Future Ready Leadership With Jacob Morgan

8 Lessons From Uber's CTO on How to Move from "AI Enforcement" to "AI Normalization"

Feb 11, 2026
Praveen Neppalli Naga, Uber CTO and AI/platform leader, shares strategic takes on normalizing AI instead of enforcing it. He explores identity disruption as a source of resistance. He reframes success around organizational velocity, task-level job redesign, governance for legitimacy, HR and tech co-leadership, tool choices, and the systemic risk of rogue agents.
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ANECDOTE

Early Adopters Beat Brute Force

  • Praveen Neppalli Naga described engineers resisting AI not from ignorance but from not wanting to change how they work.
  • He recommended identifying early adopters and letting their practices spread organically rather than forcing tools on people.
INSIGHT

Velocity Beats Efficiency

  • Speed, not efficiency, becomes the strategic divide when competitors ship faster using agentic workflows.
  • Praveen said organizational velocity reframes AI from experiment to survival and demands bringing people along.
ADVICE

Delay ROI Measurement

  • Avoid measuring ROI too early because CFO-driven metrics push leaders to optimize prematurely.
  • Prioritize widespread adoption and treat AI as a capability shift before formalizing financial measurement.
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