What we do

Weinstallyourfirm'sprivateAIsystem.

A finance firm's hardest work still runs on people: the memo backlog, the monitoring, the reporting cycle, the reconciliation queue. We embed inside the firm and install the system that runs that work to your firm's own standard.

Pattern 01 · Document to decisionA schematic, not a screenshot
The outcome

Your firm's work, running as a system your firm owns.

The judgment that lives in your best people, encoded into rules the system runs. Built on your own data, sourced and traceable end to end.

It compounds: every workflow added makes the next one cheaper, and all of it is your IP.

The layer above your stack

Built on the stack you already run.

We connect the tools you already pay for and encode your firm's workflows and judgment on top. Your providers keep doing their jobs; the system runs the work between them.

What you already run
  • Your data room
  • Your CRM
  • Your call notes
  • Your identity and enrichment providers
Cournot, the layer
  1. 01

    Connect

    Your data and the tools you already run, into one system.

  2. 02

    Encode

    How your best people decide, written into rules.

  3. 03

    Source

    Every output traces to its source. Every step auditable.

  4. 04

    Govern

    Production-grade, held to the rigor your firm is judged by.

  5. 05

    Own

    Everything documented and handed over, so your team can run it without us.

What you own
  • The running system
  • The rules behind it
  • The test set that proves it
  • The know-how to add the next workflow

Your team reviews and signs. The system does the reading, the drafting, and the checking.

What the system runs

Thework,byname.

01

Memos

Credit, IC, diligence: the pack read, the memo drafted to your template, every figure cited to its page.

02

Monitoring

Portfolios, exposures, counterparties: checked continuously against your thresholds, every alert cited.

03

Research

The analyst-week brief, answered across everything your firm holds, in an afternoon.

04

Documents

The reports, letters, and term sheets you produce on repeat, drafted to standard.

05

Reconciliation

Two systems that never agree, matched continuously, exceptions surfaced with their source.

06

Orchestration

The process that lives in one person's head, encoded end to end, running on schedule.

We proved the system on the hardest version first: credit decisions in a regulated firm, validated to the decimal. The same system runs whatever your firm's version is.

The category

A forward-deployed AI firm.

We build the system inside your walls, prove it against your own finished work side by side, and stay to run it.

Your data never leaves those walls, and no decision goes out until a person signs it.

The proof is free.

Send us one piece of finished work.

We run it through the system on your own data and put the result next to your team's. If it doesn't hold up, delete our number.