One-person AI teams are a trap: advisor warns of key-person risk in enterprise AI hires

alex_verem · x · 2026-10-30

A partner at a large advisory firm describes a recurring pattern: PE-backed companies building in-house AI teams start with one or two strong hires, who end up carrying everything—strategy, systems, reviews, on-call—then burn out and leave, forcing the company back to outside consultants.

The author agrees this is classic key-person risk: excellent hires can hide it because the work keeps getting done, but it won't survive their departure. Advice: give new AI leads a team from day one, document what each agent does, what it can access, which decisions need approval and who owns them, and keep the code in your own repository.

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