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INTELLIDATAPart of Converge Group

Themis by Intellidata Intelligence that surfaces what matters.

Themis applies typology-driven analytics and machine learning across fraud, AML, CTF and behavioural risk to produce prioritised, defensible decisions. It surfaces risk that warrants attention.

Detection typologies
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Detection typologies
Golden data sources
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Golden data sources
Fewer false positives
Up to 0%
Fewer false positives
Investigator output
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Investigator output

It is not a monitoring tool.

It is a financial crime intelligence platform.

Traditional systems detect transactions.

Themis understands behaviour.

Traditional systems escalate volume.

Themis prioritises quality.

Traditional AI overlays sit on legacy architecture.

Themis was architected for AI from inception.

Powered by explainable AI and machine learning. From detection, to investigation, to decision.

Built for precision in regulated environments

Less noise, more true positives, and outputs that hold up under scrutiny.

Data ingestion and modelling

Integrates with core banking, payments, insurance, CRM and ERP environments and external intelligence feeds, normalising data into a structured analytical model without disrupting operational systems.

Typology-driven detection

More than 550 typologies and analytical models across fraud, money laundering, collusion, syndication, terrorist funding and behavioural anomaly scenarios.

Behavioural and machine learning models

Supervised and unsupervised techniques, behavioural scoring, entity profiling and network mapping surface the patterns static rules cannot.

See a network in Maestro's link analysis

Risk scoring and prioritisation

Every case is risk-weighted and ranked by likelihood, severity and behavioural indicators, so investigators work high-value cases rather than alert volume.

Explainability and governance

Model outputs are traceable to their underlying drivers, so every risk decision can be justified internally, externally and to the regulator.

Deployment flexibility

Cloud, hybrid and on-premise, aligned to your security framework, data residency requirements and governance standards.

How Themis works

From raw client data to continuously improving AI models - every step designed for precision and explainability.

CLIENT DATATHEMIS DATALAKEAI ENGINERESULTSCASEMANAGEMENTAIFEEDBACK

One number, eight profiles

Network mapping in one picture: details customer records share, like a phone number or an email address, join them into one network, a hop at a time. Redrawn from part of a network in Maestro's link analysis, on synthetic data.

Diagram with rings at one, two and three hops from the mobile number +27 69 *** 9549. One hop: the number is shared by eight customer profiles, 10003757, 10004471, 10002354, 10004755 and four more. Two hops: the email shared.5723@example.com joins 10004471 to 10003633, and the number +27 71 *** 1766 joins 10002354 to 10002792. Three hops: 10002792 shares +27 77 *** 6521 with six more profiles.1 hop2 hops3 hops+27 69 *** 9549100037571000447110002354100047554 more profiles

Hops from the number

8 profiles in view

Trace a link

The whole network on that screen resolves to 29 parties, 15 shared identifiers, 66 links and 4 hops.

See the screen it comes from: exhibit M-05

Every score comes apart

A risk score that cannot be explained is a liability. Each one decomposes into the typologies that produced it, scored on the scale they share.

Maestro ships light and dark, so every screen here comes in both.

Exhibit M-03Themis risk factors on a case, as an investigator meets them in Maestro
Exhibit M-06Two versioned Themis snapshots of one entity, compared in Maestro

Proof before commitment

Measurable output on your own data, benchmarked against your current process, before any full-scale commitment.

Rapid time to value

Proof of Value delivered in days. Full productive deployment in under three months.

Self-learning

Models improve with every deployment and every case resolved.

No third-party lock-in

Designed entirely in-house. No expensive external dependencies required to go live.

Built for your industry

Deployed. Measured. Proven.

A selection of engagements where Themis has been applied, across sectors, regions and mandates. All clients remain confidential.

Insurance

$20.1M USD fraud identified

Funeral Policy Analysis

SADC · 5-year claims period reviewed

Healthcare

$2.8M USD fraud identified

Private Medical Scheme Analysis

APAC

Healthcare

$70K USD fraud identified

Boutique Medical Scheme Analysis

SADC · 3-year claims data

Healthcare
Ongoing

Medical Scheme Administrator

SADC · 17 funds · 3-year claims data

Banking

South African Bank Analysis

South Africa · Engaged by a top-5 global auditing firm

Financial Services
Ongoing

Financial Services Firm

SADC · Financial crime analysis and case management

Government

National Election Fraud Analysis

West Africa · Assessment of potential systemic election fraud

Government

COVID-19 Relief Fund Forensics

SADC · Risk profiling of potential relief fund beneficiaries

Public Sector
Ongoing

State-Owned Entity

SADC · Medical fraud, syndication and collusion detection

Engagement details are presented in anonymised form in accordance with client confidentiality agreements. Findings reflect fraud identified through Themis analysis, not necessarily total fraud exposure.

Intelligence must prove itself.

A Proof of Value delivers measurable insight within days - risk-prioritised outputs benchmarked against your current process, with full transparency on signal quality and investigative efficiency.

  • No disruption to operations
  • Measurable insight within days
  • Explainable outputs from day one
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