Research & Insights
Talos publishes research, commentary and practical guidance to help organisations understand the rapidly evolving landscape of AI Exposure, AI Assurance and responsible AI adoption.
Our focus is not simply on technology, but on helping leaders make better decisions through evidence, measurement and continuous learning.
The UK Government is building an AI assurance ecosystem. For business leaders, that signals a shift: AI governance is no longer optional infrastructure — it is becoming a measurable expectation. Understanding the direction of travel is increasingly important.
High-risk AI obligations are live. Most UK businesses in financial services, legal, HR, and recruitment don't know if their systems qualify — or what documentation they'll need if a regulator comes knocking.
AI adoption is accelerating faster than most organisations can manage it. That gap — between how much AI is being used and how well it is understood and governed — is AI Exposure. And it is becoming one of the most important metrics a board should be tracking.
The term "AI agent" is being applied to everything from a basic FAQ bot to a fully autonomous workflow system. Here's a practical framework to cut through the noise.
Most businesses write their AI policy after something goes wrong. The firms that get it right treat governance as infrastructure, not afterthought. Here's what a defensible AI policy actually needs to cover.
UK law firms face a specific set of AI risks — client confidentiality, SRA obligations, and AI-generated advice liability. The firms getting this right are asking these questions first.
A walkthrough of a real agent deployment — the workflow we automated, the tools we used, the governance we put around it, and the ROI the client saw in the first month.
M365 Copilot licences are live across thousands of UK businesses. The majority haven't configured governance policies, trained staff properly, or set up the data foundations Copilot needs to work well.
The FCA has been clear that AI use in financial services is on their radar. Here's what their guidance actually means in practice, and what firms need to have documented before an audit.
Hiring a full-time Head of AI costs £120k+. Most SMEs don't need that — they need strategic AI oversight for 2 days a month. Here's how the fractional model works and who it's right for.
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