AI Adoption Guide

Collaborative AI Workflows

From individual to team AI adoption — shared knowledge bases, workflow design, and measuring ROI.

The 10x multiplier

Individual AI use delivers 2-3x productivity gains. Team-level AI adoption delivers 10x. The difference is not the tool — it is the operating model.

When one analyst uses AI brilliantly, they are faster. When an entire deal team operates with AI-integrated workflows, the whole process accelerates — from sourcing through close. Research happens in parallel. Documents are reviewed faster. Memos are drafted and iterated in hours, not days.

This module covers how to move from "some people on the team use AI" to "AI is embedded in how the team works."