Insights
Practical notes from the threshold.
Practical enough for operators, strategic enough for leaders — points of view on AI readiness, workflow design, and modernization.
Featured insights
Framework
The Threshold Map: How to Diagnose Transformation Readiness
A framework for seeing where strategy, systems, data, and adoption are misaligned.
Download the readiness checklist →AI
AI Use Cases That Survive First Contact With Operations
Why practical AI starts with workflow friction, not model excitement.
Assess AI readiness →Automation
When Automation Fails: The Human Handoff Problem
A guide to designing automation around exceptions, approvals, and judgment.
Explore workflow design →Modernization
Modernization Without a Big-Bang Replacement
How to sequence systems improvements while keeping the business running.
Book a strategy call →Notes for the space between now and next.
Get practical notes on AI readiness, transformation strategy, workflow design, and the decisions that help organizations cross from complexity into flow.