AML Assistant (Anti-Money-Laundering)
Pattern scanning, multi-party entity ring grouping, and automated SAR narrative drafting.
AML Assistant (Anti-Money-Laundering)
Intelligent investigative copilot for compliance teams detecting structured illicit fund flows.
How It Operates
AML Assistant continuously monitors transaction ledgers and customer account topologies. Instead of inundating compliance teams with disconnected false-positive alerts, it identifies suspicious behavioural patterns (rapid fund transit, structuring below reporting thresholds, circular transfers) and groups related entities into investigable rings. Investigators review the network graph and generate audit-ready SAR narratives in seconds.
Operating Workflow Steps
Continuous Ledger Scanning
Scans account and transaction data in real time, detecting anomalies such as structuring, velocity spikes, and pass-through fund flows.
Multi-Party Ring Grouping
Correlates accounts and counterparties into connected "rings" where capital moves between ostensibly distinct parties to obscure origin.
Standalone Account Surfacing
Accounts that look suspicious independently — without being part of a wider ring — are surfaced for individual compliance triage.
Automated SAR Narrative Drafting
Generates a regulatory-compliant Suspicious Activity Report (SAR) draft outlining transaction timeline, ring members, and evidence rationale.
How Staff Use It Today & Where It’s Headed
How Staff Use It Today
Investigators work from a live dashboard of already-identified accounts and rings, rather than uploading data themselves.
Where It’s Headed Next
Planned capabilities in delivery for this product solution:
- • Bulk ingestion pipeline letting compliance staff upload raw transaction batches and external bank ledgers directly.
- • Direct email delivery to designated AML compliance officers when high-risk rings are detected.
Why It’s Built This Way
Engineered for regulatory compliance, transparency, and operational trust.
The AI narrates and classifies — it does not make the final call
Every process keeps a human decision-maker firmly in the loop. The software surfaces organized summaries and calculation transparency, while human officers make every final decision.
Nothing is silently dropped or hidden
If a record cannot be processed, an upload row is incomplete, or a document cannot be verified, it is flagged clearly and prominently rather than silently skipped.
Multi-market from the start
The platform does not assume any single country's rules, document standards, or currency — engineered from the outset to work across diverse markets without rebuilding.
Connect Database or Ingest Datasets For AML Assistant
Open the dedicated workspace console to link your PostgreSQL, Oracle, or Snowflake datastore, test bulk spreadsheet uploads with instant preview, run single-record live inferences, or stream through REST webhooks.
Connect Database & Test Live