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CAUSAL LABS
Glossary

Workflow Automation

Workflow automation is the use of software to run a multi-step business process — moving data, triggering actions and handling exceptions — without a person manually performing each step.

At its simplest, workflow automation replaces a person copying data between systems, checking a condition, and triggering the next step by hand with software that does the same sequence reliably. The step that separates a working automation from a fragile one is what happens when something goes wrong — a failed API call, a duplicate webhook, a malformed input. A workflow that only handles the happy path isn't really automated, it's a demo.

Two design choices define most workflow automation systems: how triggers start a run (a schedule, an event, a manual action) and how failures are handled (retried automatically, logged for review, or escalated to a person). Durable execution and idempotency are the properties that let a workflow survive a crash or a network blip without corrupting data or double-processing an action.

Tooling ranges from no-code platforms through configurable automation platforms like n8n, to fully custom workflow engines built for a specific process's guarantees. Which fits depends on how often the logic changes, how much control the team needs, and what failure guarantees the process actually requires.