The Business of AI
AI is our Business. Looking at how businesses are using AI to build services and tools, transforming organisations and delighting consumers. We explore the different types of businesses that are emerging and find out how they are using AI technology. UKAI is the trade association for AI businesses in the UK. The show is hosted Tim Flagg, AI entrepreneur and chief executive of UKAI. Featuring business leaders, policymakers, authors, politicians and entrepreneurs. Join us to learn how to build your AI business.
The Business of AI
12. Responsible AI: Testing, Transparency and Trust with Intellect Frontier
In this episode, Tim welcomes Matt Holmes, founder of Intellect Frontier, to explore how organisations can embed responsible AI practices from the ground up. Drawing on his expertise in red teaming, systemic testing, and AI deployment standards, Matt outlines a practical framework for building transparency, trust, and traceability into AI systems especially those used in high-consequence sectors like healthcare and education.
They discuss the critical importance of rigorous pre- and post-deployment testing, why data transparency must extend beyond the model to include everything built on top of it, and how standards could guide the future of AI regulation. Matt also shares his “Three T’s” of responsible AI—Test, Transparency, and Training—and highlights the role of dedicated AI labs in stress-testing real-world performance.
With thoughtful insight and practical takeaways, this conversation offers a timely look at how to move from experimentation to responsible scale with AI.
AI is our Business.
UKAI is the Trade Association for AI businesses across the UK. Join us, ukai.co