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AML, STR & Fraud EDD

SimVigil

AML-STR compliance and mule-account EDD operations on one governed engine — AI triage with cited evidence, humans deciding, every working preserved for replay

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The Problem it Solves

Detection has outpaced disposal. AI models find suspect accounts — then the hardest part starts, by hand, on paper, e-mail and Excel

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No Consistent SOP

Every alert clears EDD through improvised branch processes — nothing repeatable, nothing observable

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No Turnaround Discipline

No per-stage clocks, warnings or escalation; alerts age silently while mule funds move on

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No defensible record

Review feedback is scattered in inboxes, making it impossible for inspectors to access. Regulators are now explicitly directing SOPs accounts linked to mule and cyber fraud.

Key Capabilities

01

AI Triage,structurally cited 

02

Native transaction detection

Triage across 11 laundering typologies — every claim must cite a specific evidence record; the claim schema rejects uncited output. Identity resolution across accounts (CIN > PAN > mobile > e-mail)

03

STR pipeline, clock enforced

​Ingests raw EOD transaction extracts, computes windowed aggregations per customer and raises its own alerts — structuring, velocity bursts vs the customer's own baseline, dormant activation, mule fan-in. Every threshold is a policy key

04

Mule-account EDD as configured SOP

7-working-day STR clock with warning bands; sign-ready reports in FIU-IND FINnet 2.0 v1.14 formats. The platform never signs, never files — the Principal Officer does, and the loop closes on the audit trail

The bank's own SOP runs as configured stages with per-stage TAT clocks, notifications and escalation. Detection-model alerts verified independently; ring claims checked against the bank's own data

05

Dual-control enforcement

Freeze/unfreeze dispatched to the CBS under structural dual authorisation — the approve API rejects the requesting officer; idempotent dispatch can never double-freeze

06

Customer-360 at triage

Profile live from CBS/ESB; product holdings from the data warehouse with freshness disclosed; an unavailable source is recorded as a stated data gap, never a silent omission

Why SimVigil

One platform, two live configurations: the bank's STR pipeline and its mule-account EDD operation — AI proposes with structural citations, deterministic engines compute, named humans decide

01

Own findings, not just workflow

Arrives at its own detections from raw transactions — not only a case layer over other systems' alerts

02

AI never does arithmetic

Extraction proposes; versioned deterministic evaluators compute. Same inputs, same outputs, inputs on record

03

Graduated autonomy

Autonomy gates park AI-driven runs until a human releases them — the dial belongs to the bank

04

Regulatory alignment

​FIU-IND FINnet 2.0 v1.14, RBI KYC Master Direction (deemed-OVD as data), PMLA record-keeping, mule-account SOP-ready

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