AI transformation for financial firms.
We build AI around what differentiates your firm — from your data, to your platforms, to your firm culture and strategy.
Your firm's edge lives in the experience, processes, and judgment it has built over years.
We build AI that learns it — and keeps it yours.
Deeper insights, faster decisions, at a scale that wasn't possible before.
More capacity, 10x focus
Spend time only on what matters. Let AI agents handle recurring boring tasks.
Faster to decisions
Less time producing the work, more time acting on it.
Scale once off the table
Run thorough analysis your team never had time for — the kind your portfolio needs to scale.
Three connected layers. One system that thinks like your firm.
Your edge is in your data and the way your firm turns it into decisions — but that knowledge is scattered and unstructured, rarely in one place. We engineer three connected layers that bring it together and put it to work.
Your firm's data, made ready for AI to use.
We unify scattered, unstructured sources — filings, memos, models, call notes — into one structured, permissioned, continuously-current foundation every agent can draw on.
How your firm decides, encoded into the AI.
Your logic, your judgment, the way your firm actually reaches a decision — captured and encoded so the AI reasons your way, not a generic one.
The boundaries and infrastructure that keep agents right.
We set the boundaries and build the infrastructure around your agents — constraining what they can do and grounding every step — so they make correct, reliable decisions in production, deal after deal.
A general model guesses. Yours knows how your firm works.
Off-the-shelf AI is confident even when it's wrong — and in finance, a wrong answer costs real money. We build to a higher standard: reliable, proprietary to you, and secure by default.
Reliable
Test and evaluate AI workflows to ensure they deliver responses that you expect.
Proprietary
Capture and store your organizational know-how as your AI agents, so your company retains its expertise.
Trusted
Ensure data integrity and security with a SOC 2-compliant platform — and your data is never used for model training.
SOC 2 certified
We publish the infrastructure. You keep the edge.
Running agents across an organization is an operations problem before it is a model problem. We open source the tools that make it manageable — and keep what matters private: your data, your judgment, your workflows.
Explore the open source tools →Turn your AI strategy to 100x AI workflows today.
What we build depends entirely on your firm. The best next step is a direct one.
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