Shabel Enterprises
Business Intelligence & Data Warehousing
The Single Version of the Truth Your Business Can Act On.
When every team trusts the same numbers, decisions get faster and arguments get shorter. We build the architecture, the warehouse, and the delivery discipline that make that possible.
The Problem
Most organizations don't lack data — they lack agreement. Reports pulled from different systems disagree, refreshes are slow and fragile, and no one is quite sure which number is right. Until the data is consolidated, modeled, and governed, every dashboard is a debate.
What We Do
- Data architecture & modeling — dimensional models for analytics, normalized models where integrity matters, and the judgment to know which belongs where.
- Data warehouse design & build — a consolidated, query-ready store engineered for performance and auditability.
- ETL / ELT pipelines — standardized, documented data movement with logging, error handling, and data-quality processing built in.
- Historical tracking — Type 1 and Type 2 attributes, so you can see not just what's true now, but what was true then.
- Automated delivery (CI/CD) — Azure DevOps pipelines with approval, validation, testing, and automated deployment, so changes ship safely and repeatably.
- Performance engineering — partitioning, columnstore indexes, indexed views, and import optimization for multi-gigabyte workloads.
How We Approach It
We standardize and document, so the warehouse stays maintainable long after we leave. We balance performance, storage, and reporting needs rather than optimizing one at the expense of the others. And we make delivery auditable end to end — every change tracked, tested, and reversible.
Experience
- Rebuilt an enterprise data warehouse and migrated it to automated Azure DevOps CI/CD delivery at a major utility.
- Established enterprise ETL standards and integrated third-party data at multi-gigabyte scale for a financial-services firm.
Sector and scale only; client names available on request.
Related
Master data is what keeps a warehouse trustworthy over time. Explore Master Data Management
Work With Us
Have a data foundation that needs to be trusted before you build on it? Let’s talk.
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