Blog

AI insights, technical guides, and thought leadership for UK businesses.

Tools & Technical Tutorials
MCP Connector Risk Registers for UK AI Assistants
A practical risk register model for MCP connectors, OAuth scopes, data exposure and audit trails in UK AI assistant deployments.
25 July 20268 min read
Tools & Technical Tutorials
How to build AI evaluation datasets from support tickets without exposing personal data
A practical UK guide to using real support tickets for AI evals without leaking personal data.
23 July 20269 min read
Tools & Technical Tutorials
Private AI Sandboxes Before Copilots Touch Live Systems
Private AI sandboxes give UK businesses a practical control layer before copilots connect to live systems.
20 July 20267 min read
Tools & Technical Tutorials
AI Browser Agents Need Admin Controls, Not Blind Trust
A practical controls guide for using AI browser agents in SaaS admin portals without handing them uncontrolled admin power.
13 July 20268 min read
Tools & Technical Tutorials
Small Language Models Are the Practical Default for UK Operational AI in 2026
Compact AI models now beat frontier models on cost, compliance, and often accuracy for routine UK operational work. Here is the evidence and the architecture.
12 July 202612 min read
Tools & Technical Tutorials
AI procurement scorecards for UK SMEs choosing agent platforms in 2026
A practical scorecard for UK SMEs comparing agent platforms on governance, security, assurance, portability and value.
11 July 20267 min read
Tools & Technical Tutorials
Building AI Evaluation Harnesses For UK SME Support Workflows
Support AI needs proof before production. Build a harness that tests real tickets, escalation, tone, data handling and grounded answers.
7 July 20269 min read
Tools & Technical Tutorials
AI Procurement Evidence Packs For UK SMEs
A practical evidence pack for UK SMEs approving AI model upgrades, connectors and data processing changes.
6 July 20268 min read
Tools & Technical Tutorials
Retrieval And Permission Drift Checks Before Microsoft 365 Copilot Is Trusted For Customer Work
How to test retrieval, permission drift and oversharing before Microsoft 365 Copilot touches customer work.
5 July 20269 min read
Tools & Technical Tutorials
Prompt Injection Test Suites for UK Business AI Agents
A practical launch framework for testing business AI agents against direct, indirect, visual and workflow-level prompt injection.
23 June 20269 min read
Tools & Technical Tutorials
MCP Tool Access Reviews Before Business Agents Reach Production
MCP is useful infrastructure, but tool access needs the same review discipline as identities, APIs and production integrations.
22 June 20266 min read
Tools & Technical Tutorials
Build An AI Incident Response Runbook Before Autonomous Workflows Go Live
A practical UK runbook for containing, triaging and recovering from incidents involving autonomous AI workflows.
17 June 20268 min read