Template · Projects

AI automation readiness checklist

A checklist to decide whether a process is ready for AI automation, covering volume, inputs, rules, examples, owners, risks, and how success will be measured.

Items 12Format Printable checklist

Not every process is a good first automation. The best candidates repeat often, have inputs a system can access, and have a clear definition of a correct result.

Score a candidate process against this checklist. The more boxes it ticks, the better a first project it is.

Volume and value

  • The process runs at least weekly.
  • It takes meaningful staff time or causes costly errors.
  • Faster turnaround would matter to clients or cash flow.

Inputs and rules

  • Inputs arrive digitally, such as email, PDFs, forms, or spreadsheets.
  • The steps can be described, including the exceptions.
  • You have at least 30 real examples, including messy ones.

Ownership and risk

  • A named person owns the process and can review edge cases.
  • Consequential steps can include human approval.
  • The data involved can be processed under your security and privacy obligations.

Measurement

  • You know how long the process takes today.
  • You can define what a correct result looks like.
  • You will measure accuracy and time saved after launch.

This template is general guidance, not legal, tax, or financial advice. Adapt it to your business and confirm requirements with a qualified adviser.

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