Pipeline (data)
A connected sequence of automated steps that data flows through from source to destination. A CRM pipeline moves leads from discovery → qualified → proposal → won. A data pipeline moves records from API → transform → database → report.
Expert insight
A data pipeline with no defined owner tends to degrade silently over months, a source system changes its export format, and the pipeline keeps running but starts silently dropping or misreading a field, discovered only when someone notices a downstream report looks wrong. Pipelines need an assigned owner and periodic review, not just initial setup.
In a real workflow
Lead data goes through validation, enrichment, scoring and routing stages in order.
Common mistakes
- No visibility into where items are stuck.
- Stages that depend on each other’s internal details.
Complexity level
Anyone can understand this no technical background needed.
Related terms
ETL (Extract, Transform, Load)
A three-phase data pipeline pattern: extract raw data from source systems, trans…
Workflow template
A pre-built automation that can be imported and customised. PURIST's Workflow Li…
Data pipeline
A sequence of data processing steps that move and transform data from source to …
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Go deeper
Guides that cover Pipeline
CRM automation: the complete 2026 guide to a self-running sales pipeline
Most CRMs are expensive address books. CRM automation transforms them into self-running revenue engines but only when you automate the right seven workflows. Here is exactly what to build.
Sales automation: build a pipeline that works while your reps sleep
Sales reps spend only 28% of their time actually selling. The other 72% is admin, scheduling, and data entry that automation can absorb. Here are the 10 automations that change that ratio.
Ad Campaign Workflow Data Model and SDR Inbound Pipeline: The Technical Blueprint
A proper ad campaign data model with tags, labels, status, and archiving is the foundation of scalable paid media. Connect it to an SDR inbound pipeline and you have a revenue engine that converts at 2-3x the industry benchmark.