What makes someone a strong AI expert?

As businesses adopt AI for automation, analytics, customer service, and digital product development, having the right technical expertise has become increasingly important. But being one of the artificial intelligence experts in the field involves more than simply knowing how to use the latest AI tools.

Strong AI professionals typically understand areas such as machine learning, generative AI, natural language processing, data engineering, model integration, and cloud infrastructure. They also need to understand how these technologies can solve practical business problems.

For companies evaluating an AI project, I’d recommend looking beyond a provider’s technology stack. Review previous projects, industry experience, development approach, security practices, and ability to integrate AI into existing systems.

What skills or experience do you think matter most when choosing artificial intelligence experts for a business project?