Industries

Right-sized AI,
built around your industry.

On-prem, air-gapped

AI for credit, compliance and audit, inside the bank.

Konic models run on your own GPU servers, air-gapped if you need it. Credit memos, regulatory mapping and document extraction move forward without a single record leaving your network.

The challenge for banks

Banks have the most to gain from AI, and the least freedom to send data out.

Most AI projects in banking stall for the same reasons:

  • Public AI APIs are off the table.

    Customer data and internal documents fall under banking regulation and data-protection law, so pilots on frontier APIs rarely pass security review.

  • Skilled analysts lose days to paperwork.

    Corporate credit memos still mean reading statements, pulling figures and drafting by hand.

  • Regulation moves faster than manual checks.

    Compliance teams compare products against every regulatory update, one document at a time.

  • Per-token bills punish each new use case.

    Every workflow you add makes the next one harder to justify.

Konic for this industry

Our solutions

  • Deployed inside your boundary.

    An annual licence on your own GPU servers, air-gapped if required. Versioned updates are delivered into the sealed environment, so nothing has to reach out.

  • The right model for each document.

    Tres-1 drafts credit memos and maps regulatory changes to policy. Cero-1 pulls figures from statements and scans.

  • Evidence your risk committee can read.

    Memos are A/B-tested against your analysts’ work, and the package carries the evaluations and documentation a risk committee asks for.

Illustrative rollout

How a first deployment could go.

An example path, not a customer story. Your scope and timeline are agreed with you.

  1. 01

    Months 0-2

    A pilot in one lending unit, with memos A/B-tested against analysts’ work.

  2. 02

    Months 3-6

    Every lending unit, and the compliance agent goes live.

  3. 03

    Months 6-12

    Operations and audit, with versioned updates delivered into the sealed environment.

Banking

All of the upside of AI in banking, with nothing leaving the bank.

A flat annual licence replaces a bill that grows with every use case.

Keep reading

Research and guides