Financial-Crime Compliance That Regulators Can Audit
Fintech, Revenue & ComplianceFintech · Compliance Automation

Financial-Crime Compliance That Regulators Can Audit

Client: Confidential Client · Industry: Fintech, Revenue & Compliance

  • Fintech
  • Compliance
  • AML
01Overview

Automated decisions. Every one explainable.

We built an AI-agent compliance workforce for banks and fintechs — automating AML screening, KYB/KYC, transaction monitoring and enhanced due diligence, with a full audit trail and explainability baked into every decision.

Regulators don't approve black-box automation. We built the system so every decision is individually auditable and explainable by design — not summarized after the fact.

02The Challenge

Compliance teams were overwhelmed. Regulators required explainability bots couldn't provide.

Financial-crime compliance consumed entire teams — AML screening, KYB/KYC verification, ongoing monitoring and EDD all running in parallel, each demanding human review. Automation existed, but regulators refused to approve it: black-box decisions with no audit trail were categorically unacceptable.

The constraint was total: automation was only viable if every single decision was individually auditable, with a reasoning chain a regulator could follow — not a summary generated after the fact.

03What We Built

Compliance agents. Reasoning chains. Full audit trail on every decision.

01
LLM-Based Document Extraction

Agents extract structured information from KYB/KYC documents, company filings, beneficial ownership records and transaction histories — with the extraction logic auditable.

02
Explainable Reasoning Chain

Every compliance decision is generated with a full step-by-step reasoning chain — not a score with a post-hoc justification, but reasoning baked into the decision process itself.

03
Full Audit Trail on Every Decision

Every agent action, document reviewed, reasoning step and final decision is logged — producing a complete, regulator-ready audit trail with no gaps.

04
AML · KYB/KYC · Monitoring · EDD

All four core compliance workflows automated end-to-end — from initial screening through to enhanced due diligence — on a single agent platform.

05
SDK Integration, No Rip-and-Replace

Integrates into existing compliance infrastructure via an official SDK — no need to replace existing systems, data pipelines or workflows.

04Impact

End-to-end compliance automation. 100% of decisions regulators can follow.

100%

Decisions Explainable

Every compliance decision includes a full, step-by-step reasoning chain — auditable by regulators without additional documentation.

100%

Full Audit Trail

Every agent action, document and decision is logged — producing a complete record with no gaps.

4 Workflows

AML · KYB/KYC · Monitoring · EDD

All four core financial-crime compliance workflows automated on a single platform.

0%

Decisions Explainable

0%

Full Audit Trail

0

Black-Box Decisions

SDK

No Rip-and-Replace

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