Similar Posts
If AI Builds the Deck, Measure Decision Density—Not Slides per Day
AI can produce a 60-slide deck before lunch. Professional-services firms need a better production metric: a reviewable chain from client question to evidence, recommendation, decision and owner.
Why Your Law Firm’s AI Strategy Is Already Obsolete
UK law firms expect AI to eliminate 16% of chargeable hours by 2027. That’s not an efficiency gain — it’s a business model crisis. If your firm is still experimenting with general-purpose AI, you’re already two years behind.
The Best Exit-Readiness KPI Is How Fast You Answer a Buyer
A populated data room is not exit readiness. Use the Diligence Response Clock to prove how fast a portfolio company can answer a buyer with traceable evidence.
Agencies Don’t Need More AI Output. They Need a Taste-and-Proof OS
AI output is table stakes for agencies. The edge is a Taste-and-Proof Operating System: POV, proof, taste gates, QA, and learning loops.
Agencies Don’t Have an AI Tool Problem. They Have a Delivery Memory Problem.
Digital agencies do not need another generic AI tool. They need a delivery memory layer that turns client context, approval patterns, and performance learning into margin.
Cheap Tokens Do Not Make Legal Work Cheap
Token cost is not the unit economics of legal AI. Measure preparation, expert review, exceptions, realization and margin at the accepted deliverable.
