Blog
AI insights, technical guides, and thought leadership for UK businesses.
AI Trust & GovernanceYour AI Customer Service Needs an Accessibility Journey Test
Test the customer journey beyond the first reply, with keyboard access, screen readers and a usable route to human help.
AI Trust & GovernanceAI Recruitment Rejections Need Meaningful Human Review, Not a Click
Test the rejected applicant journey, reviewer capacity and challenge route before trusting an automated shortlist.
AI Trust & GovernanceAI Invoice Extraction Must Not Invent Missing Facts
Keep printed values, calculations and suggestions separate so a tidy invoice record does not disguise missing evidence.
AI Trust & GovernanceTurn the UK AI Risk Toolkit Into a Release Decision
Make government AI guidance useful at the point of launch, with a lean gate, realistic tests and a clear stop condition.
AI Trust & GovernanceMap Your AI Supply Chain Before Agents Connect It
A practical way to map connected AI workflows, narrow permissions and rehearse failure before one hidden dependency becomes a business problem.
AI Trust & GovernanceVoice-Clone Payment Fraud Needs a Callback Control, Not Better Ears
A practical payment-control design for UK businesses facing convincing voice and video impersonation.
AI Trust & GovernanceAI Meeting Notes Need a Retention and Review Rule
A practical UK business framework for capturing useful actions without building an unmanaged archive of calls.
AI Trust & GovernanceAI Energy Services Need a Data Permission Design Before They Need an Agent
New UK Smart Data proposals make consent, data provenance and measurable decisions the real tests for AI-led energy services.
AI Trust & GovernanceSynthetic Customer Research Needs a Human Validation Gate
Synthetic respondents can speed up research, but a convincing answer needs a human benchmark before it shapes pricing, product or board decisions.
AI Trust & GovernanceTest Your AI Agent’s Privacy Boundaries Before It Touches Customer Data
A practical five-part boundary test for UK businesses deploying agents that can access customer records and external tools.
AI Trust & GovernanceDrill Your AI Agent Incident Response Before the First Customer Impact
A practical incident drill for UK businesses using AI agents, from the first alert to containment, evidence and customer communication.
AI Trust & GovernanceAI-Generated Ads Need a Claim Evidence Gate, Not Just a Label
A practical approval gate for synthetic images, testimonials and product claims in UK advertising.