The COMPEL Glossary Graph visualizes relationships between framework terminology, showing how concepts interconnect across domains, stages, and pillars. Term nodes cluster by pillar affiliation while cross-references reveal semantic dependencies — for example, how risk appetite connects to control effectiveness, model governance, and assurance requirements. This network representation helps practitioners navigate the framework vocabulary and understand that COMPEL terminology forms a coherent conceptual system rather than isolated definitions.
COMPEL Glossary / attribution-model
Attribution model
A rule set for assigning credit to an AI feature when outcomes involve many touchpoints — e.g., first-touch, last-touch, linear, time-decay, or data-driven multi-touch.
What this means in practice
Selection materially affects reported AI value; VRR reporting should disclose the attribution choice.
Synonyms
AI attribution model , credit-assignment model
See also
- Incremental value — Delivered outcome minus counterfactual outcome — the only value quantity that survives CFO and audit-committee scrutiny.
- Value realization report (VRR) — A stakeholder-facing artefact pairing KPI tree, counterfactual narrative, and risk-adjusted financial summary.
- Counterfactual outcome — The outcome that would have occurred without the AI intervention — the benchmark against which incremental AI value is measured.