Azure and Databricks consulting for the UAE, Saudi Arabia, Qatar and wider MENA

One version of the numbers, from lakehouse to boardroom

Governed Gold data models and Power BI semantic layers for finance, supply chain and executive reporting.

Overview

Dashboards are only as good as the model underneath them. We design dimensional Gold data products with agreed business definitions, so finance, operations and leadership read the same figures from the same place.

Sound familiar?

  • Every department defines revenue, margin or stock differently
  • Power BI reports are slow and each one has its own logic
  • Month-end still depends on manual Excel consolidation
  • Executives have stopped trusting the dashboards

What we deliver

Dimensional modelling

Kimball-style star schemas with conformed dimensions, designed for performance and reuse.

Finance data products

P&L, balance sheet, COGS, SKU profitability and transfer-profit models built with finance teams.

Supply chain and inventory

Stock, movement and availability models that connect operations to financial outcomes.

Power BI semantic models

Shared, certified datasets with clear measures, row-level security and good performance.

KPI definitions

A documented set of business metrics agreed with stakeholders and implemented once.

Self-service enablement

Training and guardrails so analysts can build on governed data instead of copying it.

Technology

  • Power BI
  • Microsoft Fabric
  • Databricks SQL
  • Delta Lake
  • Spark SQL
  • Kimball modelling

What you can expect

1agreed definition for every executive KPI
Certifiedsemantic models reused across reports
Lessmanual month-end consolidation in Excel

How we deliver

The same disciplined approach on every engagement, scaled to your scope.

  1. Assess

    Understand your current platform, data and priorities, and agree what success looks like.

  2. Design

    Target architecture and a phased plan, reviewed with your technical and business owners.

  3. Build

    Hands-on delivery with your team, tested and reconciled as we go.

  4. Hand over

    Documentation, runbooks and mentoring so your team owns the result.

Common questions

Anything else? Ask us directly.

We focus on the data models and semantic layer that reports depend on, and can build key executive and finance reports. For large report estates we enable your analysts to build on the certified models.

Yes. We have built SKU profitability, COGS and transfer-profit data products for a large food and restaurant group, including allocation logic and reconciliation to the ledger.

It depends on data volumes, refresh needs and whether you use Microsoft Fabric. We recommend the storage mode per model based on performance and cost.

Talk to a senior data architect, not a sales team

A 30-minute call to understand your platform and where it is holding you back. You will leave with practical next steps, whether or not we work together.