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VERACITY
NHS trust

Unified operational reporting on Microsoft Fabric

One governed model for elective activity, workforce and finance, used daily by 200+ frontline managers.

2025·4 months·2 engineers, 1 BI lead
  • 200+

    Frontline users

  • 34

    Legacy reports retired

  • < 12 min

    Model refresh (nightly)

The challenge

Operational reporting sprawled across three EPR extracts, five spreadsheets and two legacy Cognos reports. Definitions of 'elective activity' quietly disagreed between directorates, a fact only noticed when two directorates disagreed on the same number at an executive review.

What we did

  • Cross-directorate workshops to agree definitions and clear MI ownership for every KPI.
  • Built a Microsoft Fabric lakehouse ingesting EPR, ESR workforce and finance sources through Dataflows Gen2 and notebooks.
  • Delivered a certified Power BI semantic model with row-level security by directorate, verified with impersonation tests.
  • Trained the internal analyst team through pair work, they own extensions now without us in the room.

Results

  • One trusted operational model used by 200+ frontline managers daily.
  • Legacy Cognos reports safely decommissioned within three months of go-live.
  • Analyst team upskilled, extensions now delivered in-house.
  • IG documentation and lineage in place for the DSPT toolkit.

Veracity turned what had felt like a permanent argument between directorates into one model we all agreed on. That's the piece I didn't know I could buy.

Deputy Director of Performance · NHS Foundation Trust
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