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Daniel Hladik AI Automation Engineer

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Workflow (automated process)

A sequence of steps and decisions that a system runs automatically to complete a task.

What is a workflow?

A workflow is a chain of steps and decisions that a system executes automatically to achieve a certain goal. It is built, for example, in n8n, Zapier, or Make and is the fundamental building block of low-code automation.

What a workflow is made of

  • Trigger: The first step that starts the workflow (timer, webhook, new email)
  • Steps (nodes): Individual actions - calling an API, transforming data, parsing, writing to a database
  • Conditions and branching: If/else logic that decides what happens next
  • Error handling: Retry logic, fallback paths, failure notifications

Typical workflows in AI automation

  • Incoming email → data extraction via LLM → save to CRM → notification
  • Website form → webhook → reply from a chatbot → email to the customer
  • Scheduled website crawl → chunking → save to a vector database