Blog
AI insights, technical guides, and thought leadership for UK businesses.
AI Trust & GovernanceAI Policy Enforcement Needs Runtime Controls, Not Just Acceptable Use Documents
Written AI policies set intent. Runtime controls prove what actually happened and prevent avoidable AI risk in live workflows.
AI Trust & GovernanceWhy UK Businesses Need AI Cyber Security Evidence Before Buying Agent Platforms
Agent platforms need evidence, not reassurance, before they touch UK business data, workflows and permissions.
AI Trust & GovernanceAI Rollback Plans Are Now Essential For Autonomous Workflows
Autonomous AI needs recovery discipline before it touches live systems.
AI Trust & GovernanceAI Inference Audit Trails Are Becoming a Board Governance Issue
Boards need evidence of AI decisions before prompts, sources, approvals and actions become impossible to reconstruct.
AI Trust & GovernanceWhy UK businesses need AI data retention policies before rolling out copilots and agents
Copilots create records as well as answers. UK firms need retention rules before rollout, not after the first data request or audit.
AI Trust & GovernanceUK Businesses Need AI Incident Response Playbooks Before Customer Facing AI
Customer-facing AI needs a rehearsed incident plan before launch, not after the first public failure.
AI Trust & GovernanceAI assurance evidence packs: the procurement discipline UK businesses now need
UK businesses buying high-risk AI need evidence packs before procurement, not after rollout. Here is what to include and why it matters.
AI Trust & GovernanceThe EU AI Act GPAI Deadline Is Three Months Away: What UK Businesses Should Do Now
The EU AI Act GPAI rules are moving from policy to enforcement. UK businesses using frontier models need evidence, governance and supplier control now.
AI Trust & GovernanceAI provenance labels are not board-level audit evidence
Provenance labels help, but UK boards need audit trails, approvals and risk evidence before relying on AI outputs.
AI Trust & GovernanceData Classification Gates for AI Agents Accessing Sensitive Records
AI agents need classification gates before they touch HR, finance or customer records. Broad connectors are not governance.
AI Trust & GovernanceTurn the NCSC AI Cyber Security Code into supplier contract controls
How UK buyers can turn AI cyber security guidance into practical supplier clauses, assurance evidence and reviewable controls.
AI Trust & GovernanceAI content provenance registers for UK marketing teams
A practical guide to tracking AI-assisted campaign assets, disclosures, rights, approvals and evidence before trust becomes a crisis.