{
  "schema_version": "elkwai.value_realization.v1",
  "workflow_id": "data-feed-quality-freshness",
  "review_date": "2026-10-10",
  "operations": {
    "schema_version": "elkwai.operations_assurance.v1",
    "workflow_id": "data-feed-quality-freshness",
    "review_date": "2026-10-10",
    "delivery": {
      "schema_version": "elkwai.delivery_evidence.v1",
      "workflow_id": "data-feed-quality-freshness",
      "review_date": "2026-10-10",
      "engagement": {
        "schema_version": "elkwai.engagement_pack.v1",
        "workflow_id": "data-feed-quality-freshness",
        "review_date": "2026-10-10",
        "project": {
          "schema_version": "elkwai.solution_project.v1",
          "workflow_id": "data-feed-quality-freshness",
          "project_name": "Data feed quality and freshness review",
          "review_date": "2026-10-10",
          "start_date": null,
          "currency": "USD",
          "context": {
            "task": "A feed arrives today with yesterday's content, missing a partition, while a green uptime indicator masks the gap.",
            "outcome": "",
            "systems": "",
            "owner": "",
            "evidence": "",
            "acceptance": "Request availability is not substituted for content freshness.\nUnknown coverage is not labeled complete.\nRevisions retain source and observation times rather than overwriting history.",
            "notes": ""
          },
          "baseline": {
            "volume_monthly": null,
            "horizon_months": 12,
            "minutes": null,
            "exception_percent": null,
            "exception_minutes": null,
            "hourly_cost": null,
            "cash_share_percent": null,
            "owner_hourly_value": null,
            "basis": "estimate"
          },
          "alternatives": [
            {
              "id": "A1",
              "title": "Simpler process or existing software",
              "adoption_percent": 100,
              "ramp_months": 1,
              "minutes": null,
              "exception_percent": null,
              "exception_minutes": null,
              "setup_cash": null,
              "platform_monthly": null,
              "support_monthly": null,
              "usage_per_case": null,
              "setup_unpaid_hours": null,
              "unpaid_hours_monthly": null,
              "notes": ""
            },
            {
              "id": "A2",
              "title": "Connected implementation",
              "adoption_percent": 100,
              "ramp_months": 1,
              "minutes": null,
              "exception_percent": null,
              "exception_minutes": null,
              "setup_cash": null,
              "platform_monthly": null,
              "support_monthly": null,
              "usage_per_case": null,
              "setup_unpaid_hours": null,
              "unpaid_hours_monthly": null,
              "notes": ""
            }
          ],
          "phases": [
            {
              "id": "P1",
              "title": "Inspect supplied feed metadata with an explicit evaluation cutoff.",
              "days": null,
              "planned_cost": null,
              "resource": ""
            },
            {
              "id": "P2",
              "title": "Review records for identifiers, duplicates and changing schemas.",
              "days": null,
              "planned_cost": null,
              "resource": ""
            },
            {
              "id": "P3",
              "title": "Keep known zero counts separate from unknown coverage.",
              "days": null,
              "planned_cost": null,
              "resource": ""
            },
            {
              "id": "P4",
              "title": "Scope one intake and transformation, then define alerts, retries and source ownership if continuous operation is needed.",
              "days": null,
              "planned_cost": null,
              "resource": ""
            }
          ]
        },
        "engagement": {
          "purpose": "Track what the feed covers and when its underlying content was current, not just when a request succeeded.",
          "users": "",
          "in_scope": "Inspect supplied feed metadata with an explicit evaluation cutoff.\nReview records for identifiers, duplicates and changing schemas.\nKeep known zero counts separate from unknown coverage.\nScope one intake and transformation, then define alerts, retries and source ownership if continuous operation is needed.",
          "out_of_scope": "",
          "dependencies": "Observed, published and covered-through timestamps\nExpected partitions and count semantics\nCustomer-defined freshness and coverage limits",
          "data_handling": "",
          "deployment": "",
          "buyer_owner": "",
          "delivery_owner": "",
          "decision_date": null
        },
        "acceptance": [
          {
            "id": "C1",
            "statement": "Request availability is not substituted for content freshness.",
            "method": "Demonstration and retained evidence",
            "weight": 34
          },
          {
            "id": "C2",
            "statement": "Unknown coverage is not labeled complete.",
            "method": "Demonstration and retained evidence",
            "weight": 33
          },
          {
            "id": "C3",
            "statement": "Revisions retain source and observation times rather than overwriting history.",
            "method": "Demonstration and retained evidence",
            "weight": 33
          }
        ],
        "operations": {
          "service_window": "",
          "response_target": "",
          "monitoring": "Content age, collection lag and missing partitions\nDuplicate and invalid records\nException age and recovery time",
          "backup_recovery": "",
          "change_control": "",
          "support_owner": "",
          "handoff": "Scope one intake and transformation, then define alerts, retries and source ownership if continuous operation is needed."
