NHSAnalyticsAIAssurance/Risk

Unified commercial intelligence

Triangulated finance, procurement, and contracts into a governed dataset with an AI query layer to answer operational commercial questions quickly.

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At a glance

3
Data domains unified
SQL-backed
Governed dataset

Challenge

Teams lacked a single view of commercial exposure and had to reconcile finance, procurement, and contract records manually across systems.

Approach

  • Integrated finance, procurement, and contract sources into a structured SQL layer
  • Standardised taxonomy and governance rules
  • Added an AI query interface to answer questions across the unified dataset

Data sources

  • Finance systems
  • Procurement records
  • Contracts data

What was delivered

  • Unified dataset + governance model
  • Triangulated dashboards and exception views
  • AI query layer for guided interrogation

Impact

Faster answers to commercial questions
Improved visibility of exposure and exceptions
Reduced manual reconciliation effort