Validation
The product is not built yet. The discovery work is.
Discovery to date
50+
Discovery interviews completed
136
Survey responses completed
11
In-depth discovery conversations
FreQNC discovery data · pre-MVP. These figures reflect research depth, not customer results.
What comes next
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Start
Design partner work will begin with one real AI-assisted workflow.
—
Check
FreQNC will trace whether the work received a meaningful review.
—
Compare
Repeated checks will show where review is thinning out.
FreQNC is pre-MVP. These are planned design-partner steps, not deployed product claims.
Follow the build
Watch this get built in public.
Research findings, product decisions and what changes when the market disagrees.
Roughly monthly. No pitch, no product announcements.