Intelligence is not optional.
It is architectural.
Financial crime evolves.
Across industries, executives face the same challenge: too much data, too little clarity. We engineer intelligence systems that transform fragmented data into prioritised, defensible decisions — built in forensic environments, scaled for enterprise complexity, powered by explainable AI.
The Challenge with Legacy Architecture
Most monitoring platforms were built 15–25 years ago — designed for simpler data volumes and slower risk cycles. The issue is no longer access to data. It is structuring complexity into reliable intelligence.
Legacy Architecture
Our Position
Fewer, higher-quality leads — every alert traceable to its drivers
The issue is no longer access to data. It is structuring complexity into reliable intelligence.
Three Integrated Capabilities
One intelligence architecture. From detection to investigation to decision.
Financial Crime Intelligence
Typology-driven detection for fraud, AML and CTF — designed to reduce investigative noise and improve signal precision in regulated environments.
- Typology-driven detection (layering, collusion, structured networks)
- Behavioural and ML scoring across entities and devices
- Network relationship analysis to surface hidden connections
- Risk-weighted prioritisation and explainable outputs
01 — Themis
Explainability & Governance
Every risk outcome traceable to its underlying drivers — defensible internally, externally and regulatorily.
Behavioural ML Models
Supervised and unsupervised ML aligned to evolving risk typologies — continuous learning, not static rules.
Proof of Value
Measurable insight within days — benchmarked outputs before full-scale commitment. No disruption. No theoretical positioning.
From Detection to Decision
Intelligence must be operational — not just analytical. Three integrated stages, one governed outcome.
Detect
Themis surfaces prioritised, behavioural risk from complex data.
500+ typologies across fraud, AML, CTF and behavioural anomaly scenarios. Supervised and unsupervised ML, entity profiling and network mapping — near real-time and batch.
Investigate
Maestro converts risk signals into structured, governed cases.
Configurable workflows, SLA tracking, task assignment and role-based governance. Every action is traceable — a defensible investigation record under compliance and audit scrutiny.
Decide
Explainable, audit-ready outcomes that strengthen regulatory confidence.
Risk decisions traceable to their underlying drivers — justified internally, externally and regulatorily. A feedback loop that improves model performance over time.
Detection without execution creates backlog. Maestro ensures outcomes are structured, measurable and defensible.
Intelligence Beyond Forensics
Our forensic foundation enables broader enterprise applications. Where complexity and data converge, intelligence can be engineered.
Operational Risk Monitoring
The same intelligence architecture that detects financial crime also identifies anomalous process behaviour and operational risk — before it escalates.
- Identifying anomalous process behaviour indicative of operational risk
- Cross-channel behavioural anomaly analysis
- Executive risk dashboards with drill-down visibility
Insurance Fraud, Waste & Abuse
Detect behavioural patterns and network anomalies in claims data — reducing fraud, waste and abuse across your insurance portfolio.
- Provider and claimant behavioural profiling
- Syndication and relationship discovery
- Cross-channel claims pattern analysis
Regulatory Assurance & Governance
Regulatory automation, assurance reporting and enterprise governance dashboards — clarity for executives, confidence for regulators.
- Regulatory automation and assurance reporting
- Enterprise governance dashboards and KPI monitoring
- Defensible, explainable outputs for regulatory review
Outcomes That Speak for Themselves
Measurable results from organisations that trusted the platform.
"We have seen an 81.81% reduction in CDD related client queries from 1 August 2021 and a massive improvement in the way the CDD process is working in general."
"During our Proof of Value, Converge Intellidata proved to be extremely effective in identifying potential cases of fraud waste and abuse. Converge Intellidata has the potential to provide for massive savings within the scheme."
"Converge Intellidata is unique, not just because it is an end-to-end fraud management platform, but also because of its flexible and competitive pricing model, rapid implementation, leading AI technology and passionate team."
"This application is a revolutionary approach to combating fraud waste and abuse across the medical, insurance and banking industries."
Trusted by
The future of risk management is engineered intelligence.
If your environment feels noisy, fragmented or slow to act — it may not be a data problem. It may be an architectural one.
Contact Us
Send us a message and we'll get back to you as soon as possible.