Thoughts on AI, Product & Digital Leadership
Latest Articles
The 4 Operating Models for AI in Large Organisations
Explore the four core AI operating models used by large organisations — Central CoE, Embedded Squads, Platform Enablement, and Federated Ownership — and learn how leaders structure AI for enterprise-scale value creation.
Hugging Face Review: The AI Community Building the Future (2026)
A deep, practical review of Hugging Face — the leading open-source AI and machine learning community platform where developers, researchers and organisations collaborate on models, datasets and applications. Understand its ecosystem, strategic value, use cases, strengths and considerations for AI development in 2026.
AI Weekly News: Week of March 2–6, 2026
Weekly AI News (Mar 2–6 2026): China unveils an AI-driven tech roadmap, telecom companies prepare AI-native 6G networks, Huawei launches enterprise voice agents, banks test agentic AI for compliance, and global AI spending surges toward $2.5 trillion.
The Agentic Commerce Opportunity: What McKinsey’s Research Means for Engineers and Digital Leaders
A deep dive into McKinsey’s report on agentic commerce and how AI agents could transform digital commerce. Learn what engineers and digital leaders must build to prepare for AI-mediated transactions.
Human-in-the-Loop Is Not a Feature — It’s a Governance Strategy
Human-in-the-loop AI design is not just a UX feature — it’s a governance strategy. Learn how to structure oversight, escalation workflows, and accountability in AI systems to scale responsibly.
AI Weekly News: Week of February 23–37, 2026
Weekly AI News (Feb 23–27, 2026): global regulators issue joint privacy statement on AI imagery, Samsung unveils Galaxy S26 with agentic AI, AI skills top hardest jobs to fill, India’s AI ecosystem showcases innovations, and talent programmes boost digital governance.
From Idea to Investment: How Product Leaders Build an AI Business Case That Gets Funded
Most AI initiatives fail to scale because they lack a structured investment case. Learn how to use an AI business case framework to align strategy, quantify value, and secure executive funding.
Designing AI Governance Frameworks That Executives Can Trust
Designing AI governance frameworks that are ethical, compliant, and strategically aligned. Learn how to structure roles, guardrails, audit mechanisms, and executive-ready AI business cases.
AI Weekly News: Week of February 16–20, 2026
Weekly AI News (Feb 16–20, 2026): Global AI Impact Summit in India draws world leaders and tech CEOs, UNESCO pushes ethical AI, India unveils AI vision, new deepfake labelling rules pass, and enterprise agentic AI partnerships scale.
How Uber Freight Is Using AI to Optimise Truck Routes — And What It Means for AI Strategy
How Uber Freight leverages AI to optimise truck routes, reduce empty miles, and build competitive advantage. A strategic breakdown for AI and transformation leaders.
OpenAI Frontier Review: Should Your Business Adopt ChatGPT’s Enterprise Intelligence Layer?
A strategic review of OpenAI Frontier — ChatGPT’s new enterprise intelligence platform. Explore features, governance capabilities, benefits, risks, and whether businesses should adopt it.
AI Weekly News: Week of February 9–13, 2026
Weekly AI News (Feb 9–13, 2026): OpenAI introduces Frontier for enterprise AI agents, z.ai launches open-source GLM-5 with record-low hallucinations, robust AI infrastructure investment trends, AI for social accessibility research, and ETSI’s AI & Data standardisation conference.