical basis.",
            "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": "current snapshot only"
          },
          "buyer_relevance": "A buyer audits why an agent recommended a reservation last quarter. A current recommendation can be misrepresented as the historical basis.",
          "refusal_conditions": [
            "A recommendation does not prove realized savings, historical approval or suitability of a new commitment.",
            "Do not infer deployment conformance, authority or successful outcomes from source documentation."
          ],
          "decision_context": {
            "operator": "FinOps and invoice-reconciliation operator",
            "scenario": "A buyer audits why an agent recommended a reservation last quarter.",
            "consequence": "A current recommendation can be misrepresented as the historical basis.",
            "confidence": "Primary documentation assertion supported; deployment applicability unverified"
          },
          "novelty_review": {
            "candidate_id": "ICE06-22E38B776A2F",
            "disposition": "NEW",
            "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 a non-backfillable recommendation evidence boundary rather than delayed billing usage.",
            "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-AZURE-RESERVATION-RECOMMENDATION-HISTORY-01-v1"
            },
            "record_url": "/varexis-index/records/azure-reservation-recommendation-history.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": "A buyer audits why an agent recommended a reservation last quarter. A current recommendation can be misrepresented as the historical basis.",
          "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#azure-reservation-recommendation-history",
        "machine_readable_record": "/varexis-index/records/azure-reservation-recommendation-history.json"
      }
    }
  ],
  "access": {
    "mode": "exact_http_only",
    "payment_required": false,
    "purchase_url": null,
    "mcp_preview_available": false,
    "paid_saved_retrieval_available": false,
    "natural_language_search_qualified": false
  },
  "boundary": "Catalogue additions are available free through the exact HTTP JSON links below. Enhanced natural-language discovery is not yet qualified for these records. They are outside MCP search, MCP preview and paid saved retrieval. No search qualification, executable capability or entitlement is added.",
  "content_sha256": "ec202c65d71cd0597b4028dfed524f31e9acfeadf78f4ffc5eaf094ffe4c6f23"
}