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Data Engineering & Analytics

A modern data estate on Microsoft Fabric: sources consolidated, pipelines that land before the decision is made, and analytics the business can act on and account for.

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The problems that bring teams to us

Teams carrying a legacy data platform, fragmented pipelines, or analytics nobody fully trusts.

Data that arrives late

Disconnected tools and refresh cycles that land after the decision they were meant to inform.

Governance you can’t evidence

A stack nobody can fully account for, with compliance questions the current setup cannot answer.

A rebuild with no sequence

A clear pull toward a modern Fabric estate, and no path to it from what is running now.

Five capabilities, one data estate

One team from the audit through to the pipelines and the reporting — built on Microsoft Fabric and the Azure estate you already own.

Data platform audit

The estate mapped end to end: sources, pipelines, refresh cycles, and what is actually blocking analytics today.

Modernization roadmap

A sequenced plan for the estate you have, with priorities, owners, and estimates you can budget against.

Fabric pipelines & orchestration

Ingestion and scheduling built on Microsoft Fabric, with the observability to prove the data landed on time.

Lakehouse & unified analytics

One lakehouse and one place to build and share reporting, so teams stop maintaining private copies of the same numbers.

Governance & access control

Classification, lineage, and role-based access wired in as the estate is built, rather than bolted on after.

Where the products plug in

Once the data is usable, PromptVault governs what AI is allowed to do with it, and RepoAudit keeps the pipeline code under review. One estate, one posture.

How an engagement runs

Three phases, each leaving you something you keep.

  1. 01

    Current estate discovery

    Sources, pipelines, refresh cycles, and governance reviewed exactly as they run today.

  2. 02

    Fabric architecture & integration plan

    The target design and the path into it, sequenced with owners and real estimates.

  3. 03

    Pilot & reporting alignment

    One workload built end to end against a report the business already relies on, then handed over.

Accelerators and frameworks we bring

Microsoft Fabric architecture patterns

Reference designs for lakehouse, warehouse, and semantic models, adapted rather than drawn from a blank page.

Ingestion & orchestration frameworks

Patterns for pipelines, scheduling, and observability, already running in environments like yours.

Governance layer setup

Purview classification and role-based access, applied as the estate is built.

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Frequently asked questions

Do we have to move everything to Microsoft Fabric?

No. The audit starts from the estate you already run, and the roadmap sequences what is worth moving. Fabric is where most of this work lands, not a precondition for starting.

Can we start with a single pipeline?

Yes. A pilot built against one report the business already relies on is the usual first step, and the audit findings are yours either way.

Ready to build what’s next?

Start with an audit of the estate you have, and leave with a roadmap you can budget against.