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Explore a strategic framework for maximizing return on investment when implementing AI tooling within platform engineering teams through this 16-minute conference talk. Learn how to build comprehensive rollout plans that demonstrate clear business impact as AI technologies evolve from basic code completion to fully agentic workflows. Discover methods for defining success through measurable impact dimensions and tracking productivity improvements over time. Master the use of goal setting and data-driven guardrails to effectively manage implementation risks while maximizing long-term organizational value. Gain practical insights from real-world experience on aligning AI initiatives with business outcomes and ensuring internal platform investments deliver meaningful, quantifiable results for developer efficiency and operational agility.
