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README.md

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@@ -83,14 +83,14 @@ Three phases — Scan, Assess, Remediate — from light to deep:
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Every assessment is organized into six stages — one per factor of AI-ready data:
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| Factor | What It Measures | Example Requirements |
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| -------------- | ------------------------------------------------------------------------- | ------------------------------------------------------------------------------------- |
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| **Clean** | Accuracy, completeness, validity, and error-free records | `data_completeness`, `uniqueness`, `referential_integrity` |
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| **Contextual** | Schema documentation and metadata for machines and humans | `semantic_documentation`, `relationship_declaration`, `entity_identifier_declaration` |
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| **Consumable** | Data in the right format, indexed, and accessible at the right latency | `embedding_coverage`, `vector_index_coverage`, `serving_latency_compliance` |
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| **Current** | Freshness guarantees — change detection, SLAs, propagation latency | `change_detection`, `data_freshness`, `incremental_update_coverage` |
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| **Correlated** | Lineage, provenance, and traceability from source to consumption | `data_provenance`, `lineage_completeness`, `agent_attribution` |
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| **Compliant** | Governance — classification, masking, access policies, consent, retention | `classification`, `column_masking`, `access_audit_coverage` |
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| Factor | Example Requirements |
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| -------------- | ------------------------------------------------------------------------------------- |
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| **Clean** | `data_completeness`, `uniqueness`, `referential_integrity` |
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| **Contextual** | `semantic_documentation`, `relationship_declaration`, `entity_identifier_declaration` |
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| **Consumable** | `embedding_coverage`, `vector_index_coverage`, `serving_latency_compliance` |
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| **Current** | `change_detection`, `data_freshness`, `incremental_update_coverage` |
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| **Correlated** | `data_provenance`, `lineage_completeness`, `agent_attribution` |
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| **Compliant** | `classification`, `column_masking`, `access_audit_coverage` |
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All scores are 0–1 where **1.0 is perfect**. Requirements pass when `score >= threshold`.

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