        },
        "vendor_rows": [
          {
            "id": "V1",
            "name": "Option one",
            "notes": ""
          },
          {
            "id": "V2",
            "name": "Option two",
            "notes": ""
          }
        ]
      },
      "delivery": {
        "environment": "",
        "release_version": "",
        "delivery_owner": "",
        "customer_owner": "",
        "status": "planned",
        "status_note": "",
        "last_reviewed_at": "2026-10-10"
      },
      "milestones": [
        {
          "id": "P1",
          "title": "Inspect supplied feed metadata with an explicit evaluation cutoff.",
          "status": "planned",
          "planned_date": null,
          "completed_date": null,
          "owner": "",
          "evidence": "",
          "blocker": ""
        },
        {
          "id": "P2",
          "title": "Review records for identifiers, duplicates and changing schemas.",
          "status": "planned",
          "planned_date": null,
          "completed_date": null,
          "owner": "",
          "evidence": "",
          "blocker": ""
        },
        {
          "id": "P3",
          "title": "Keep known zero counts separate from unknown coverage.",
          "status": "planned",
          "planned_date": null,
          "completed_date": null,
          "owner": "",
          "evidence": "",
          "blocker": ""
        },
        {
          "id": "P4",
          "title": "Scope one intake and transformation, then define alerts, retries and source ownership if continuous operation is needed.",
          "status": "planned",
          "planned_date": null,
          "completed_date": null,
          "owner": "",
          "evidence": "",
          "blocker": ""
        }
      ],
      "changes": [],
      "acceptance": [
        {
          "id": "C1",
          "statement": "Request availability is not substituted for content freshness.",
          "result": "untested",
          "tested_at": null,
          "evidence": "",
          "reviewer": "",
          "exception": ""
        },
        {
          "id": "C2",
          "statement": "Unknown coverage is not labeled complete.",
          "result": "untested",
          "tested_at": null,
          "evidence": "",
          "reviewer": "",
          "exception": ""
        },
        {
          "id": "C3",
          "statement": "Revisions retain source and observation times rather than overwriting history.",
          "result": "untested",
          "tested_at": null,
          "evidence": "",
          "reviewer": "",
          "exception": ""
        }
      ],
      "launch_checks": [
        {
          "id": "L1",
          "title": "Identity and access",
          "requirement": "Required identities, least authority and revocation were exercised.",
          "state": "unknown",
          "evidence": "",
          "owner": ""
        },
        {
          "id": "L2",
          "title": "Data routes and retention",
          "requirement": "Inputs, external transfers, authoritative records and retention are documented.",
          "state": "unknown",
          "evidence": "",
          "owner": ""
        },
        {
          "id": "L3",
          "title": "Monitoring and reconciliation",
          "requirement": "Failures, unknown outcomes and business effects can be detected and reconciled.",
          "state": "unknown",
          "evidence": "",
          "owner": ""
        },
        {
          "id": "L4",
          "title": "Backup and recovery",
          "requirement": "The agreed backup and restore path was exercised.",
          "state": "unknown",
          "evidence": "",
          "owner": ""
        },
        {
          "id": "L5",
          "title": "Rollback and change control",
          "requirement": "A release can be stopped or restored without hiding failed work.",
          "state": "unknown",
          "evidence": "",
          "owner": ""
        },
        {
          "id": "L6",
          "title": "Operating ownership",
          "requirement": "Runbook, support route, dependencies and named owners are available.",
          "state": "unknown",
          "evidence": "",
          "owner": ""
        }
      ],
      "handoff": {
        "support_route": "",
        "service_window": "",
        "response_target": "",
        "runbook_location": "",
        "backup_location": "",
        "credential_owner": "",
        "dependency_owner": "",
        "known_limits": "",
        "open_work": "",
        "exit_export": "",
        "accepted_by": "",
        "accepted_at": null
      }
    },
    "operation": {
      "environment": "",
      "service_owner": "",
      "business_owner": "",
