How we do the homework.
Technology and AI are our unfair advantage — not as buzzwords, but as a research desk that never sleeps. Here’s the practice behind every page on this site.
Sourced or it doesn't ship
Every number on this site resolves to a public source you can click. When we can't source a claim, we weaken it or cut it — even when it would've sold better.
AI does the reading, humans do the vouching
Our tooling reads announcements, filings and press so no development slips past. Nothing is published until a human has checked it against the source.
Projections get labeled
Targets, master-plan numbers and expected dates are useful — as projections. We mark them, every time, so you always know which kind of fact you're holding.
Free is the model
No paywalled PDFs, no premium index subscriptions. The research is free because the community it builds is the point.
27 sources in the public registry · browse the source library →
Recent writing.
The weekly digest and satellite notes don’t get published here — they land in the community first.
Join to receive them