A useful pilot is the beginning of an operating system.

Define the intended use

Write down the task, its users, its inputs and the actions it can take. Make the exclusions equally clear. A team should be able to describe what the workflow is for without needing to understand the underlying model.

Test the ordinary and the unexpected

Use representative cases, but also test missing data, unavailable connections, ambiguous instructions and unexpected tool responses. The fallback path matters as much as the successful path.

Give the workflow an owner

Decide who reviews its performance, manages access and responds when something goes wrong. Connect those responsibilities to the organisation's existing operating practices.

Prepare the release

• Confirm connections and permissions in the intended environment.
• Check approval and escalation paths with the people who will use them.
• Agree evaluation criteria and review representative outputs.
• Document how to stop the workflow and resume the existing process.
• Train the operators and reviewers on its scope and limitations.

Change deliberately

A new model, tool, source or instruction can change behaviour. Treat those changes as something to review and test, with a clear way to return to the previous operating state when necessary.

Readiness is a decision made for a specific workflow and environment. It is not a blanket claim that an agent can operate safely in every setting.