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From workflows to building an autonomous agent what actually changed?

New article articles in ServiceNow Community · Mar 31, 2026 · article

We’ve been building workflows in ServiceNow for years so what makes “agentic” workflows different?

The key difference is this:

👉 Traditional workflows follow predefined paths

👉 Agentic systems decide the path dynamically

In older models:

  • You define every condition
  • You design every branch
  • You control every outcome

With agentic AI:

  • The system evaluates the situation
  • Chooses the right tools (flows, APIs, data)
  • Executes multiple steps on its own
  • Adjusts if something fails

This is where things get interesting.

For example:

Instead of routing an incident → assigning → waiting

An agent could:

  • Diagnose the issue
  • Check historical fixes
  • Trigger remediation
  • Update the ticket automatically

All without strict scripting for each step.

This doesn’t replace workflows, but it builds on top of them.

As developers, our role shifts from:

👉 Designing every step

to

👉 Designing the environment and guardrails

That’s a mindset change worth thinking about.

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https://www.servicenow.com/community/developer-articles/from-workflows-to-building-an-autonomous-agent-what-actually/ta-p/3517567