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AI Implementation Best Practices: From Pilot to Production

A practical checklist to deliver AI projects end-to-end: scope, data readiness, evaluation, rollout, and operations.

ImplementationCerebraTechAI Team1/12/2024

Shipping AI is as much about product, data, and operations as it is about models.

Start with a narrow use case, define success metrics, and validate data readiness early.

Design for integration, monitoring, and safe rollout to avoid POC purgatory.