Devon Ray, CTO & Technical Director at QuantumXL

Jun, 2026

AI MVP vs Full Product: What to Build First and Why It Must Be Engineer-Built

If you’re an AI entrepreneur, you’ve probably already decided that an MVP makes sense before you commit the full budget. That’s the right instinct. But here’s one decision that could make or break your idea before it takes off. Are you going to build this MVP with AI vibe coding…

by Devon Ray

Jun, 2026

How to Build an AI MVP in 2026: The Complete Guide for The UK Founders

With approximately 1 Million+ startups in the region, the United Kingdom is the world’s second-largest startup hub. As of 2026, UK startups have collectively raised $789B in funding. There has never been a better time for founders with an AI product idea to test the waters. The tools are more…

by Devon Ray

May, 2026

How to Use Ethical AI to Build AI Projects That UK Businesses Can Trust From Day One

Ethical AI is no longer a boardroom talking point. It is the difference between AI that earns lasting trust and AI that quietly accumulates risk until something breaks publicly. In the UK, that risk is already materialising. Only 42% of UK adults are willing to trust AI, while 78% are…

by Devon Ray

May, 2026

Responsible AI: What It Is, What It Demands, and What UK Businesses Must Get Right in 2026

Artificial intelligence is supposed to be the UK’s next great economic lever. The government has committed £14 billion in private investment, adopted every recommendation of the AI Opportunities Action Plan, and framed AI as the engine of a decade of national renewal. Yet only 1 in 6 UK businesses are…

by Devon Ray

Feb, 2026

How to Create an AI Chatbot That Aligns With Your Business Goals

Creating AI chatbots is simpler than ever. You can now plug into providers like OpenAI, Anthropic, and Microsoft Azure without lengthy vendor approvals or infrastructure setup to build your own chatbot. This approach explains why 45% of UK businesses now use AI chatbots for various business processes. While you may…

by Devon Ray