Executive-level analysis from the operating front line.
Frameworks, perspectives, and lessons from 25 years of commercial transformation and AI deployment.
Why Revenue Synergy Projections Fail: A Diligence Framework That Actually Works
Most revenue synergy models break at first contact with a real sales cycle. Here's a diligence framework built around physics, not promises.
The 50% Backlog Reduction Playbook: Structural Fix, Not Heroics
Backlogs do not get fixed by working harder. They get fixed by re-architecting the intake, triage, and decision rights that created them.
AI in Enterprise: The Difference Between Leverage and Theater
AI strategy decks are not AI strategy. Here's how to tell the difference, and what real deployment looks like at the operating layer.
Margin Discipline Is a Leadership Problem, Not a Finance Problem
Finance can report on margin. Only leadership can install the operating cadence that protects it.
The Quick-Turn Revenue Model: Forecasting When Half Your Month Books Same Day
When 50% of the month's bookings arrive on the same day they ship, traditional forecasting collapses. Here's a model that doesn't.
From 10% to 75%: How SKU-Level Modeling Unlocked a Constrained Product Line
Aggregate forecasting hid the answer. SKU-level modeling exposed it, and a constrained line became a top growth driver.