Start with one repetitive task—drafting follow-ups, organizing notes, or preparing a training checklist. Review quality and time saved before expanding. Keep a person responsible for the output.
Original AI-generated artwork from Dustin Matthews’ LinkedIn post.
AI adoption starts with understanding a task—not buying another tool. MAD 90 helps leaders identify practical uses, evaluate fit, and plan implementation around the people doing the work.
Your team repeats administrative tasks, struggles to find information, or wants to evaluate AI without losing control of accuracy and business data.
A review of selected workflows and potential AI use cases.
Prioritization by usefulness, effort, information quality, and risk.
Tool evaluation against representative tasks.
A pilot plan with human review, ownership, and measures.
Adoption guidance and practical learning priorities.
Compare a pilot with today’s process. Review output quality, effort, exceptions, and staff feedback. Establish clear limits on what information can be entered and who approves the result.
Not necessarily. We first consider the capabilities available in your current systems. Any recommendation depends on the task and the agreed scope.
Email matthews@mad90.com with the task you want to improve. Please keep confidential records and credentials out of your initial inquiry.