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The AI Platform Lead’s Playbook: Moving From Prompt Experiments to Deterministic Production in 90 Days

A five-phase playbook for AI platform leads: name the chaos, version prompts, encode workflows as AINL graphs, consolidate monitoring, then budget cost and latency—so demos become auditable, deterministic production in about 90 days.