Data pipeline development
Data pipeline development for teams whose reporting still depends on manual exports and hope. We build pipelines that ingest, transform, and land your data where it is needed, with tests on the transforms and freshness you can see. Numbers stop being a weekly archaeology project.
WHEN YOU NEED THIS
WHAT'S INCLUDED
- Source and destination inventory with freshness requirements per dataset
- Ingestion jobs from your systems: databases, SaaS tools, files, APIs
- Transform layer with tests on the business logic
- Scheduling and orchestration with failure retries
- Data quality checks with quarantine paths for bad rows
- Freshness monitoring and alerting
- Backfill and replay capability
- Schema-change handling so a source update does not silently corrupt downstream
- Cost-aware compute choices sized to your volume
- Documentation of every dataset and its lineage
WHAT'S NOT INCLUDED
- Data science or modeling work
- A full data warehouse platform migration (assessed separately)
- BI dashboard design beyond the data layer feeding it
HOW WE DELIVER IT
Sources, consumers, and freshness requirements documented.
FAQ
Honest answers to the questions that show up most.
Wherever you need it: your warehouse, database, dashboards, or AI features. Destination choices are made with you during mapping, not assumed.
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View serviceBook a 30-minute scoping call.
We map the project, estimate the scope, and send a fixed-price proposal within 48 hours.