Data Pipeline Automation
Data pipeline automation moves data from operational tools — CRM, accounting, e-commerce, ads — into a central store where it can be validated, combined, and served to dashboards on an agreed refresh schedule.
The problem
Your Monday reports are built by hand — and out of date by Tuesday
Someone on your team spends hours each week exporting CSVs, fixing formats, and pasting numbers into a deck. The report is stale before it's presented, and any question that isn't pre-answered takes another day.
Meanwhile decisions get made on gut feel, because getting real numbers is too slow to bother.
Our approach
One source of truth, updated while you sleep
We connect your tools to a central warehouse or database, transform the data into clean metrics your whole company agrees on, and serve it through live dashboards. Reports stop being a job and start being a URL.
What you get
- Automated extraction from your tools (CRM, QuickBooks/Xero, Shopify, ad platforms, spreadsheets)
- A central data store sized to your needs — from Google BigQuery to a simple Postgres instance
- Metric definitions your team agrees on, documented and versioned
- Live dashboards in Looker Studio, Metabase, or Power BI
- Data quality alerts when a source breaks or numbers drift
Illustrative example
Example outcome: weekly report assembly automated
Illustrative professional-services workflow: Billing, utilization, and work-in-progress data from multiple systems is standardized into one reviewable operations dashboard.
Read the full project example →Data Pipelines: common questions
Related services
Find out what data pipelines is worth to your business.
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