Transaction Monitoring

From static controls to continuous coverage

SymphonyAI connects the full transaction monitoring lifecycle, from data ingestion to SAR filing, under a single continuously adaptive intelligence layer. Powered by agentic AI, controls stay current, investigators stay focused, and programs stay regulator-ready.

Legacy solutions were built for a static world that no longer exists

Transaction monitoring today is under enormous pressure as regulations evolve quickly and financial crime adapts even faster. Legacy systems built for static controls and periodic updates can no longer keep up with the pace and complexity of modern finance.

Controls go stale between cycles, leading to coverage gaps

Fragmented data hides the full picture

Alert volumes overwhelm your teams

Investigations are slow and inconsistent

Measurable impact across tier 1 financial institutions

90%


False positive reduction

6x


Improvement in investigator productivity

70%


Faster case resolution from alert to SAR

30%


More SAR-worthy risk detected

Weeks


Not months, to go-live with new models

>90%


Agent / Investigator adjudication alignment

The full monitoring lifecycle

Connect any source and map every record to a unified FinCrime ontology in real time. Transactions, customer data, and third-party signals arrive clean, consistent, and ready for everything that follows.

  • Access a ‘golden record’ for every customer and entity
  • Feed advanced detection models and intelligent agents with AI-ready data
  • Make every decision traceable to source and defensible to regulators

Connect any source and map every record to a unified FinCrime ontology in real time. Transactions, customer data, and third-party signals arrive clean, consistent, and ready for everything that follows.

  • Access a ‘golden record’ for every customer and entity
  • Feed advanced detection models and intelligent agents with AI-ready data
  • Make every decision traceable to source and defensible to regulators

Capabilities built in from day one

FinCrime ontology unifies risk intelligence

Map disparate data sources to a shared structure. Previously invisible relationships surface automatically, giving detection and investigation richer, evergreen context.

2,500+ detection scenarios available out-of-the-box

The industry's deepest library of proven AML scenarios, spanning retail banking, capital markets, insurance, and correspondent banking.

Advanced machine learning models

Access pre-trained supervised and unsupervised ML models to sharpen threat detection. Our models are designed to significantly reduce false positives and surface emerging typologies.

End-to-end agentic automation

End-to-end agent-led automation reduces manual effort across triage, investigation, and SAR filing, handling higher case volumes with far greater consistency.

Build or bring your own models

Full MLOps environment to create, customize, validate, and deploy models your way. Build, bring, and even pick models from our store of pre-validated models.

Embedded governance

Every model decision, agent action, and SAR filing carries explainability and an immutable audit trail by default. Regulators get answers before they ask. Committees approve, not reject.

Results you can see

AI-led transaction monitoring solutions trusted by global financial institutions

Absa reduced false positives by 77% with AI

Absa wanted to see how AI could improve detection and alert quality at faster speeds. The outcome far exceeded expectations, leading to an award-winning partnership.

Read the case study

77%

77% False positive reduction

10.5%

Increase in new risk identification

Large Nordic financial group saves money and improves efficacy

SymphonyAI’s Transaction Monitoring solution dramatically improved compliance processes and significantly reduced false positives.

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83%

False positive reduction

24,000

Alerts eliminated

Leading European Bank saves €3.5M per year

SymphonyAI’s AI-powered case manager was chosen for its modern architecture and ability to consolidate risk

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20%+

Average investigator effort savings

5x

Reduction in vendor costs

Upgrade to AI the easy way

Start your AI transformation journey without the need for a rip & replace

AI Overlay for Transaction Monitoring

Enhance your existing transaction monitoring system with an agile AI augmentation

  • Reduce false positives by 80%
  • Detect new and hidden risk
Always-on Compliance™

Combining unified risk intelligence with end-to-end agentic orchestration, SRI enables compliance programs to stay current by design as regulations, threats, and business activity change.

Modular for ultimate flexibility

SRI is built so customers can start where they need to, expand at their own pace, and scale across regions, lines of business, and use cases without friction.

Strategic agility at scale

Modernize your infrastructure with a cloud-native, evergreen platform that prepares your business for the era of agentic AI and continuous AI innovation.

Built for FinCrime. Proven at scale.

Our solutions are built on 25 years of proven expertise on a global scale. That’s why we’re trusted by 33% of the world’s largest financial institutions.

Transaction Monitoring FAQs

Have specific questions? Our solution consultants are happy to answer them and show you exactly how SRI can work for your organization.

Is this the same as NetReveal Transaction Monitoring?
SymphonyAI’s transaction monitoring is the next generation of NetReveal, built on the same 25 years of FinCrime expertise. It delivers everything NetReveal did and goes significantly further with AI-native detection, agent-led investigation, and continuous compliance coverage.
Not at all. Our phased AI adoption approach lets you start with AI overlays on top of your existing transaction monitoring engines, prove value quickly, and expand at your own pace. You can move from AI-enhanced detection to agent-led investigation progressively, without a disruptive, all-or-nothing transformation program.
Yes! The modular architecture and data agnostic approach that SymphonyAI takes means that any of our solutions can be integrated into your existing tech stack with minimal disruption.
New models can be deployed in weeks. A pre-built library of threat models covers retail banking, correspondent banking, capital markets, and insurance; available out of the box, customizable, or replaceable with your own.
Governance is embedded throughout, not bolted on. Every model decision, agent action, and case outcome is fully explainable, auditable, and traceable. The platform produces model risk management documentation automatically and is designed to support regulatory examination at any time, including compliance with the EU AI Act and ISO 42001.