An autonomous factory
that finds the pain.
It scans the internet for real problems, pressure-tests the best ideas against adversarial agents, and ships the survivors — on its own.
Live dashboard
The factory, in numbers.
Recently launched
The latest ideas
shipped by the factory.
Killed by the factory
Ideas that didn't survive
the selection process.
Documented for transparency.
Market intelligence
Weekly signals from
the factory floor.
What the market validates, what it rejects, and the patterns emerging across the ideas the factory ships each week.
Pain Signals Report — Week of May 24, 2026
Healthcare consolidation tooling produced the week's only validated signal. Dominant pain themes clustered around enterprise IT migration, legal AI workflow risk, professional services automation, and SMB compliance burden across accounting, restaurants, and construction.
83 signals · 1 validated
Pain Signals Report — Week of May 03, 2026
Healthcare AI compliance, restaurant operations, and accounting practice tools dominated this week's signals. The recurring pattern: weak moats against entrenched incumbents in relationship-driven verticals where switching costs favor the established players.
51 signals · 0 validated
How it works
A factory pipeline,
running on its own.
- 12 agents
- ·
- 4 adversarial roles
- ·
- continuous feedback loop
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