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.

$7B+
Assets impacted by our AI workflow
Bespoke
Built around how your firm actually works
SOC 2
Certified, confidential by default

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.

WHAT YOU GET

Deeper insights, faster decisions, at a scale that wasn't possible before.

01

More capacity, 10x focus

Spend time only on what matters. Let AI agents handle recurring boring tasks.

02

Faster to decisions

Less time producing the work, more time acting on it.

03

Scale like never before

Run thorough analysis your team never had time for — the kind your portfolio needs to scale.

WHAT WE DO

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.

LAYER 01 · FOUNDATION

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.

PRODUCESAn AI-ready data layer
LAYER 02 · JUDGMENT

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.

PRODUCESAI that works your way
LAYER 03 · GUARDRAILS

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.

PRODUCESAgents that decide correctly
CASE STUDIES

Built with firms like yours.

PRIVATE CREDIT

Turning scattered borrower information into reliable credit monitoring

Analysts spend less time reconstructing information and more time on credit analysis.

PRIVATE EQUITY

Identifying value in private businesses through operational data

See where value is created or lost inside each business, not just in reported results.

FAMILY OFFICE

Turning fragmented investment records into actionable portfolio oversight

A reliable portfolio view instead of reconstructing records at every review.

INVESTMENT FIRM

Reducing the operational burden on a lean investment team

Routine checks automated; people review only the exceptions and keep final approval.

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.

01

Reliable

Test and evaluate AI workflows to ensure they deliver responses that you expect.

02

Proprietary

Capture and store your organizational know-how as your AI agents, so your company retains its expertise.

03

Trusted

Ensure data integrity and security with a SOC 2-compliant platform — and your data is never used for model training.

AICPA SOC for Service Organizations SOC 2 Type II certified
✓ Data privacy by design
✓ Never used for model training
OPEN SOURCE

We publish the workflows. You keep the judgment.

Rebuilding the model, re-checking the same covenants — that work repeats every month, at every firm, and none of it is proprietary. We publish the workflows that do it. Your data, your process, and your judgment stay yours.

The workflow is open source. Your team can inspect every line and run it as it is — or we build your firm's version of it with you.

START A CONVERSATION

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.