Blog
AI insights, technical guides, and thought leadership for UK businesses.
Tools & Technical TutorialsMicrosoft 365 Copilot connector permissions need a pre-launch evidence pack for UK SMEs
A practical pre-launch evidence pack for Microsoft 365 Copilot connectors, permissions, oversharing risk and UK SME governance.
Tools & Technical TutorialsAI Browser Agents Need Payment And Transaction Guardrails Before Live Use
AI browser agents can now operate inside checkout, finance and supplier portals. UK firms need payment guardrails before giving them live transaction authority.
Tools & Technical TutorialsBuild An Agent Tool Inventory Before Internal AI Agents Reach Production
Before an internal AI agent goes live, list every tool it can call, who owns it and what happens when it goes wrong.
Tools & Technical TutorialsHow to use synthetic test data to validate AI workflows without exposing customer records
Most AI workflow risk appears before production, when teams copy real records into test environments. Synthetic data gives them a safer route.
Tools & Technical TutorialsHow To Build An AI Evaluation Harness For Internal Copilots
A practical guide to using golden datasets, scorecards and release gates to evaluate internal AI copilots before they reach business users.
Tools & Technical TutorialsSmall language models are the private AI workhorse UK firms need
A practical guide to using small private models for high-volume UK business workflows without losing control of cost, data or risk.
Tools & Technical TutorialsAI Context Management Policies Before Agent Rollouts
How UK businesses should govern retrieval, prompts and tool context before AI agents reach live systems.
Tools & Technical TutorialsSecure MCP Servers Before AI Agents Touch Business Systems
A practical security review for MCP servers, OAuth scopes and AI agent tool permissions before business systems are exposed.
Tools & Technical TutorialsWhat is prompt engineering and does my team actually need to learn it?
Most teams do not need a prompt engineering course. They need to learn one principle: give the AI context. Here is what that means in practice.
Tools & Technical TutorialsHow to Set Up a Private Knowledge Base for Your Team Using Open-Source RAG Tools
A practical guide to building a private, GDPR-compliant knowledge base using open-source RAG tools - Qdrant, LlamaIndex, Ollama, and AnythingLLM.
Tools & Technical TutorialsHow to Build a Model Evaluation Scorecard for Enterprise AI Procurement
A practical scorecard for comparing AI vendors, model performance, governance, risk, cost, and enterprise readiness before procurement signs.
Tools & Technical TutorialsBuild Private AI Evaluation Suites Before Department Copilots
Department copilots need private evals built from real workflows before they reach daily work.