Don’t vibecode your edge.
We build your bespoke AI research platform.
We build it for you. Free. You pay for the platform — never for the build.
Tailored AI investment teams that work the way your firm works.
Your edge took decades to build. It shouldn’t run on a weekend project.
Idea scout
Qualified ideas
Diligence analyst
IC-ready names
Portfolio monitor
Nothing slips
Right now
When off-the-shelf just doesn’t cut it, you need tailored expertise.
You’ve sat through the demos. Fixed screens, someone else’s memo format, nothing that knows how your firm thinks.
- For firms with more names than they can cover, and no engineers to fix it.
- For teams without the time or headcount to hire developers.
- For anyone whose expertise is investing — not development.
So what are you supposed to do?
The classic dilemma
Should I buy or should I build? Neither.
Buy the infrastructure. Build the judgment.
The infrastructure takes years of engineering to get right — and building it yourself earns you no edge. Your edge lives in the layer that encodes how you think. That can’t come off a shelf; it has to be built around you.
If you buy
- Someone else’s idea of how research works
- Built for a firm that isn’t yours
- Your thinking on their shared servers
If you build
- Six months managing developers
- Six figures for a demo
- Brilliant in March, broken by September
Your judgment × Our institutional-grade infrastructure.
No development team? No problem.
We build it for you. Free.
The platform is already built.
Already built
Terminal, data layer, agents and dozens of research apps — running today.
Tailored to your firm
Your data connected, your process encoded — your memo format, your universe, your sector KPIs.
Your own instance
Live for the whole team in as little as two weeks.
Maintained by us
Upgrades and new apps land free.
You pay for the platform. Never for the build.
Three tiers. As deep as you want to go.
All of it below the all-in cost of one analyst ($150–250k a year).
White-glove integration
Your data in the machine, done for you.
- IR sites scraped, filings and transcripts indexed
- Your research history loaded and searchable
- Custom feeds — S3, Snowflake, HTTPS
- Every answer cited to its source
Included in your build
Custom apps
Designed, built, and hosted by us.
- Your workflows shipped as working apps
- On our stack — nothing for you to run
- New apps added as your process evolves
Flat subscription
Human-in-the-loop
A forward-deployed analyst on your workflow.
- Every AI deliverable checked before it reaches you
- Deliverables produced, not just reviewed
- Your day-to-day tuned week over week
Per deliverable — not per head
Security
AI sovereignty.
Your research history is the firm. Here’s exactly what happens to it.
Single tenant
Your own instance. Your VPC on request.
Not used for training
Nothing derived from your content leaves your tenant.
Yours to take
Export everything, any time, in an open format.
Deleted on exit
Written into your agreement: destroyed the day you leave.
Exclusive to you
Your parameters are never reused elsewhere.
Our guarantee
If your team doesn’t see increased productivity in 30 days, you don’t pay.
Your data connected, your process encoded, your apps live on your own names — in as little as two weeks.
Waiting costs you a quarter. Trying costs you nothing.
Claim your free build.
Our own engineers and analysts run every build, so we take a limited number of firms each quarter. Once this quarter’s places are gone, the next window is three months out.