Choosing & ROI
Frameworks in the Choosing & ROI topic.
// choosing & roi
RATES
A five-factor score that surfaces the highest-ROI tasks to automate first.
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// choosing & roi
The Three Implementation Tiers
Three ways to add AI to a process - very different cost, speed and risk.
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// choosing & roi
The €50k Threshold
Only build custom if the problem costs more than this to solve by hand.
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// choosing & roi
The Four Pillars of Opportunity
The four places AI creates value - to look past 'just save time'.
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// choosing & roi
The Pilot Charter
A one-page agreement that defines a pilot before any work begins.
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// choosing & roi
The 30-Day Playbook
A four-week structure that takes a pilot from target to go/no-go.
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// choosing & roi
Scale, Pivot or Kill
The three-way verdict that ends a pilot before it can drift.
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// standard practice
The Golden Test Set
Score the AI against known-good examples before launch, not opinions afterwards.
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// standard practice
Quick Wins vs Big Wins
Earn the big build with fast, cheap, internal wins first.
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// choosing & roi
The Model Selection Matrix
For boring text work the top models are roughly interchangeable.
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// choosing & roi
Rules Before Guesses
If a rule can do the job, use the rule - save AI's best guess for judgement, language and interpretation.
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