AI capability has crossed the threshold for professional services. The question is no longer whether to act — it's which path fits your firm, your data obligations, and your clients.
All figures on this site are indicative, based on a single workflow conversation. Verify with your own firm data.
The landscape
Open-weight models now run on private hardware and match public API quality. The firms that move first are already compounding an advantage.
2023 → 2026
Frontier capability reached private deployment
Three paths
Status quo, SaaS AI (Copilot, ChatGPT, Claude), or private deployment. Each has a different cost structure, data profile, and compliance answer.
1 of 3
Paths offers full data sovereignty
The economics
Productivity gains compound across roles. SaaS costs compound against you. The break-even arithmetic favours a firm that moves early.
$1.04M
Indicative annual productivity value (verify with your data)