Exploration · started 1 September 2026

AI-Driven Professional Services

How a firm launches services delivered by AI agents plus human managers: who owns the pilot, how the work is priced and billed, what the offering is called, and what gates the quality. CauseMatch is the worked example; 23 published frameworks sit side by side for comparison.

v1 The five decisions, and 23 frameworks 1 Sep 2026 · Six research passes: the five-decision map, the CauseMatch worked example, 23 frameworks as tap-open trees with provenance, and the persona-pricing verdict: three full matches, none in professional services.