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

Industries we serve

The platforms are the same, but the questions differ. We bring sector context to data architecture, so the numbers that matter most in your industry are the ones we make reliable first.

FMCG, food and restaurants

Thin margins and high volumes mean small data errors become large financial ones. Profitability by SKU, store and channel depends on allocations and cost data that must reconcile to the ledger.

Where we help

  • SKU and product profitability
  • COGS, transfer pricing and allocations
  • Inventory and wastage visibility
  • Reconciliation between ERP and reporting

Relevant experience

Recent work includes a metadata-driven data quality and remediation framework for finance, COGS, SKU profitability and inventory pipelines at a large regional food and restaurant group.

Retail and e-commerce

Customer, order and stock data arrive continuously from apps, stores and marketplaces. Decisions need near-real-time data without runaway platform costs.

Where we help

  • Streaming and CDC from operational databases
  • Customer and basket analytics
  • Demand, stock and fulfilment reporting
  • Controlling cloud platform cost

Relevant experience

Recent work includes a lakehouse for an online grocery platform with CDC and event ingestion, 50+ pipelines, and a 71% cut in monthly platform cost.

Telecommunications

Operators handle very large event volumes and need accurate subscriber, usage and revenue reporting for commercial and regulatory purposes.

Where we help

  • High-volume event ingestion
  • Subscriber and usage analytics
  • Revenue assurance style reconciliation
  • Regulatory reporting accuracy

Relevant experience

Recent work includes a Bronze, Silver and Gold architecture and cloud modernisation design for a mobile operator in Iraq, delivered through a global management consultancy.

Banking, insurance and financial services

Regulators expect lineage, controls and evidence. Finance and risk teams need figures that reconcile and a clear audit trail when they do not.

Where we help

  • Data lineage for regulatory reporting
  • Critical Data Elements and ownership
  • Access control and masking for personal data
  • Reconciliation and data quality evidence

Relevant experience

Background includes analytics, reporting and ETL architecture for US insurance and healthcare insurance clients, and finance data products for regional enterprises.

Government and semi-government

National data strategies across the GCC are raising expectations for data sharing, classification and quality, often with strict residency requirements.

Where we help

  • In-country data residency
  • Data classification and governance frameworks
  • Alignment with national data management standards
  • Trusted data for performance dashboards

Logistics and supply chain

Shipments, inventory and costs move across many systems and partners. Visibility depends on joining that data reliably and on time.

Where we help

  • Integration across ERP, WMS and partner feeds
  • Inventory and movement analytics
  • Cost-to-serve and margin analysis
  • Supply-chain data quality controls

Relevant experience

Background includes ERP modules for cargo, shipping and air-freight operations, and supply-chain and inventory data products on Azure.

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.

Book a consultation