      "period_start": null,
      "period_end": null,
      "review_cadence": "monthly",
      "state": "pre-operational",
      "service_commitment": "",
      "authoritative_record": "",
      "status_note": ""
    },
    "service_checks": [
      {
        "id": "S1",
        "title": "Availability and business continuity",
        "state": "unknown",
        "observed_at": null,
        "evidence": "",
        "owner": "",
        "corrective_action": ""
      },
      {
        "id": "S2",
        "title": "Queue, latency and throughput",
        "state": "unknown",
        "observed_at": null,
        "evidence": "",
        "owner": "",
        "corrective_action": ""
      },
      {
        "id": "S3",
        "title": "Output quality and exception burden",
        "state": "unknown",
        "observed_at": null,
        "evidence": "",
        "owner": "",
        "corrective_action": ""
      },
      {
        "id": "S4",
        "title": "Access and security operation",
        "state": "unknown",
        "observed_at": null,
        "evidence": "",
        "owner": "",
        "corrective_action": ""
      },
      {
        "id": "S5",
        "title": "Backup, restore and reconciliation",
        "state": "unknown",
        "observed_at": null,
        "evidence": "",
        "owner": "",
        "corrective_action": ""
      },
      {
        "id": "S6",
        "title": "Dependency and cost health",
        "state": "unknown",
        "observed_at": null,
        "evidence": "",
        "owner": "",
        "corrective_action": ""
      }
    ],
    "events": [],
    "costs": [],
    "outcomes": [
      {
        "id": "O1",
        "statement": "Content age, collection lag and missing partitions",
        "baseline": null,
        "observed": null,
        "unit": "",
        "sample_size": null,
        "period_start": null,
        "period_end": null,
        "evidence": "",
        "confidence": "unknown",
        "notes": ""
      },
      {
        "id": "O2",
        "statement": "Duplicate and invalid records",
        "baseline": null,
        "observed": null,
        "unit": "",
        "sample_size": null,
        "period_start": null,
        "period_end": null,
        "evidence": "",
        "confidence": "unknown",
        "notes": ""
      },
      {
        "id": "O3",
        "statement": "Exception age and recovery time",
        "baseline": null,
        "observed": null,
        "unit": "",
        "sample_size": null,
        "period_start": null,
        "period_end": null,
        "evidence": "",
        "confidence": "unknown",
        "notes": ""
      }
    ],
    "review": {
      "summary": "",
      "what_worked": "",
      "what_failed": "",
      "customer_effect": "",
      "next_decision": "continue",
      "decision_reason": "",
      "decision_owner": "",
      "decision_date": null,
      "next_review": null,
      "open_risks": "",
      "retirement_export": ""
    }
  },
  "review": {
    "review_name": "Data feed quality and freshness review value review",
    "period_start": null,
    "period_end": null,
    "business_owner": "",
    "delivery_owner": "",
    "currency": "USD",
    "decision": "continue",
    "decision_date": null,
    "next_review": null,
    "executive_summary": "",
    "attribution_limits": "",
    "open_risks": ""
  },
  "benefits": [
    {
      "id": "B1",
      "statement": "Content age, collection lag and missing partitions",
      "benefit_type": "capacity",
      "baseline": null,
      "observed": null,
      "unit": "",
      "eligible_volume": null,
      "adoption_percent": null,
      "cash_value": null,
      "capacity_hours": null,
      "evidence": "",
      "confidence": "unknown",
      "notes": ""
    },
    {
      "id": "B2",
      "statement": "Duplicate and invalid records",
      "benefit_type": "capacity",
      "baseline": null,
      "observed": null,
      "unit": "",
      "eligible_volume": null,
      "adoption_percent": null,
      "cash_value": null,
      "capacity_hours": null,
      "evidence": "",
      "confidence": "unknown",
      "notes": ""
    },
    {
      "id": "B3",
      "statement": "Exception age and recovery time",
      "benefit_type": "capacity",
      "baseline": null,
      "observed": null,
      "unit": "",
      "eligible_volume": null,
      "adoption_percent": null,
      "cash_value": null,
      "capacity_hours": null,
      "evidence": "",
      "confidence": "unknown",
      "notes": ""
    }
  ],
  "costs": {
    "implementation_cash": null,
    "operating_cash": null,
    "internal_hours": null,
    "internal_hour_value": null,
    "exception_cash": null,
    "other_cash": null,
    "evidence": ""
  },
  "risks": [],
  "actions": []
}