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Autonomous KYC/AML Onboarding

Sector: Banking

Autonomous KYC/AML Onboarding

The Challenge: Know Your Customer (KYC) and Anti-Money Laundering (AML) checks are the primary friction points in commercial banking. Onboarding a corporate entity involves verifying complex “Ownership Trees,” scanning global watchlists, and reading hundreds of pages of articles of incorporation. This manual process takes an average of 30 to 45 days, leading to a 20% “Drop-off” rate for high-value clients.

The Technical Solution

We deploy an Agentic Onboarding Stack that replaces manual document review with a “Reasoning-First” approach.

The Document Intelligence Agent:

Uses Multimodal OCR to ingest passports, utility bills, and corporate registries. It doesn’t just “read” text; it performs Forgery Detection by analyzing pixel-level inconsistencies in government holograms.

The UBO Extraction Agent:

This agent is a specialized SLM (Small Language Model) trained to navigate international corporate registries. It recursively calls APIs to map out “Ultimate Beneficial Owners” across multiple shell companies until it identifies a natural person.

The Risk Scoring Agent:

Integrates with an Advanced RAG system that monitors global “Sanction Lists” and “Negative News” (Adverse Media) in 40+ languages.

Governance & GRC

Compliance is non-negotiable. Every “Pass/Fail” decision is accompanied by a Log of Evidence. If the agent flags a client as “High Risk” due to a connection to a sanctioned entity in 2018, it provides the exact news article and the “Semantic Linkage” that led to the conclusion. This satisfies the “Right to Explanation” required by global regulators.

Business Impact

Efficiency

Onboarding time for mid-sized corporates drops from 4 weeks to 48 hours.

Compliance

100% audit coverage; zero “Human Overlook” errors in Sanction screening.

Revenue

Captured an additional $500M in deposits annually by reducing client abandonment.

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