Framework Library

Two-by-two matrix plotting sales win rate against net revenue retention.

The Borrowed Win Rate Quadrant

Plot win rate against net revenue retention to find out whether you are actually winning, or closing deals an AI agent will unwind later.

Two-by-two matrix sorting business functions by agent vulnerability and lock-in versus reach logic

The AI Agent Exposure Test

A four-box test for which parts of your business survive an AI Agent standing between you and your customer.

Six-row scorecard rating an information or advisory business from exposed to structural, with a total that maps to rebuild, split or protect.

The AI Durability Test

The Durability Test. Six-row scorecard rating an information or advisory business from exposed to structural, with a total that maps to rebuild, split or protect.

3 Eras of Data Moats

The 3 Eras of Data Moats

The 3 Eras of Data Moats. Plot your data on scarcity and functionality to see whether you own a real moat, a utility play, or an advantage running on borrowed time.

ADAC AI Adoption Framework

ADAC is a practical guide for AI adoption, based on direct and measurable business benefits.

The Bridge Plan

The Bridge Plan Framework helps business leaders develop and execute a revenue shortfall recovery plan.

The Revenue Miss Diagnostic

Plot a missed number by what you control and where the miss started, before you decide what to do about it.

The Three-Case Forecasting Model

Forecast based on a range, not a number. A 10 to 15 percent variance band turns a shortfall into an update, not a surprise.

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