Big business has shown small firms what to do – and what not to do – with AI
Small businesses are learning from big companies how to use AI effectively and avoid common pitfalls.
Intelligence analysis by Qwen 2.5 (3B)

Small businesses are adopting AI to increase productivity and appeal to workers, while avoiding the mistakes big companies have made.
Small businesses are learning from big companies how to use AI. Big companies have made mistakes with AI, like not trusting their AI tools and advertising their investments. Small businesses are using AI to make their businesses better, like analyzing their businesses and making recommendations.
Analysis
Lessons from Big Business on AI Adoption
What Works
Small businesses have learned that AI can be effective in software development, customer service, security, and voice systems. Big technology companies are already using AI to write, review, and test code, allowing smaller development teams to accomplish more. Other firms have leaned in to AI to help with various customer service processes with some success. IT departments are relying heavily on AI-enabled security platforms to detect and remedy unusual behavior, phishing attacks, and other vulnerabilities. Big brands are rolling out more AI-powered voice systems that answer incoming calls and perform rudimentary actions.
What Not to Do
Small businesses have observed that big companies have struggled with the reliability and accuracy of AI agents, leading them to avoid trusting these agents. They have also learned to not advertise their AI investments, as this can lead to backlash from employees and the public. Big companies have also implemented mass layoffs while using AI as a cover, which has led small businesses to be more cautious about AI adoption.
The Future of AI
Big corporations have taught small business owners like the author to trust their own judgment and have faith in their common sense. The author believes that the future of AI will bring many changes to the way we do business, but small businesses should not rush to adopt all the latest AI tools.
Key points
- Small businesses are learning from big companies how to use AI effectively
- Big companies have made mistakes with AI, like not trusting their AI tools and advertising their investments
- Small businesses are using AI to make their businesses better, like analyzing their businesses and making recommendations
- Small businesses may be hesitant to fully adopt AI due to the mistakes big companies have made with the technology
- Big corporations have taught small business owners to trust their own judgment and have faith in their common sense
Small businesses can use AI to increase productivity and appeal to workers, while avoiding the mistakes big companies have made.
Small businesses may be hesitant to fully adopt AI due to the mistakes big companies have made with the technology.



