AI Features Are Moving Faster Than Enterprise Controls: Why Governance Must Catch Up Before Adoption Scales

Artificial intelligence is no longer advancing through isolated model improvements alone. The more disruptive shift is now happening at the feature layer. Enterprise users are not simply receiving better chatbots, faster summarisation tools or more capable drafting assistants. They are receiving entirely new operating capabilities: autonomous agents, embedded copilots, workflow executors, multimodal assistants, AI-generated analytics, […]

Agentic AI: The Next Governance Gap for UK Enterprises

Why AI agents need controls, not just policies The UK AI governance conversation has moved. For the last two years, many organisations have focused on acceptable use policies, staff guidance, prompt hygiene, data protection warnings and whether employees should be allowed to use tools such as ChatGPT, Microsoft Copilot or Claude. Those controls still matter. […]

Fuel Shock, Remote Work, and Shadow AI: Why AI GRC Has Become a Board-Level Priority

The conversation about AI governance often starts in the wrong place. It starts with models, vendors, copilots, or regulation. It should start with operating conditions. In 2026, one of the most important operating conditions is energy instability. The conflict in the Middle East has already disrupted oil flows, pushed prices higher, and increased pressure on […]

ISO 42001 and the Rise of Auditable AI: What Boards Now Expect From AI Controls

Executive summary Artificial intelligence has moved decisively from experimentation to operational dependency. Boards are no longer asking whether AI is being used; they are asking whether it is controlled, defensible, and auditable. ISO 42001 marks a structural shift in how organisations are expected to govern AI, reframing AI not as a technical capability but as […]

ISO 42001 and the Rise of Auditable AI: What Boards Now Expect From AI Controls

Artificial intelligence has moved decisively out of experimentation and into operational, customer-facing, revenue-affecting systems. As a result, boards are no longer asking whether AI is innovative or efficient. They are asking whether it is controllable, defensible, and auditable. This shift explains the rapid rise in attention toward ISO 42001 and the broader concept of auditable […]

CFOs: Stop Funding “AI Pilots” and Start Funding Measurable Outcomes

A Procurement Ready Model for ROI, Risk, and Run Rate Control Enterprise AI spending is drifting into a familiar pattern: small pilots, short proofs of concept, and disconnected tool trials that never graduate into controlled, auditable, value producing capabilities. Finance then sees unpredictable invoices, fragmented licensing, inconsistent security posture, and a backlog of “promising experiments” […]

Anthropomorphising Artificial Intelligence: Why Human Metaphors Distort Enterprise Decision-Making

Enterprise leaders increasingly rely on artificial intelligence to automate complex processes, analyse high-volume data, and support decision-making. Yet the language used to describe AI systems remains deeply human. We speak of models that hallucinate, agents that decide, systems that understand, and tools that learn. These metaphors create the illusion of human-like cognition where none exists. For CIOs, CISOs, and […]

When AI Goes Wrong: The $1.5 Billion Wake-Up Call

In early September 2025, AI company Anthropic agreed to a staggering $1.5 billion class-action settlement with authors who alleged their works were pirated to train Anthropic’s Claude chatbot. That works out to around $3,000 per book, for roughly 500,000 affected works  . To put that in perspective: While Anthropic frames the settlement as a resolution to legacy issues and a commitment to […]

The Personality Paradox: Does Giving AI a Human Touch Undermine Business Accuracy?

In the race to make artificial intelligence more accessible, engaging, and “human-like,” businesses and platforms have increasingly leaned into giving their AI tools a personality. From sassy customer service bots to witty assistants that remember your preferences and crack jokes, personality-driven AI is fast becoming the norm. The goal? A more relatable, enjoyable user experience that […]