Who should read this DataQubi resource?

Finance, procurement, and data platform leaders evaluating practical implementation patterns for supplier data quality, spend visibility, and Microsoft Fabric-enabled operating models.

Can this approach be piloted without replacing ERP?

Yes. DataQubi patterns are designed to run as an overlay using source exports and governed Fabric layers without requiring ERP replacement.

How fast can teams see measurable outcomes?

Most teams can run a focused pilot in roughly 8 to 12 weeks and track measurable changes in duplicate reduction, classification coverage, and reporting confidence.

DQ Labs: Supplier Data Diagnostic

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What it scans

Duplicate vendor signatures across name, tax ID, bank details, and address clusters.
Missing control attributes — payment terms, approval paths, tax fields, ownership.
Classification leakage and spend mapping confidence.

What you get

Risk map by legal entity and process owner.
Remediation backlog prioritized by cash and control impact.
90-day hardening plan with measurable checkpoints.

Run the diagnostic

Upload your vendor master export — CSV, XLS, or XLSX. Results appear in under 60 seconds. Files are automatically deleted after 7 days.

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Supplier Data Diagnostic

What it scans

What you get

Vendor Normalization Preview

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