Est. 2026

Applied intelligence,across every asset classand industry.

We help enterprises accelerate AI adoption and put it to work where enterprise value is set. Argonav is Merchant Bank's technology and industrial-intelligence division.

See the platform Meet the team

One substrate. Businesses that compound.

Argonav architects Merchant Bank as an agentic-intelligence-first system, then compounds that work into businesses. Agentic intelligence is the substrate; it closes knowledge gaps so people keep judgment, taste and ownership.

We train the models: frontier models, fine-tuned per company on the company's own record and on our proprietary datasets compiled across industries, for the middle market, on any dataset, platform or size.

Our approach

What we build against.

Four situations that keep coming back in the firms we operate in.

The answer lives in four places

A question about live work gets assembled from a CRM, a drive, a mailbox and somebody's memory, then reconciled before anyone can act.

puts them in one place

Cash is a spreadsheet nobody can trace

The thirteen week view is rebuilt by hand every week, an unknown is typed as a zero, and no figure carries where it came from.

. The cash system the CFO and the controller run

The fix is not something you can buy

Too many manual steps, workflows that drag, overhead that will not come down, and nothing on the market shaped like the operation.

Argo Studio builds the agentic systems that carry the load

The build turns out to be a business

A system built for one operation proves out a pipeline worth more as a company than as a feature.

Argo Ventures co-founds the company around it

We build against these from inside the firm. Keel Merchant Bank runs on what we build before it goes anywhere else.

Industry-agnostic intelligence.

Argonav builds for the middle market. The information problem is the same in each sector; the operation built around it is not.

Banking

Speed of operation. Work that crossed five systems by hand runs in one, with the trail kept.
Scale without headcount. The back office, the service desk and the bankers carry more, because agents carry the standing work.
The answer, resolved. A request is handled end to end in one system, and the person who asked hears back from the person who owns it.