AI Automation for Small Business: What Actually Works and What’s a Waste of Money

📰 Medium · Machine Learning

Learn what AI automation tools actually work for small businesses and what's a waste of money, from an expert with 25+ years of experience in building software and production AI systems

intermediate Published 15 Apr 2026

Action Steps

Assess your business needs and identify areas where AI automation can bring the most value
Research and evaluate AI-powered tools and software, looking for case studies and reviews from similar businesses
Start small and pilot-test AI automation tools before scaling up
Focus on tools that automate repetitive and time-consuming tasks, such as data entry and bookkeeping
Be cautious of vendors making exaggerated claims and look for tangible results and ROI

Who Needs to Know This

Small business owners and entrepreneurs can benefit from this article to make informed decisions about AI automation tools, while software engineers and developers can gain insights into what works and what doesn't in real-world applications

Key Insight

💡 Not all AI-powered tools are created equal, and small businesses need to be discerning when evaluating and implementing AI automation solutions