Discovery
Problem - Evidence - Decision
Define the expensive problem, identify the missing evidence and name the decision that evidence must unlock.
Methods / less theatre
A framework cannot replace judgment. It can separate facts from assumptions, reveal the least expensive test and preserve ownership of the outcome.
Discovery
Define the expensive problem, identify the missing evidence and name the decision that evidence must unlock.
MVP
Scope stays only when it helps one user group complete a full process and reach measurable value.
Scaling
Every stage has a predefined outcome that justifies further investment, a change of direction or a stop.
AI
Start an AI use case with its owner, baseline cost, data and quality threshold. Select the model later.
Next step
The best framework leads to a concrete test and a clearly defined next step.
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