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






Measurable impact across tier 1 financial institutions
False positive reduction
Improvement in investigator productivity
Faster case resolution from alert to SAR
More SAR-worthy risk detected
Not months, to go-live with new models
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

AI and rules work together as a single detection layer; scenarios combined with supervised and unsupervised ML models reinforce each other on every transaction. Built-in MLOps lets your teams build, optimize, and deploy new models in weeks, not months.
- Eliminate false positives at the source and remove alert noise from triage
- Keep detection up-to-date with access to the latest pre-trained models from our Model Store
- Govern every model with full lineage and explainability

A triage agent performs an initial risk assessment on every alert, accurately prioritizing what matters and auto-hibernating known false positives without an analyst ever touching them. Triage that once took hours of manual reviewing now happens in seconds, across every alert.
- Surface SAR-worthy cases to the top, with clear explanations of the risk indicators present
- Route every alert to the right team and queue, automatically
- Every triage decision logs its risk signals, model scores, and reasoning, ready for any auditor or regulator review

A manager agent orchestrates a team of specialized worker agents to complete end-to-end investigations before an investigator even opens the alert. From subject profiling and transaction analysis, to web research and narrative drafting, every process is automated and presented for investigator review on a single screen.
- Work every case from a single subject-centric view
- Auto-populate SAR submissions, including all relevant evidence attachments, ready for human review & approval.
- Stay in complete control with human-in-the-loop oversight at every critical stage of the investigation

Outcomes from every case feed back into both detection models and agents. Models sharpen, thresholds refine, and agents improve with every disposition. Full audit trails and decision-level explainability sit underneath, ready for regulatory review at any moment.
- Every decision is traceable from source data, to model scores, to agent reasoning; full transparency and fully explainable
- Strict policy guardrails dictate every agent action; nothing happens outside of the controls that you set
- Continuous drift and bias monitoring flags issues before they become incidents

Capabilities built in from day one
FinCrime ontologyunifies 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.
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
Symphony Risk Intelligence
SRI is an agent-native risk and compliance platform purpose built to transform FinCrime
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.
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.
Modernize your infrastructure with a cloud-native, evergreen platform that prepares your business for the era of agentic AI and continuous AI innovation.
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.
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.
Financial crime is evolving. Outsmart it with AI that keeps pace.
SymphonyAI helps your team move faster, reduce exposure, and stay in control.




