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First AI Feature SelectionFirst AI Feature Selection

Prototype to MVP

First AI Feature Selection

Choose and design the first AI capability that earns user trust quickly

Overview

Not every AI idea belongs in v1. We pick one feature with the strongest value-to-complexity ratio.

The feature is scoped around real user behavior, available data, and a realistic launch window.

Guardrails and quality checks are defined before implementation starts.

Checklist

  • List AI opportunities by business value
  • Rank by user impact, data readiness, and build risk
  • Select one v1 feature and one backup option
  • Define quality gates and rollback criteria