RADAR: A Framework for AI Transformation

Why is your AI transformation stuck?

Five signals every AI transformation must transmit. Miss any one, and the outcome is predictable.

RADAR is a diagnostic. The reverse-lookup is what makes it actionable. When a leader sees their organization in one of the named pathologies, they don't need a 60-page report. They need a name for what's broken.

“The reverse-lookup is the diagnostic. The score is the score. The pathology name is what makes a leader stop and think.”

RADAR matrix: five signals every AI transformation must transmit (Reimagination, Agentification, Data & Context, Absorption, Rails). When any one signal is missing, the diagnostic is named: Faster Horses, PowerPoint AI, Hallucination, Organ Rejection, or Pilot Purgatory.
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The instrument

Five signals, five named pathologies

Each signal has a named pathology that surfaces when the signal is missing: the visible symptom that lets a leader recognize the failure on a Tuesday morning, before the diagnostic ever runs.

R
Reimagination
Are you redesigning the work, or layering AI on top of the workflow you already have? Faster cowpath, faster waste.
When missing
Faster Horses
AI accelerating workflows that should have been retired.
A
Agentification
Are AI agents actually deployed and accountable, or stuck in pilot decks? Activity isn't outcome.
When missing
PowerPoint AI
Pilot decks, no production agents accountable for outcomes.
D
Data & Context
Do your agents have access to the proprietary context that makes them yours, not generic? Without grounding, AI is interchangeable.
When missing
Hallucination
Generic outputs, indistinguishable from competitors using the same models.
A
Absorption
When something new works, how quickly does the rest of the organization actually adopt it? AI transformations don't average; they multiply.
When missing
Organ Rejection
Working pilots in one team that the rest of the org won't adopt.
R
Rails
Trust + governance + kill-switches. Without them, leadership won't sign off on production. Pilot Purgatory is the largest hidden cost in enterprise AI.
When missing
Pilot Purgatory
Endless POCs that never graduate because leadership won't sign off without governance.
Success outcome: AI Transformation : all five signals transmitting, the org converts AI from pilot to production without organ rejection.
In the public domain

The Reimagination engine is defensively published by Google

The mechanism under the “R” signal, scoring every task on two axes (cognition and empathy) to decide not just whether work can be automated but whether it should, was published into the public domain in the Technical Disclosure Commons, Defensive Publications Series (May 2026), co-authored by Rahul Jindal. Free for anyone to build on, owned by no one.

Read the defensive publicationWhy I gave it away →View the deck
Read the briefs

Three formats. One framework.

Built for VP+ readers. Pick the version that fits the moment: the paragraph for a quick intro, the one-pager for a leader who wants the matrix on a screen, the paper for the team that has to act on it.

60-second read

The paragraph →

A single-page narrative explainer. Drops into an email body or DM when introducing the framework cold.

Read on webPDFDOCX
5-minute read

The one-pager →

Matrix-style brief: five signals across, healthy / when missing / 60-second leader test down. Print or screen.

Read on webPDFDOCX
20-minute read · 12 sections

The paper →

Cover, signal-by-signal deep dives, the matrix, the diagnostic instrument, the Adaptive Org stack, and how a VP starts in 90 days.

Read on webPDFDOCX

Take the RADAR Diagnostic

Five minutes. Twenty-five questions. A score, an archetype, and the named pathology you're closest to.

Start the diagnosticRead EMI