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Topic: Implementation & Transformation

Implementation Framework AI Automation

From AI Pilot to Production: A Practical Implementation Framework

Moving an AI workflow into normal operations requires ownership, testing, controls, support, measurement, and a plan for change after launch.

Shamar Bennett August 18, 2026