Dr Michael Bewley explores how organisations can adopt and operationalise AI in ways that are reliable, efficient and aligned with real business needs. His work focuses on moving beyond generic hype to examine where different types of AI actually fit, how to reduce risk and error, and how to design systems that deliver consistent value in production.

In these stories, Dr Bewley makes the case for combining powerful frontier models with purpose-built AI that is tuned for specific workflows. Readers can expect clear explanations of when to use foundation models, when to build domain-specific systems, and how to cut costs and mistakes by matching the right AI approach to each task. This tag is a useful starting point for anyone looking to turn AI from experimentation into dependable everyday tools.