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Aracne Automation

AI in KYC

Automated client due diligence with explainable AI

This solution automates KYC due diligence by ingesting client data (e.g., PDF) ,extracting key information, and applying AI to analyze and explain risk-relevant findings. It produces structured, audit-ready outputs and triggers exception-based alerts to the Head of Compliance or any other key stakeholder for timely review and decision-making.

Business Problem

  • KYC intake arrives in unstructured formats (PDFs, scanned documents), requiring manual data extraction and re-keying.

  • Reviews are time-consuming and inconsistent across analysts, creating variable outcomes and control gaps.

  • Limited explainability and documentation make it difficult to justify decisions to auditors and regulators.

  • Exception handling and escalations are not systematic, leading to delayed identification of high-risk cases.

  • Fragmented tracking reduces end-to-end traceability (who reviewed what, when, and based on which evidence).

Automation flow

  • Ingest client data: KYC data is received and routed into the AI routine.

  • Extract key fields:  AI to extract structured data (identity details, addresses, beneficial owners, company info, documents list).

  • Analyze & risk-screen: AI performs rule-based and ML-assisted checks (completeness, red flags, consistency across documents) and produces an explainable risk summary.

  • Create an audit record: Extracted + analyzed outputs are saved to a controlled repository.

  • Notify & escalate: If thresholds/red flags are hit, an alert notification to the Head of Compliance with the case summary and required actions is sent.

Client value

  • Faster onboarding: Reduces KYC cycle time by automating extraction, checks, and routing—accelerating time-to-approve for low-risk clients.

  • Higher consistency and quality: Standardizes due diligence steps to reduce variability and missed controls.

  • Audit-ready traceability: Produces structured outputs with clear evidence links and explainable rationale to support audits and regulatory reviews.

  • Risk-focused escalation: Automatically flags and routes exceptions so Compliance spends time on high-risk cases rather than manual screening.

  • Lower operational cost: Cuts manual re-keying, rework, and follow-ups, freeing capacity without adding headcount.

Integrability

One of the strongest advantages of this AI KYC tool  is its native integrability across the Microsoft E365 ecosystem. 

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