Databricks consulting for enterprises across the Middle East
Lakehouse architecture, implementation and optimisation on Azure Databricks, from the first workspace to production data products.
Overview
Whether you are starting with Databricks or your platform has grown faster than its design, we architect, build and tune lakehouses that stay reliable and affordable as data volumes grow. Every engagement is led hands-on by a senior architect, not handed to a junior team.
Sound familiar?
- Pipelines were built quickly and now fail silently or need manual reruns
- Databricks costs rise every month and nobody can explain why
- Workspaces still run on the legacy Hive metastore with access granted ad hoc
- The team knows Spark but not the production patterns that keep a lakehouse stable
What we deliver
Lakehouse architecture
Medallion design on Delta Lake with clear Bronze, Silver and Gold contracts, naming standards and environment strategy.
Unity Catalog setup and migration
Catalog and schema design, Hive metastore migration, access policies and lineage switched on from day one.
Lakeflow and Delta Live Tables
Declarative pipelines with expectations, incremental processing and built-in data quality metrics.
Streaming and CDC
Near-real-time ingestion from databases, Event Hubs and Kafka using Structured Streaming and change data capture.
CI/CD with Asset Bundles
Version-controlled jobs and pipelines deployed through Azure DevOps or GitHub across dev, test and production.
Cost and performance tuning
Job versus all-purpose compute, cluster policies, file layout, liquid clustering and Photon where it pays off.
Technology
- Azure Databricks
- Delta Lake
- Unity Catalog
- Lakeflow / DLT
- Databricks SQL
- Databricks Workflows
- Asset Bundles
- MLflow
- PySpark
- Spark SQL
What you can expect
How we deliver
The same disciplined approach on every engagement, scaled to your scope.
Assess
Understand your current platform, data and priorities, and agree what success looks like.
Design
Target architecture and a phased plan, reviewed with your technical and business owners.
Build
Hands-on delivery with your team, tested and reconciled as we go.
Hand over
Documentation, runbooks and mentoring so your team owns the result.
Common questions
Anything else? Ask us directly.