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Insurance & FS Risk

Enterprise Risk Analytics Platform

Fraud, AML/CTF and claims analytics integrated into a single governed Fabric risk platform — real-time scoring, executive dashboards, defensible lineage.

Fabric RTIKQLAzure MLMicrosoft Purview
Insurance & FS Risk illustration

The challenge

Fraud, AML/CTF and claims were each running on their own analytics stack — overlapping logic, conflicting numbers, lineage no one could defend in audit.

Our approach

How we structured the work, end to end.

01
Designed a unified risk platform on Microsoft Fabric with Real-Time Intelligence at the core.
02
Built risk-scoring engines in Azure ML — shared features, domain-specific models.
03
Modelled executive dashboards covering fraud, AML/CTF and claims with consistent risk definitions.
04
Locked down lineage and access with Microsoft Purview.

The architecture

From source to insight, in one governed flow.

01
Core Systems
02
Event Stream
03
Risk Engine
04
Risk Dashboard

Outcome

What changed
One risk platform, one set of definitions, one defensible lineage — and risk leadership reading the same dashboard as the analysts.

Related work

Other engagements with a similar shape.

Process × Intelligence

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