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COMPEL Body of Knowledge

COMPEL Glossary / GL-41

ROI and Outcome Report

A comprehensive financial and strategic outcome report that quantifies the realized value of an AI initiative against its original value thesis — covering financial return, operational improvement, strategic enablement, and risk reduction — providing the evidence base for scaling, continuation, or retirement decisions.

What this means in practice

It is the definitive answer to the question of whether an AI investment delivered.

Context in the COMPEL framework

Produced in the Evaluate stage at major review milestones. The ROI and Outcome Report is the primary input to Scaling Decision Records and is referenced in the organization's broader AI investment portfolio review.

Where you see this

ROI and Outcome 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

value realization report , AI business case review , benefit realization report

Related Terms Network

This diagram shows how ROI and Outcome 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 ROI and Outcome Report Network graph showing 3 related glossary terms connected to ROI and Outcome Report. ROI and Outcom… Value Thes… KPI Review… Scaling De…
3 related concepts connected to ROI and Outcome Report.
Accessible list of related terms
  • Value Thesis Register — A living register that documents the specific value thesis for each AI use case in the portfolio — including the problem statement, value hypothesis, measurement approach, baseline, and expected outcomes.
  • 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.
  • Scaling Decision Record — A formal record of the decision to scale, replicate, or extend an AI use case to additional business units, geographies, or processes — documenting the evidence basis, scaling approach, resource requirements, governance adaptations needed, and the named decision-makers who authorized the expansion.

See also

  • Value Thesis Register — A living register that documents the specific value thesis for each AI use case in the portfolio — including the problem statement, value hypothesis, measurement approach, baseline, and expected outcomes.
  • 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.
  • Scaling Decision Record — A formal record of the decision to scale, replicate, or extend an AI use case to additional business units, geographies, or processes — documenting the evidence basis, scaling approach, resource requirements, governance adaptations needed, and the named decision-makers who authorized the expansion.

Related articles in the Body of Knowledge

Related Terms

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