Use cases
Turn SEC filings into your edge.
Pick the problem you have. Each page names the pain, walks the fix, and gives you Python and a prompt to copy and run today.
Analysts & PMs
Trade the earnings surprise before consensus reprices it
The pain
“The print is out and I am still spreading the 10-Q by hand.”
The outcome
Standardized spread, ratio deltas, and a first-take read the instant a 10-Q or 8-K hits — inside the reaction window.
Find the mispricing with a reverse-DCF
The pain
“I do not trust a DCF I did not build.”
The outcome
Back out what the market is implying, see where the assumptions break, and defend a target you can take to the IC.
Spread and comp any company in minutes
The pain
“Spreading a company takes me half a day.”
The outcome
Standardized financials and a peer comp set where every figure from the tools links to the filing — kill the copy-paste tax.
Prove your edge with receipts
The pain
“I called it, but I cannot prove when.”
The outcome
Every thesis and claim scored over time — a verifiable track record for an allocator, a boss, or anyone evaluating you.
Quants
Backtests that can't see the future
The pain
“My backtest looks great and dies live.”
The outcome
Point-in-time, survivorship-free fundamentals across 30 years and every delisted name — so your Sharpe survives out-of-sample.
Screen 28,000+ names for your thesis in seconds
The pain
“My screen gives a different answer every week.”
The outcome
Find the names that fit your idea — deleveraging, margin-inflecting, buyback-heavy — before the trade is crowded.
Funds & institutions
Catch the red flag before it tanks a position
The pain
“The blowups I regret were all in the footnotes.”
The outcome
Forensic accounting checks — accrual quality, distress scores, revenue-recognition stress — across your whole universe.
Follow the smart money — 13F flows and insider clusters
The pain
“13F data is a mess of names and share classes.”
The outcome
See what funds and insiders are actually accumulating or dumping, and position ahead of the crowd.
Monitor the whole book 24/7
The pain
“I find out about a restatement from a headline.”
The outcome
Filing-event webhooks and signals the moment a covenant breaks, guidance shifts, or an insider sells.
AI builders
Start with the free tier — no card.
One token works across your AI agent (MCP), your code (SDK) and your browser (Workspace). Point-in-time, with the source filing one click away.