Pilot AI workflows on one process and end with a documented go, revise, or stop decision

The article argues that businesses such as equipment distributors should not try to automate everything at once, but instead test whether a single recurring workflow can become easier to run without compromising customer commitments. It recommends choosing one process with a clear owner, documenting the current steps, and measuring baseline handling time before comparing results after the pilot. Evaluation should cover field accuracy and unsafe-action checks, along with operating boundaries such as access controls, monitoring, and rollback plans. The piece also advises separating build, hosting, model usage, and reviewer costs when judging financial benefit, and ending the pilot with a continue, revise, or stop decision. The article is disclosed as prepared by Verix Technology, an AI consultancy, and presents its framework as a proposal rather than a case study or guaranteed outcome.