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The AI Cabinet

Fintech and payments

Regulated flows, where the automation has to be auditable 

Payment operations, onboarding and reconciliation in a regulated setting. The constraint here is not capability, it is evidence: every automated decision needs a log somebody can defend, and the security review is part of the sale rather than an afterthought.

Shipped here
1 published
Patterns ready
4

Where the hours are

What we look at first. 

Roughly in the order the answer turns out to be. The first is usually the cheapest and the fastest.

  1. 01

    Operator and merchant onboarding

    One path from first contact to first live payment, with the regulated steps fixed and only the integration variable.

  2. 02

    Reconciliation sweeps

    Cross-reference statements against the system of record and route only the exceptions to a human. The rest closes itself.

  3. 03

    KYB and document review

    Structured extraction and pre-checks ahead of the human decision, with the decision itself left human and logged.

  4. 04

    Support and dispute triage

    Classify, gather the context from the systems involved, and hand the agent a case that is already assembled.

Built before

The second build costs less. 

Deal Screen

Qualifies inbound opportunities before a human opens them

Parses the listing, offering memorandum or submission, runs your own arithmetic, ranks against your stated criteria, and filters out what never deserved attention.

Document Chase

Tracks what is missing and keeps asking

Knows which documents a file requires, notices what has not arrived, chases politely and repeatedly, and routes the complete file onward to whoever is waiting for it.

Reconciliation Sweep

Closes what matches, escalates only the exceptions

Cross-references statements, invoices or payroll data against the system of record, settles the clean matches, and routes only the discrepancies to a person.

The Cabinet

A cited answer over everything you already know

An internal agent across your documents, meetings and operational systems that answers with its sources attached, and says it does not know instead of guessing.

What does your team still do by hand? 

Thirty minutes. No deck. Sometimes the answer is that you do not need us, and that is a short call.

Book thirty minutes

3 engagements at a time