Framework
Human In The Loop
The guardrail for high-stakes, nondeterministic AI.
How it works
- 1AI does the pre-work: assembling and summarizing claim information.
- 2Every claim, and especially every rejection, passes through a human expert's eyes.
- 3Reserve full automation for low-stakes internal use cases first, then expand only where trust is earned.
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.Copilot, Not ReplacementHow AI shows up for the people, not against them.Lean Team, Big RoadmapThe velocity play.Catch The RevolutionThe career pattern worth stealing.
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