Practical AI guide
AI for small business beginners: where to start
Small businesses do not need to automate everything to benefit from AI. Start with repetitive, reviewable work where saving time creates clear value.
Good beginner use cases
Research summaries, first drafts, meeting notes, brainstorming, document organization, FAQ drafts, process checklists, and converting rough ideas into structured plans are useful places to experiment.
Keep humans responsible
AI output can be incomplete or wrong. Review consequential facts, financial information, legal or compliance claims, customer communications, and anything that could materially affect another person.
Protect sensitive information
Understand the privacy and data-handling rules of the tool you use. Avoid placing protected, confidential, credential, or customer information into systems that are not approved for it.
Measure whether it actually helps
Choose one workflow, establish how long it takes today, test an AI-assisted version, and compare time, quality, and error rate. Keep the workflow only if it improves the outcome.
Learn the fundamentals
Miller Hoey AI Academy is being developed as practical, vendor-neutral AI fluency training for professionals, veterans, entrepreneurs, students, career changers, and small teams.