Guide

AI and Automation Readiness Checklist

A structured checklist for assessing process, data, systems, ownership, controls, and measurement before implementation.

Use this checklist with a process owner, operational user, technology representative, and the person accountable for risk or policy.

Business case

  • The process problem and desired outcome are written in plain language.
  • Current volume, timing, quality, cost, or revenue measures are available.
  • An accountable sponsor and process owner are named.
  • The first scope is bounded and can produce evidence within a practical period.

Process readiness

  • The current steps, handoffs, decisions, and exceptions have been mapped.
  • The team can describe what correct completion looks like.
  • Known policy and approval requirements are documented.
  • Exception ownership and escalation routes are understood.

Data and integration readiness

  • Required sources and systems are identified.
  • Access, interface, data-quality, and identifier constraints are known.
  • Sensitive information has an approved handling approach.
  • Test data or a safe representative environment is available.

Operating readiness

  • Users who perform and receive the work are involved in design and testing.
  • Monitoring, support, change ownership, and recovery responsibilities are assigned.
  • Training and communication needs are understood.
  • A post-launch review cadence and improvement owner are agreed.

Decision

If several items remain unclear, begin with discovery rather than implementation. Readiness work is not delay; it prevents expensive rework and makes the value case more credible.