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COMPEL Body of Knowledge

COMPEL Glossary / GL-39

Adoption Review Report

A structured assessment of actual user adoption rates, workflow integration effectiveness, and change management outcomes — measuring whether end users are actually using the AI system as designed and whether the workflow redesign is delivering its intended effects.

What this means in practice

Low adoption is treated as a governance issue requiring intervention, not just a communications problem.

Context in the COMPEL framework

Produced in the Evaluate stage from adoption metrics configured during the Training and Adoption Plan implementation. Adoption Review Reports directly feed the Learn stage's Pattern Library Update.

Where you see this

Adoption Review Report is most commonly referenced when teams work across the Evaluate and Learn stages — especially within the Value Realization layer . It appears in governance artifacts, assessment instruments, and delivery playbooks wherever COMPEL is operationalized.

Related COMPEL stages

Related domains

Synonyms

adoption metrics report , change effectiveness report , user adoption review

Related Terms Network

This diagram shows how Adoption Review Report connects to other concepts in the COMPEL body of knowledge. Each linked node is a term you can explore in turn.

Related terms for Adoption Review Report Network graph showing 3 related glossary terms connected to Adoption Review Report. Adoption Revie… Training a… KPI Review… Continuous…
3 related concepts connected to Adoption Review Report.
Accessible list of related terms
  • Training and Adoption Plan — A structured plan that defines the training content, delivery methods, timing, audience segmentation, success criteria, and adoption measurement approach for every user group affected by an AI system deployment.
  • KPI Review Report — A structured, cadenced report that measures actual AI system and program performance against the KPIs defined in the Value Thesis Register and Measurement Model — presenting actuals vs.
  • Continuous Improvement Backlog — A governed, prioritized backlog of improvement actions identified across all Evaluate and Learn stage reviews — covering control enhancements, workflow refinements, model updates, policy changes, and capability investments — that ensures organizational learning is translated into concrete, scheduled improvement work rather than good intentions.

See also

  • Training and Adoption Plan — A structured plan that defines the training content, delivery methods, timing, audience segmentation, success criteria, and adoption measurement approach for every user group affected by an AI system deployment.
  • KPI Review Report — A structured, cadenced report that measures actual AI system and program performance against the KPIs defined in the Value Thesis Register and Measurement Model — presenting actuals vs.
  • Continuous Improvement Backlog — A governed, prioritized backlog of improvement actions identified across all Evaluate and Learn stage reviews — covering control enhancements, workflow refinements, model updates, policy changes, and capability investments — that ensures organizational learning is translated into concrete, scheduled improvement work rather than good intentions.

Related articles in the Body of Knowledge

Related Terms

Other glossary terms mentioned in this entry's definition and context.