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Treat prompt and model updates like code changes with explicit approvals.
Governance · 27/5/2026 · 7 دقيقة قراءة
Prompt and model changes can alter behavior dramatically. Informal updates create avoidable incidents.
Introduce release gates with eval deltas, approval requirements, and rollback plans. Keep a changelog linking updates to business outcomes.
This process improves auditability and helps teams scale AI changes without fear.
Track resolution share, reviewer load, exception recovery, unit cost, latency, and quality deltas once the system is live.
AI economicsEstimate value with baseline volume, cycle time, exception rate, adoption curve, and operating cost instead of generic AI claims.
Delivery strategyOperational ownership transfer should be planned as a product milestone.
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