Node16.ai / Products

The product family

See the signal.
Work the case.

Sonar finds activity worth investigating. Investigator puts the evidence into a case workflow. Collaborator adds governed information sharing.

01 / Sonar

Find the activity
worth a closer look.

Detection and transaction monitoring

Help investigators spend their time on relevant findings.

Sonar looks at transaction patterns and relationships in the bank's own data. It combines learning across institutions with local analysis, while the bank retains its raw records and customer identities.

  • Transaction and network-risk scoring
  • Patterns considered in their transaction context
  • Evaluation at the bank's investigation capacity
  • A shared model that can learn from participating institutions

Federated learningGraph neural networksDifferential privacySovereign supercomputing

Architecture and data protection →

What this means for your team

You decide how many alerts
your team can handle.

98–99%of alerts relevant in a focused queue, across five simulated banks

In a focused setting, almost every alert was relevant, and the queue caught roughly a quarter to a third of the suspicious activity. In a broad setting, the team handles five times as many alerts, about half of them relevant, and catches roughly three quarters. Sonar lets you choose the balance that fits your capacity and risk appetite.

All results come from our synthetic development environment, five simulated banks on one setup with a dense transaction network between them. Real-bank performance is what we test next with partner banks. The experiment and its conditions →

Synthetic data · Ranges across five simulated banks
Focused queueBroad coverage
Alerts per 1 million transactions1,0005,000
Share of alerts that were suspiciousabout 98–99%about 43–64%
Share of all suspicious activity caughtabout a quarter to a thirdabout three quarters

Synthetic data · The development corpus

4BTransactions
4MCustomers
187Money-laundering typologies

Training and testing at scale against known patterns before the work with partner banks begins.

02 / Investigator · Includes Sonar

From an alert
to a reviewed case.

Investigation and reporting

Bring the evidence, the questions and the next decision into one investigation workflow.

Explore the transaction graph, query the evidence, bring in KYC context and prepare evidence-linked narratives and goAML reporting material.

  • Case intake, triage, investigation and review
  • Graph exploration and natural-language queries
  • KYC context and integration workflows
  • Evidence-linked narrative and reporting preparation
  • Roles, human oversight and an attributable audit trail

The investigator and MLRO retain decisions and reporting authority. Integration follows the bank's systems and agreed operating model.

Sonar signal view: risk score 0.91 high, typology layering through mule accounts, a graph of six accounts including one pseudonymised counterparty at another bank
The signal: the score, the typology in plain words and the few accounts that make up the pattern.
Investigator case view: an evidence-linked draft narrative, the analyst decision with Escalate to MLRO as the primary action, and a note that the decision is recorded in the audit trail
The case: an evidence-linked draft narrative and the analyst's decision, recorded in the audit trail.

Synthetic case, drawn from the product workflow. The case data is invented.

03 / Target July 2027

A wider picture.
A measured disclosure.

Collaborator

Build shared case context when there is a reason and authority to share.

Collaborator develops the next step in information sharing under AMLR Article 75. It starts with limited signals and adds detail as risk, purpose and disclosure authority justify it.

  • Risk-based, graduated disclosure
  • Authorised linkage and collaborative case context
  • Recipient-specific access and recorded decisions

Targeted for July 2027, alongside the regulatory and partnership arrangements.

Follow the regulatory path →

How we work with a bank

Choose the support
your team needs.

See the workflow for your bank.

Request a briefing →