# KYC/AML Agent

> Source: https://ibl.ai/resources/agents/kyc-aml-agent


*Verifies customers, screens sanctions and PEPs, monitors transactions, and drafts SARs — running air-gapped so client and transaction data stay on your servers.*

The KYC/AML Agent is an autonomous AI agent that runs customer due diligence, screens against sanctions and PEP lists, monitors transactions for suspicious activity, and prepares regulatory filings.

It reasons across customer data, watchlists, and transaction patterns, clears low-risk cases, and escalates genuine alerts to analysts, instead of teams clearing false positives by hand.

This is not a screening lookup chatbot. It is an active agent that verifies, screens, monitors, and files, deployed air-gapped or on-premise so client and transaction data never leave your servers.

## Agent vs. Chatbot

A compliance chatbot answers a question about a regulation. The KYC/AML Agent verifies identities, screens watchlists, monitors transactions, triages alerts, and drafts SARs — autonomously, on a continuous cycle.

| Dimension | Chatbot | Agent |
|-----------|---------|-------|
| Execution | Explains what a SAR is | Investigates the alert, assembles the case, and drafts the SAR for filing |
| Initiative | Responds only when asked | Continuously screens new customers and monitors transactions on its own |
| Memory | No recall of cases or risk history | Maintains customer risk profiles, alert history, and investigation outcomes over time |
| Tools & APIs | Cannot reach core banking or watchlists | Queries core systems, sanctions lists, and case management; writes dispositions back |
| Data Control | Client data leaves to a vendor cloud | Runs air-gapped or on-premise; client and transaction data never leave your servers |
| Model Flexibility | Locked to one vendor's model | Model-agnostic — Claude, GPT, Gemini, Llama, Mistral, or a fine-tuned model |
| Compliance | No audit trail of decisions | Logs every screening, decision, and filing to an immutable trail for examiners |
| Autonomy | An analyst drives every check | Runs a continuous verify-screen-monitor-investigate-file cycle without prompting |

## Core Capabilities

### Customer Due Diligence & Verification

Performs identity verification and risk-rates customers for onboarding (CDD) and enhanced due diligence (EDD).

*Autonomous action:* Verifies a new customer, assigns a risk rating, and clears or escalates onboarding without an analyst opening each file.

### Sanctions & PEP Screening

Screens customers and counterparties against OFAC, global sanctions, PEP, and adverse-media lists.

*Autonomous action:* Resolves likely false matches using context and escalates true potential hits with the supporting rationale.

### Transaction Monitoring

Monitors transactions for structuring, unusual patterns, and typology-based red flags.

*Autonomous action:* Triages monitoring alerts, suppressing well-explained activity and escalating genuinely suspicious patterns to investigators.

### Alert Investigation & Case Assembly

Gathers the customer, transaction, and screening context needed to investigate an alert.

*Autonomous action:* Assembles a complete case file with the evidence and timeline so analysts decide instead of dig.

### SAR/STR Drafting

Drafts suspicious activity reports with the narrative, facts, and supporting evidence.

*Autonomous action:* Produces a ready-to-review SAR within the regulatory window when a case meets filing criteria.

## How It Works

1. **Receive — Ingest Customer & Transaction Data:** The agent ingests onboarding data, transactions, and watchlist updates from core systems and screening sources.
2. **Reason — Risk-Rate and Screen:** It risk-rates customers, screens against sanctions and PEP lists, and evaluates transactions against AML typologies.
3. **Act — Triage and Investigate:** The agent clears low-risk cases, assembles case files for genuine alerts, and drafts SARs where filing criteria are met.
4. **Evaluate — Reduce False Positives:** It learns from analyst dispositions to tune screening and monitoring, cutting false positives without missing true risk.
5. **Report — Maintain the Audit Trail:** The agent logs every screening, decision, and filing to an immutable trail and reports SAR volume, clearance times, and risk trends.

## ROI & Impact

| Metric | Value | Description |
|--------|-------|-------------|
| False-Positive Reduction | 50%+ | Context-aware triage reduces false-positive alert volume by more than half. |
| Alert Clearance Time | -60% | Automated case assembly cuts the time analysts spend gathering evidence per alert. |
| Onboarding Speed | faster | Automated CDD verification accelerates customer onboarding without weakening screening. |
| Examiner-Ready Audit Trail | complete | Every decision and filing is logged, reducing exam preparation effort and finding risk. |
| Licensing Cost vs. Per-Seat Tools | ~10x cheaper | Enterprise-wide flat-fee licensing eliminates per-seat AML SaaS pricing. |

## FAQ

**Q: How is the KYC/AML Agent different from a screening tool?**

A screening tool returns matches for a human to clear. The agent risk-rates customers, resolves likely false matches, triages monitoring alerts, assembles cases, and drafts SARs autonomously — escalating only genuine risk to analysts.

**Q: Where does our customer data go?**

Nowhere. The agent is designed to run air-gapped or on-premise, so client and transaction data stay on your servers, with access controls and a complete audit trail. That data residency is often a regulatory requirement, not a preference.

**Q: Which regulations does it support?**

It supports BSA/AML obligations, OFAC sanctions screening, CDD/EDD requirements, and SAR/STR filing, and keeps current as watchlists and rules change. It aligns with SEC, FINRA, and SOX expectations for audit trails.

**Q: Does it reduce false positives?**

Yes. It uses customer and transaction context to resolve well-explained activity and learns from analyst dispositions, cutting false-positive workload without suppressing true risk.

**Q: Which systems does it integrate with?**

It integrates with Fiserv, FIS, Salesforce Financial Services Cloud, sanctions and watchlist sources, case management, and market data providers via API, reading data and writing dispositions and filings back.

**Q: Do we own the source code?**

Yes. ibl.ai delivers the complete source code, so you can audit, modify, and operate the compliance system permanently, independent of ibl.ai's pricing or roadmap.