AI agents that hold up under audit.

Agent systems for banks, lenders, insurers and payment platforms — designed, built and run by us. Because in financial services the answer has to be right, not plausible.

01 — The intake

Twenty systems in. One agent surface out.

Core banking, ledgers, KYC and screening vendors, case management, document stores, and the spreadsheet someone still maintains by hand. We map the real operating surface of your institution and reduce it to a set of agents with defined authority and defined limits.

02 — The architecture

The agent acts. The record proves.

Two strands, one helix. The blue strand is autonomy — retrieval, reasoning, tool calls, actions against live systems. The orange strand is assurance — evals, traces, replay, human checkpoints. Nothing we ship can act without leaving proof.

Autonomy

24/7

Agents that act on live systems — not chatbots that describe them.

Evidence

100%

Every action traced, replayable and attributable to a policy.

Assurance, built in

15K+

Evals and test cases standing behind the agents we put into production.

03 — Scale

One agent is a demo. A fleet is leverage.

Onboarding, KYC refresh, dispute handling, reconciliation, credit memos, collections outreach. Agents run the long tail of financial operations in parallel — supervised, budgeted and rate-limited.

Agent patterns

12

Reusable across onboarding, servicing, risk and back office.

Time to first agent

6 wks

From working session to a supervised agent running in production.

04 — Integration

Straight through your core, your controls, your auditors.

We integrate where it actually matters — core banking and ledgers, screening vendors, case management, the warehouse. Data residency, PII handling, model routing and access control are design inputs, not a later phase.

05 — Decisioning

Thousands of signals. One decision you can defend.

Documents, transaction history, screening hits, policy text and model output collapse into a single recommendation — with the reasoning attached, so a human can approve it, override it, or explain it to a regulator.

Manual review

68%

Average reduction in cases needing a human first pass.

Every recommendation

Traced

Sources, policy clauses and model version attached to the answer.

06 — How we engage

The platform at the centre. Our teams in orbit.

You don't buy a deck, or a pilot that dies in a sandbox. You get the agent platform — and the people who build it, wire it into your estate, prove it works and keep it running.

01

Agent engineering

Design and build the agents, tools and orchestration that do the work.

02

Systems integration

Core, vendors, data and identity — wired in without a rip-and-replace.

03

Evaluation & assurance

Evals, red-teaming and QA that tell you what the agent will do before it does it.

04

Managed run

We operate, monitor and improve the fleet alongside your team.

Seven years and fifty-plus products behind us. Financial services is where we go deepest — but the same discipline travels to healthcare, insurance and any business where a wrong answer is expensive.