VDVicky DurelReturn home
Insights · Field notes

Clear thinking for the next operating shift.

Not AI news. Not tool roundups. Practical analysis for leaders deciding where intelligent systems belong inside a real business.

Editorial focus

Three lanes. One operating question.

01

AI adoption

Where AI creates real operating leverage, and where it just adds risk.

02

Workflow design

How inputs, decisions, actions and exceptions become a system people can run.

03

Operator notes

Practical lessons from building software products and operational systems since 2013.