In today’s episode, I sit down with John Adam, Chief Revenue Officer at Aimprosoft, for a direct conversation on what it really takes to implement AI inside a business.

With AI hype dominating headlines, many companies are either rushing in without a clear plan or standing still out of fear of making the wrong move. John brings a grounded perspective, shaped by years of helping mid-sized firms and enterprise teams move beyond buzzwords and into real, measurable outcomes.

We explore how Aimprosoft guides clients to focus on AI projects that are low in complexity but high in impact. These early wins are often the key to building internal buy-in and unlocking wider adoption across departments. John shares why modular implementation strategies are becoming more popular, especially for companies that want to avoid getting locked into any one vendor or platform.

Our conversation goes beyond the technical. We discuss where AI tools actually deliver value and where they fall short. John highlights that AI performs well in rules-based, repetitive environments but still struggles with nuance, edge cases, and anything that requires emotional intelligence. He also outlines the importance of ethics, especially in regulated industries, and offers a pragmatic approach to mitigating bias, protecting data, and maintaining brand voice.

With examples drawn from Aimprosoft’s client work, including success stories involving scalable platform rebuilds and cost-saving test automation, this episode offers a clear-eyed view of how AI is being used today. John emphasizes that the right starting point is a good data strategy, supported by simple pilot projects that prove value early.

If you’re a leader trying to separate substance from noise in AI conversations, this episode offers an honest look at what works, what doesn’t, and how to move forward without overcommitting. What’s the smartest first step your team can take with AI right now? Let’s find out.