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Phase-Order Stress Test

Reorder the five phases of an AI transformation engagement and see exactly what breaks the moment one runs ahead of a phase it depends on. Structured, staged execution succeeds 78% of the time against a 31% average for unstructured execution (McKinsey, “Losing from Day One,” 2021).

Below are the five phases of an AI transformation engagement, shuffled out of order. Use the arrows to put them back in the only sequence that actually holds, then check your order to see exactly what breaks if you got it wrong.

Put the five phases in order
Move rows up or down until the sequence reflects what has to happen before what.
1Readiness Assessment
2Implementation Roadmap
3Discovery & Business Audit
4Financial Modeling
5Solution Architecture

How this works

Each phase asks a distinct question, and each one can only be answered honestly once the phase beneath it has produced a real answer. Discovery establishes the ground truth. Readiness turns that ground truth into a verdict on what the business can absorb. Architecture proposes candidate solutions once it has both the map and the constraints. Financial modeling prices those candidates. Roadmap sequences what the financial gate cleared. Skip a phase and you do not just leave a gap, you corrupt everything downstream of it, because the phase that depended on the skipped one is now computing an answer from inputs that were never actually produced.

That is why this tool does not score partial credit for a “close” order. It scans your sequence front to back, tracks which phases have genuinely completed, and reports the first place a phase ran ahead of something it needed. Reorder any phase and you break the phase before it in the chain, which is the whole reason this is a derivation and not a checklist you can rearrange to taste.

Related free tools for consultants

This tool is one page of the method

The Diagnostic Discipline is the full framework behind this tool. Join the community to put it into practice with other AI transformation partners, or read the paper it comes from.