
Why Proprietary Data, Not AI Models, Is the Real Competitive Advantage in 2026
Why proprietary data—not AI models—is the real competitive advantage. A strategic guide for leaders building sustainable AI advantage through data foundations.

Why proprietary data—not AI models—is the real competitive advantage. A strategic guide for leaders building sustainable AI advantage through data foundations.

McDonald’s AI strategy reveals seven lessons for modern organisations. Discover how AI platforms, data moats, and edge computing drive transformation.

Discover how to build an AI strategy for business transformation with five pragmatic steps—from alignment and roadmap to capability and scaling. Practical guidance for leaders.

Learn how to design a scalable, future-proof AI e-commerce architecture using MCP principles to power intelligent product discoverability and enterprise growth.

Learn how to build an ai transformation strategy that aligns with business goals, overcomes adoption challenges and delivers ROI.

Discover how to future-proof your brand with a scalable AI strategy. Learn why solid SEO foundations enable Generative Engine Optimisation (GEO), how APIs and the Model Context Protocol prepare you for agentic shopping, and why brands must be discoverable by both humans and AI agents.

Most AI pilots never scale. Learn how to move from experiments to enterprise value with a strategy that links AI to business outcomes, builds trust, and drives sustainable transformation.

Discover proven strategies to gain AI competitive advantage in 2025 with real-world examples, action steps, and future trends.

Most AI strategies fail not because of the tech — but because they lack product thinking. In this article, we explore why AI implementation fails, how to align digital transformation with business value, and how a product mindset can turn pilot projects into scalable success. A practical guide for AI strategists, product leaders, and innovation teams.
Ocasionally, I’ll share practical frameworks and tools you can apply right away.