Live estimate tracking
Careers

Small team, unusually hard problems

Financial models are the messiest structured data in the world. Making them queryable without asking anyone to change how they work is the whole job.

15 min
to first synced model
30 sec
to build a sector sheet
2x
coverage per analyst
Coverage · internal estimates vs consensusLive
TickerMetricInternalConsensusvs consensusLast rev.Next print
TSLAQ4 EPS$0.71$0.68+4.4%2d agoOct 22
NVDAFY26 Revenue$214.3B$208.1B+3.0%5d agoNov 19
AAPLQ1 EPS$2.41$2.451.6%1d agoOct 30
MSFTQ2 Revenue$69.9B$68.7B+1.7%3d agoOct 29
AMZNQ4 EPS$1.62$1.58+2.5%7d agoOct 30
METAFY26 EPS$27.40$28.102.5%4d agoOct 28
TSLA · Q4 EPS revision historyvs consensus+4.4%
Internal Consensus5 revisions: internal +14.5% · consensus +3.0%
TSLA q4 eps estimate+2.9%revised 2d ago
Sector revision trendAcceleratingTech · 14 names
Previews ready6 of 6models · next print

Consensus, actuals and revisions out of the box

  • MSFT
  • AMZN
  • GOOGL
  • META
  • ORCL
  • NVDA
  • AAPL
  • TSLA

How we work

Depth over breadth

We would rather three things worked properly than ten things demoed well. Most of the product is invisible correctness: tracking that never loses an estimate.

Close to the user

Everyone talks to analysts. The gap between what a desk actually does and what software assumes it does is where this product lives.

Written down

Decisions, trade-offs and the reasons behind them get written down. A small team moving fast only stays coherent if the reasoning survives the week.

Where we tend to hire

No formal openings listed right now. Good people are hired when they appear.

Product engineering

TypeScript, React and a large amount of careful data modelling. Comfort with ambiguity matters more than any particular stack.

Data and research

Consensus data, revision history and the unglamorous work of making numbers from different sources mean the same thing.

Go to market

Talking to investment teams about their workflow without pretending to be one of them. Curiosity beats a pitch.

Nothing here fits but you think you should be here?

Send a note saying what you would want to work on. We read all of them.