Perspectives & Insight
Thinking at the intersection of AI, governance, and emerging technology — written for practitioners who need clarity, not noise.
21 April 2026
In a multi-agent lending stack, the final "Approve" is just the last step in dozens of micro-decisions. When responsibility is dispersed across an entire orchestration, traditional audit logs only show you the final link and not the chain.
20 April 2026
Regulators are drawing a hard line between a model's output and the decision that follows it. The ICO's new test for human oversight means clicking "Approve" because the model said so is no longer enough, legally or operationally.
17 April 2026
The FCA's new transparency mandate sounds straightforward: explain the decision. In practice, most lenders are reconstructing, not recording their AI reasoning. Under SM&CR and the EU AI Act, plausible is no longer defensible.
5 March 2026
Explainability isn't a feature you add at the end — it shapes the entire design. A practical look at XAI principles for B2B and B2C contexts that need clear, auditable outputs.
20 February 2026
From the EU AI Act to emerging sector-specific standards, the regulatory landscape is accelerating. Here's how forward-thinking organisations are preparing — not just complying.
10 February 2026
Procurement teams are increasingly on the front line of AI governance. We outline the questions that separate credible vendors from those selling confidence without substance.
28 January 2026
Technology adoption fails when people don't understand what they're adopting. This guide covers a phased approach to building genuine AI literacy across teams — not just the technical ones.