The ETL & Data Pipelines service helps your business in consolidating robust and reporting-ready data marts.
The Problem:
Your data lives in a dozen places - ERP, CRM, spreadsheets, web APIs, flat files.
Getting it all to the right destination, in the right shape, at the right time, with proper error handling, is harder than it looks.
Most SMEs underestimate this. The result: manual exports, Excel-based consolidation, and fragile processes where one missed step breaks an entire month's reporting.
The Approach:
I design and build end-to-end data pipelines that automate the full flow from source to analytics layer:
- Source system audit — catalogue every data source, connection method, volume, and refresh frequency
- Architecture design — choose the right pattern: full load vs. incremental, push vs. pull, batch vs. near-real-time
- Pipeline development — build, test, and document each pipeline
- Monitoring setup — error alerts, data quality checks, refresh monitoring
- Handover — full documentation and a training session so your team can maintain it
I build pipelines your people can understand — not black boxes that only I can support.
What will you get:
- Source-to-target mapping document
- Pipeline architecture diagram
- Fully implemented and tested pipelines
- Data quality validation rules
- Error handling and alerting configuration
- Monitoring dashboard (run history, success/failure rates)
- Operational runbook and documentation
- Training session for your internal team
Who is this service for:
- Companies still doing manual data consolidation — Excel, copy-paste, CSV exports
- Teams that need daily (or more frequent) data refreshes without human intervention
- Organisations integrating multiple source systems (ERP, CRM, e-commerce, and more)
- Projects migrating from on-premises data warehouses to Azure