AI Feature Strategy
The Problem-AI Fit Test
Score the problem before building the AI feature
01
Problem Type
Pattern recognition vs. deterministic rules
02
Error Tolerance
Can users accept imperfect output?
03
Verification Ease
Can users confirm the output quickly?
04
Data Availability
Relevant training data exists or is acquirable
05
Market Pull
Users actually want AI for this task
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