A services firm knew it needed AI but worried about data exposure and wasted spend. Pilots stalled and nothing reached production.
Targeted workflows where AI clearly paid off.
Data integrity, access, and oversight first.
Training so people actually adopted it.
Owned the rollout end to end.
Scott got us adopting AI safely — in production, not in a slide deck.