FROM PILOT TO PRODUCTION
Why enterprise AI pilots stall before production
Pilots rarely stall on the model; they stall on workflow reality, unowned decisions, and a production path nobody drew in advance.
AI GUIDES
How do AI products work in the real world?
From opportunity selection to production, human oversight to measurement, each guide turns one difficult decision into practical rules.
OPPORTUNITY SELECTION
How to choose the first AI workflow
Choose the workflow with the strongest balance of value, feasibility, and organizational learning—not the loudest idea.
HUMAN OVERSIGHT
Where human approval belongs in agentic workflows
Not at every step—at thresholds defined by error cost, uncertainty, and reversibility.
KNOWLEDGE GOVERNANCE
A RAG system is an information-governance product, not a model feature
Answer quality is decided by what the system may read, who owns those sources, and how current they are kept—long before any model is chosen.
ADOPTION AND IMPACT
License counts measure procurement, not adoption
Access metrics show who could use the system; behavior metrics show whose work actually changed.