BEFORE YOU READ — HERE'S WHAT THE DATA SAYS
65%
of firms are experimenting with AI tools
4%
are achieving meaningful business-level gains
85%
lack the budget, time, or skills to implement
01
The gap isn't access to tools — it's how firms are applying them
65% are using AI, mostly for summaries, emails, and meeting notes. That's personal productivity, not operational leverage. The firms getting results are building shared, repeatable workflows — not individual habits.
02
The failure modes aren't technical
Lack of clarity on where to apply AI, skepticism from past initiatives, and no clear path to fund adoption — these are what's actually stalling progress. Most firms are waiting 8–12 months to make a decision because there's no financial framework to move forward.
03
The firms getting results aren't doing more — they're doing it differently
They started with clarity on their "AI-why," ran structured Proof-of-Value projects to build confidence, and used a self-funding adoption model to remove budget friction. That's the pattern. It's repeatable.