Data Engineering, Data Lakes & Warehouses — Saudi Arabia
SKYLINE delivers data engineering, data lakes & warehouses across Riyadh, Jeddah, Dammam, NEOM, and every major Saudi city — by a Saudi engineering team, with Arabic-native software, local support, and on-premise or cloud deployment.
AI, analytics, and reliable reporting all stand on the same foundation: clean, governed, well-engineered data. Skyline builds the data backbone Saudi enterprises need — data lakes, warehouses, and modern lakehouses — that ingest from ERP, CRM, POS, IoT, and operational systems, transform raw feeds into trustworthy datasets, and serve BI, machine learning, and applications from a single governed platform. We design with a medallion approach (raw, cleaned, business-ready layers) so data lineage is clear and every downstream report or model draws from a consistent source.
We engineer pipelines (ETL/ELT), real-time streaming and change-data-capture, master-data management, data quality, cataloguing, and observability on the platform that fits you — Microsoft Fabric and Azure Synapse, Databricks and Delta Lake, Snowflake, or open-source Spark stacks. Crucially for the Kingdom, we architect for data sovereignty: keeping regulated and personal data within in-Kingdom cloud regions or your own environment, in line with PDPL and SDAIA expectations, with cross-border transfer handled deliberately rather than by accident.
- Data lake, warehouse, and lakehouse design and build (medallion architecture).
- ETL / ELT pipelines, real-time streaming, and change-data-capture replication.
- Connectors to SAP, Oracle, Odoo, Dynamics, databases, files, IoT, and SaaS sources.
- Master data, data quality, cataloguing, governance, and observability.
- In-Kingdom / sovereign deployment with PDPL-aware residency and access controls.
Whether you are consolidating siloed systems, preparing data for generative AI, or replacing brittle Excel-and-script reporting, Skyline plans the architecture, builds the pipelines, migrates your data, and hands over a maintainable platform — with documentation and optional managed operations. We start from your actual sources and reporting goals, not a template, so the platform earns its keep from day one.
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Technical guides & references in this cluster
Data residency in Saudi Arabia: a practical PDPL guide for choosing cloud hosting (2026)
PDPL does not simply say "keep everything in the Kingdom" — it regulates how personal data leaves it. This guide turns the cross-b...
Cloud regions in Saudi Arabia (2026): what is actually live, what is announced, and how to choose
Saudi Arabia's cloud map filled in fast: Oracle, Google Cloud, Alibaba/SCCC and Huawei run live in-Kingdom regions, with AWS's Riy...
What cloud hosting really costs in Saudi Arabia: SAR pricing models, hidden fees, and a budgeting worksheet
The sticker price is the smallest number on a cloud bill. This guide breaks down the three pricing models sold in Saudi Arabia, th...
Colocation vs cloud in Saudi Arabia: an honest decision framework (and when colocation genuinely wins)
Colocation is not legacy and cloud is not automatically cheaper. This framework weighs CAPEX vs OPEX, the staffing line everyone u...
SAMA, cloud and outsourcing: a practical checklist for Saudi banks and fintechs moving workloads to the cloud
SAMA-regulated entities can use cloud — but under a discipline: workload classification, materiality assessment, due diligence, no...
CST's cloud rules explained: the Cloud Computing Regulatory Framework, registration categories, and what buyers should verify
Saudi Arabia regulates cloud providers through CST's cloud computing framework: a registration regime with categories tied to the...
Frequently asked questions
Quick answers about Data Engineering, Data Lakes & Warehouses — Saudi Arabia
What is the difference between a data lake, warehouse, and lakehouse?
Can the data platform stay within Saudi Arabia for sovereignty?
Which platforms do you build on?
Do we need a data platform before doing AI?
Can you migrate us off Excel-and-script reporting?
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