Validate ideas with precision.
Describe what you want to build — type it or speak it. We'll break it into the pieces you'd actually need, flag the friction in each, and estimate how much AI is realistically necessary and what it's worth.
terminal
Input Parameters
The analysis protocol
01
Semantic extraction
Our engine identifies the pieces you'd actually need to build, from your description alone.
02
Friction & necessity scoring
Each piece is scored on how much it genuinely depends on AI versus a simpler approach.
03
ROI & pre-mortem
A soundness scorecard, a pre-mortem on how it likely fails, and cost/value estimates per piece.
monitoring
Example output
"An AI shopping assistant for indie fashion brands"
Initial investment
$4,200
Est. annual value
$18,000
Pre-mortem
Top killer
> Recommendation engine needs catalog data most indie brands don't have yet.
> Without it, "AI-powered" collapses into a manual style quiz.
> Fix: ship the quiz first, add real recs once there's purchase history.
> Without it, "AI-powered" collapses into a manual style quiz.
> Fix: ship the quiz first, add real recs once there's purchase history.