What processes should be automated first?

01 · The direct answer

What processes should be automated first?

Automate a process first when it is frequent, stable enough to describe, costly in aggregate, and easy to verify. Favor bounded work with clear inputs, outcomes, owners, and exception paths. Avoid starting with the most politically visible or technically impressive workflow.

The best first automation creates trust and learning. It should remove recurring coordination while leaving the team able to see what happened and intervene when reality departs from the normal path.

For two useful external lenses, compare What is business process automation? from Zapier with Business Process Model and Notation from Camunda. A practical SEO guide covering process automation, candidate tasks, and the distinction from broader process management. An introduction to a shared process language that can be read by business teams and implemented by technical teams.

The useful decision is the one your team can carry into daily work. Define the outcome, make ownership explicit, and choose the smallest next move that produces trustworthy evidence.

02 · A practical framework

Work through the decision in four parts.

The framework is strengthened by Automation at Google and Using outcomes to guide product work. A reliability perspective on the value and failure modes of automation in operating systems. A useful distinction between shipping outputs and creating measurable business and product outcomes.

Write down the answers and the evidence behind them. A visible decision is easier to challenge, improve, and hand to the people responsible for delivery.

03 · Failure modes

Watch for the shortcuts that move risk downstream.

• 01

  Automating an unstable process before deciding how it should work.

• 02

  Prioritizing the largest theoretical time saving while ignoring error and exception cost.

• 03

  Removing the human step that supplied judgment without creating a replacement control.

The failure patterns are worth testing against Strangler Fig and Technology + operations: a flywheel for performance improvement. The influential pattern for replacing a legacy system incrementally while old and new capabilities coexist. An operations perspective on connecting process redesign, automation, ownership, and continuous improvement.

These problems rarely remain technical. They surface later as stalled adoption, operating workarounds, fragile ownership, or investment that cannot be tied to a business result.

04 · Decision checklist

Questions to take into the next working session.

• 01

  Is the process repeated often enough to learn from quickly?

• 02

  Can the team agree on the normal path?

• 03

  Are inputs available and trustworthy?

• 04

  Can exceptions reach a named owner?

• 05

  Can the outcome be measured within weeks?

Before committing, use SRE Prodcast: Automation and What is legacy application modernization? to challenge the answers. A transcript of Google practitioners discussing automation as an engineering and operating discipline. An overview of modernization strategies and the assessment that should precede choosing one.