Testing product-market fit for an AI product
Use retention, repeated workflows, willingness to pay, expansion, and customer behavior to test demand without relying on enthusiasm or model novelty.
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Startup MVP
Reduce product scope to the smallest testable customer problem and workflow.
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Reviewed enterprise architecture guidance
Narrow the library by controlled topic, audience, pillar, or API product.
Scoping an AI product MVP around one customer workflow
Choose a narrow problem, define the human fallback, instrument real use, and postpone autonomy or platform breadth until evidence supports it.
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