aipm-ai-architecture

Prioritized Recovery Plan

Decision

• Recommendation: Contain / Investigate / Correct / Roll back / Pause
• Decision owner:
• Reason in one sentence:
• Evidence that would change the recommendation:

Actions

Priority	Horizon	Action	Linked cause or unknown	Impact	Effort	Risk reduction	Confidence	Reversibility	Owner
1	Contain / Investigate / Correct / Prevent			High / Medium / Low	High / Medium / Low	High / Medium / Low	High / Medium / Low	High / Medium / Low

Options Considered

Option	Why it could help	Why not first?	Reversible?
Workflow or non-ML change
Small architecture correction
Larger model, data, or platform change

Proof of Recovery

Level	Measure or test	Baseline	Pass or guardrail threshold	Owner
User or workflow
Retrieval or context
Generation or action
Operations
Risk

Release and Rollback

• Release scope:
• Monitoring required:
• Rollback or shutdown trigger:
• Fallback experience:
• Remaining risk and authorized risk owner:

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