8 steps to actually land AI in regulated enterprises: sponsor first, baseline before models
alex_verem · x · 2026-09-09
Most AI transformation advice comes from people who have never run a model in a regulated company. The author offers 8 concrete steps, including: name a sponsor (1hr/week owning priorities, acceptance, escalation) before picking a use case; choose one customer-visible workflow with an existing business metric (onboarding, KYC, reporting); and document a baseline — triggers, end state, exceptions — before touching any model. Core thesis: enterprise AI adoption is an org/process problem, not a model problem.
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