Interpretability Review Pipeline¶
Model artifacts flow from experiments through interpretability analysis to business reporting
| Attribute | Value |
|---|---|
| Type | Handoff |
| Source Phase | Build |
| Target Phase | Critique |
| Example Personas | ESC, IAN, IRE |
Example Personas¶
- ESC — Experiment Scientist (The Hypothesis Tester)
- IAN — Interpretability Analyst (The Explainer)
- IRE — Insight Reporter (The Storyteller)
Workflow Steps¶
1. Model Artifacts¶
Implementation guidance for the model artifacts step of this pattern.
2. SHAP/LIME Analysis¶
Implementation guidance for the shap/lime analysis step of this pattern.
3. Fairness Assessment¶
Implementation guidance for the fairness assessment step of this pattern.
4. Executive Summary¶
Implementation guidance for the executive summary step of this pattern.
When to Use This Pattern¶
Use this pattern when: - The workflow transitions from Build to Critique - The involved personas include: ESC, IAN, IRE
Related Patterns¶
See the Collaboration Pattern Library for complementary patterns.