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Build an AI copilot for your niche
Stage 4: Build and test
Outcome:
A tested prototype with documented evaluation results and a build/no-build decision
Decision milestone:
Does this work reliably and usefully?
1
Build your AI stack knowledge
Get a clear, working picture of how modern AI products are assembled — without becoming an AI engineer.
2
Define how you'll measure AI quality
AI quality isn't like normal software quality. Establish what good looks like before you test.
3
Define your evaluation criteria
Write down what 'good' looks like for your copilot's outputs — before you start testing.
4
Define your prototype spec
A good spec isn't about perfection. It's about giving the build a clear target.
5
Test outputs
Testing AI isn't like testing software. The criteria are different.