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COMPEL Glossary / readiness-scorecard

Readiness scorecard

A structured, dimension-by-dimension artifact summarizing evidence, scores, remediation priorities, and owner assignments for a use-case-scoped data-readiness assessment.

What this means in practice

Primary deliverable of the AITM-DR credential; serves as both an audit artifact and a go/wait/redesign decision input for downstream AI initiatives.

Synonyms

data readiness scorecard , AI data readiness dashboard

See also

  • Data quality dimension — A measurable attribute of data integrity — accuracy, completeness, consistency, timeliness, validity, uniqueness, representativeness — used as a scoring axis in a data-readiness rubric.
  • AI data lifecycle — The nine-stage progression from sourcing through retirement used as the reference frame for data readiness: acquisition, preparation, labeling, governance, training use, validation, deployment use, monitoring, retention and retirement.
  • Remediation roadmap — A phased, resourced plan that closes identified readiness gaps, sequenced against the organisation's change capacity and dependency map.

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