Framework
Lean Team, Big Roadmap
The velocity play.
How it works
- 1Around 210 engineers running AI-augmented development across the board.
- 2A roadmap once scoped at 18 to 24 months now targeted for six (his stated internal results).
- 3Engineers are made more effective, not removed. AI is the multiplier, not the headcount cut.
Hear it on the podcast
800,000 Lives, 210 Engineers, One Bet: Inside Collective Health's AI PushListen to the episodeMore from this episode
Customer First, Margin SecondThe decision filter Collective Health applies to every AI use case.Be The Change (Lead, Do Not Wait)Gaurav's answer to a broken industry, borrowed from Gandhi.Human In The LoopThe guardrail for high-stakes, nondeterministic AI.Copilot, Not ReplacementHow AI shows up for the people, not against them.Catch The RevolutionThe career pattern worth stealing.
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