AAmniZen AI
Practice 06 · Microsoft Ecosystem

Data, Fabric & Integration

Copilot is only as good as the data it stands on.

Our mission here

Engineered for the next decade,

We build the data plane that makes Microsoft AI trustworthy — Dataverse as the system of engagement, Fabric as the system of analytics, and Purview as the system of trust. One lineage, one catalogue, one set of controls.

What we deliver

Capability,

00

Microsoft Fabric implementation

OneLake, Lakehouse, Warehouse, Real-Time Intelligence, and Power BI on a single governed surface.

01

Dataverse architecture

Canonical entity model that makes Copilot, Dynamics, and Power Platform speak the same language.

02

Integration platform

Azure Integration Services, Logic Apps, and custom connectors for SAP, Oracle, Salesforce, and legacy stacks.

03

Purview governance

Catalogue, lineage, sensitivity labels, and DLP that protect data wherever Copilot reaches.

Microsoft stack

The platforms we run.

Microsoft FabricDataverseAzure Data LakePurviewAzure Integration ServicesPower BI
Outcomes

What you get.

  • One trustworthy data plane for AI and analytics
  • End-to-end lineage from source to Copilot answer
  • Sensitivity and DLP enforced wherever AI reaches
Case Study · EU

Proof, with numbers.

EU
Industrial Manufacturer · Germany

Fabric-based supply-chain twin lifted forecast accuracy 18 points

Challenge

Demand planning ran on a patchwork of spreadsheets and a 12-year-old data warehouse. Forecast accuracy at SKU-region level sat at 61%, costing the group €40M in excess inventory.

Solution

A Microsoft Fabric lakehouse unified SAP, MES, and POS feeds; a Dataverse-grounded demand-sensing model was exposed to planners via Copilot, with Purview lineage end-to-end.

Impact
  • Forecast accuracy up 18 percentage points to 79% at SKU-region level
  • €27M working capital released in first 9 months
  • 100% of AI inputs governed in Purview with end-to-end lineage
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