Gayan Kalinga

Arimac · AI risk platform

Sherlock — EDD & fraud risk management with AI

An AI platform for enhanced due diligence and fraud risk management: KYC onboarding, ongoing AML monitoring, video KYC, and ML-driven transaction fraud detection.

The problem

Regulated institutions need continuous customer risk assessment — onboarding is the easy part; ongoing monitoring at transaction scale is not.

What was built

Risk scoring and case management across the customer lifecycle, with real-time ML-based transaction fraud detection designed for GPU-accelerated inference.

Compliance context

KYC/AML frameworks across Sri Lanka and MENA jurisdictions.

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