01
Multi-cloud fluency
AWS, Azure, and OCI — with regional residency for KSA-hosted workloads.
Expertise
Cloud Data Platforms.
Databricks, Snowflake, and Microsoft Fabric — architected for KSA data residency and scale.
Practice
Expertise
Delivery
Riyadh · London · Lahore
Model
Fixed-scope · Retainer
Timeline
6–16 weeks / phase
01 — What we do
Three pillars that carry the practice.
02
Lakehouse architecture
Bronze/silver/gold with Unity Catalog or Snowflake Horizon governance.
03
Cost & performance ops
FinOps discipline baked into the platform — not bolted on afterwards.
“
We ship this practice as a small, opinionated system — running infrastructure, evaluation harnesses, and the rituals that make leadership trust the numbers.
02 — Capabilities
What we build inside this practice.
Every engagement is scoped as a small system, not a slide deck. You get running infrastructure, documentation, and the metric-store hooks to measure it.
Scope an engagement01Databricks lakehouse builds
02Snowflake warehousing
03Microsoft Fabric OneLake
04Unity Catalog governance
05dbt Core / Cloud pipelines
06Airflow / Dagster orchestration
07FinOps & cost monitoring
08KSA data-residency architectures
Reference architecture
How the pieces move.
03 — In production
Numbers from the field.
55%
Storage cost reduction
After bronze/silver/gold restructuring.
10×
Query performance gain
With materialized aggregations.
100%
KSA-resident workloads
Across regulated banking clients.
Ready to scope this into your stack?
Book a working session with a lead architect.