Offer
Data Engineering and Pipelines in Morocco
Data engineering in Morocco: ETL pipelines, data warehouse, real-time processing. Reliable data architecture for SMEs and mid-size companies in Casablanca and Rabat.
What we deliver
Our cross-functional squads combine product owners, tech leads, designers, and data engineers to deliver end-to-end outcomes.
- ETL pipelines from ERP, CRM and business sources
- Data warehouse and data lakehouse
- Real-time processing (Kafka, streaming)
- Data quality and governance
- Data preparation for AI and ML
Delivery process
- 01
Audit of the existing data landscape
- 02
Target architecture and technology choices
- 03
Pipeline and warehouse construction
- 04
Quality testing, monitoring and documentation
- 05
Production rollout and skills transfer
Frequently asked questions
On-premise or cloud for our data in Morocco?
Both options are viable and we deliver both. European cloud (OVH, Scaleway, AWS Frankfurt) simplifies scalability, backups and CNDP compliance, with monthly costs from a few hundred MAD for small volumes. On-premise keeps full control of data, relevant for defense, banking or sensitive data under loi 09-08, but requires hardware investment and operational skills. We recommend based on your volume, budget and regulatory constraints, including hybrid architectures. Example: a financial player in Casablanca on a hybrid setup, customer data on-premise and analytics in the cloud, project around MAD 200,000 over 3 months. Let us discuss your architecture: response within 48h.
Can you take over existing data pipelines?
Yes. We start with an audit of existing pipelines: flow mapping, identification of fragile jobs, silently failing processes and unreliable data. Then fixing, alerting, documentation and industrialization (orchestration, tests, monitoring). We often take over Airflow, dbt or Python script projects abandoned by a previous provider, or manual Excel exports that have been hiding errors for months. The audit typically takes 1 to 2 weeks and produces a costed plan before any rewrite. Example: undocumented nightly Python scripts for an online seller in Marrakech, made reliable and monitored in 3 weeks around MAD 30,000. Hand us a pipeline audit: response within 48h.
What budget for a data platform?
A first pipeline (ERP to dashboard) ranges from MAD 40,000 to 80,000, and a multi-source data warehouse with governance from MAD 150,000 to 400,000 depending on complexity. Main factors: number and type of sources (ERP, CRM, files, APIs, IoT), data volume, real-time versus batch, quality and historization requirements, and how the platform is operated after delivery. We deliver in stages: one profitable use case first, then industrialization of the whole. Hosting costs add up, from a few hundred to a few thousand MAD per month. Example: Odoo-to-dashboard pipeline for a distributor in Tangier, 6 weeks, around MAD 60,000. Ask for a costed estimate within 48h.