In the world of data, building a pipeline is just one step. Optimising it is where everything really happens. Too many companies settle for workflows that “work,” but not always efficiently. The result: slowdowns, hidden costs, and decisions based on incomplete data.
At Vias Service, we help African organisations build high-performing, robust, and scalable pipelines. Here are 5 field-tested best practices to maximise the value of your data.
Reduce unnecessary data movement
Every data movement consumes time, resources, and money.
The trick? Process data where it's stored.
With technologies like BigQuery or dbt, you can perform transformations directly in the data warehouse, without unnecessary extraction.
👉 Less transfer, more performance, and a lighter cloud bill.
Modernise your data orchestration
Modern orchestrators like Dagster or Prefect offer clearer dependency management, built-in tests, and better visibility into your workflows.
By replacing outdated solutions with more agile tools, you significantly reduce errors and make maintenance easier.
👉 A good orchestrator means 50% fewer bugs and increased productivity.
Version everything, even your transformations
A pipeline is code. And any unversioned code becomes technical debt.
By using Git, you can track every change to your SQL transformations, dbt models, or DAGs.
This ensures full traceability and quick rollback in case of an incident.
👉 Mastering versioning is the key to reliable, collaborative data.
Systematically test your data quality
A pipeline can seem to work… even when the data is wrong.
Automated tests (non-null, uniqueness, value ranges, etc.) help avoid unpleasant surprises.
Thanks to dbt tests or internal tools, you can validate data quality before it's put to use.
👉 Clean data means fairer decisions and reliable dashboards.
Monitor your cloud costs in real time
Cloud infrastructure offers flexibility and power, but without monitoring, costs can quickly spiral.
Enable budget alerts, use tools like Finout or native GCP/AWS dashboards, and tag your resources.
👉 Precise cost tracking ensures sustainable, cost-effective cloud usage.
Optimising a data pipeline means investing in reliability, speed, and profitability.
At Vias Service, we help African businesses design modern, high-performing, and eco-efficient workflows, tailored to their technological and economic realities.
Because well-managed data means better-informed decisions and sustainable growth.
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