Executive AI Resources Hub
Practical frameworks, templates, and briefings built for leaders implementing AI in UK SMEs and councils. No jargon. No vendor agenda.
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AI Readiness Checklist for UK SMEs
A structured checklist covering data, governance, people, and process readiness before any AI deployment begins.
Access checklist →AI Readiness Quick Audit for SMEs
A 20-question audit you can complete in under 15 minutes to identify your biggest AI readiness gaps.
Run the audit →AI Readiness Framework for SMEs
A phased readiness model for SMEs moving from AI awareness to repeatable, governed deployment.
View framework →Govern AI Before It Governs You
AI Governance Policy Template
A board-ready policy template covering accountability, oversight, and acceptable use for organisational AI deployment.
Download template →Staff AI Acceptable Use Policy
A practical policy for staff use of AI tools, including ChatGPT, Copilot, and third-party AI applications.
Download template →Minimum Policy Set for AI Use
The baseline set of policies every organisation should have in place before deploying AI in any business-critical function.
View reference →AI Risk Register: A Simple Structure
A practical risk register structure built for leaders, not risk managers. Track AI risks without specialist training.
View structure →Prompt Injection Risk for Organisations
What prompt injection is, why it matters for your organisation, and how to reduce your exposure without a technical background.
Read briefing →AI Readiness Audit Framework
A structured audit framework for organisations assessing their readiness to deploy and govern AI responsibly.
View framework →Make the Business Case. Measure the Return.
AI Business Case Template
A structured template for building an internal AI business case. Includes cost, benefit, and risk sections ready for board presentation.
Download template →AI ROI Measurement Framework
How to measure the return on your AI investments. Covers time savings, error reduction, revenue impact, and reputational risk reduction.
View framework →AI Tool Evaluation Criteria
The criteria to apply when evaluating any AI vendor or tool. Includes data handling, contract terms, integration, and exit provisions.
View criteria →How to Sanity-Check AI Vendor ROI Claims
Vendors routinely overstate returns. This guide shows you how to stress-test their numbers before you sign anything.
Read guide →How to Compare AI Vendors Properly
A structured approach to vendor comparison that goes beyond feature lists. Focuses on delivery risk, data ownership, and genuine fit.
Read guide →Procurement Checklist for AI Tools
The questions to ask before purchasing any AI tool. Covers legal, technical, and operational due diligence in plain English.
View checklist →Deploy AI Without the Chaos
AI Project Engagement Framework
How to structure an AI project from kickoff to review. Covers scope, milestones, stakeholders, and success criteria.
View framework →How to Start an AI Pilot Properly
Most AI pilots fail because they start wrong. This guide covers scope definition, success criteria, and what to measure in the first 90 days.
Read guide →Why Most AI Implementations Fail Internally
The common causes of internal AI project failure, from data quality to governance gaps, and how to avoid them.
Read briefing →Resources Built for Councils and Public Bodies
AI Strategy for Local Councils
A practical AI strategy framework designed for UK local authorities. Covers governance, procurement, resident impact, and compliance.
View strategy →How Councils Can Start Safely with AI
A step-by-step guide for council officers and members on starting AI programmes without creating governance or legal exposure.
Read guide →AI Readiness Framework: Public Sector
Readiness assessment and implementation framework for UK public sector organisations, aligned to UK government AI guidance.
View framework →Need a bespoke AI strategy for your organisation?
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