AI Insights
Practical writing for UK leaders - board-level AI governance, the EU AI Act, ROI realism, risk, and what works inside SMEs and councils.
Filter by topic
All tools and resources
54 tools, templates, guides and insights for UK SME and council leaders.
- No sign-upAI readiness quick testAI readiness test for UK organisations: score data, people, governance and risk in three minutes. Free, in-browser, with a board-ready summary.
- No sign-upAI ROI calculatorModel the saving and revenue impact of an AI initiative across three years. Live numbers, sensitivity, and a chart you can screenshot for your board pack.
- Invitation requiredTenderWatchSearch Find a Tender, Contracts Finder, TED, SAM.gov and CanadaBuys in one place. Scottish and Australian national tender feeds are not included. Invitation access.
- Account and API keys requiredConsolidated AIConsolidated AI compares answers from four AI models and produces a final response. Use your own API keys to assess a business question.
- No sign-upShadow AI surveyShadow AI audit: find out how staff use AI and share data. An anonymous survey gives you a scored risk report by department.
- No sign-upFree AI readiness checklistDownload Simon's 18-point AI readiness checklist for UK SMEs and councils. Plain-English PDF covering data, people, governance, risk and ROI. Free, no sign-up.
- AI Business Case TemplateAI business case template for UK boards. Use your own baseline to build a financial model, risk register and governance case for scrutiny.
- AI Procurement ChecklistSix areas of due diligence to apply before signing an AI vendor contract: stability, security, model, legal, operations and cost. Built for UK SMEs.
- Quarterly AI Board ReportQuarterly AI board report guide: structure updates around decisions your board needs to approve, direct or note. Use a format that ends with a clear ask.
- AI Governance Policy TemplateAI governance policy template for UK organisations. Adapt eight core sections to set rules, show Article 22 oversight and protect client data.
- AI Risk Register StructureA practical AI risk register structure UK leaders can maintain: six categories, seven fields and a minimum viable register that survives audit.
- Minimum AI Policy SetThe five governance documents every UK SME and council needs before scaling AI: acceptable use, data protection, vendor evaluation, incidents, register.
- Staff AI Use PolicyA practical UK Staff AI Acceptable Use Policy template covering permitted uses, prohibited actions, data classifications, verification and reporting.
- Executive Resources hub30-day quick wins, ROI templates, vendor comparison frameworks and board engagement plans for UK SME and council leaders moving on AI now.
- AI Governance and Risk hubAI governance built on digital forensics expertise, ISO 42001 standards, and over 30 years of continuous technology company directorship since 1992.
- AI Utility Lab hubExplore practical AI tools for readiness, ROI modelling and public procurement research, built for UK business and public-sector leaders.
- 30-Day AI Quick Wins30-day AI quick wins: build one working automation through weekly stages, from use case selection to live launch, with ROI measured from day one.
- AI Engagement FrameworkAI project engagement framework: assessment, implementation and optimisation, with named deliverables and accountable timelines. See how delivery works.
- AI Readiness AuditAI readiness audit framework: assess five dimensions and get a board-ready SME report within 48 hours, with a prioritised roadmap and ROI projections.
- SME AI Readiness FrameworkAI readiness framework for SMEs: nine checks across data, people, technology and governance. Build a costed 90-day launch plan before implementation.
- SME AI Quick AuditAI readiness quick audit for SMEs: six questions on strategy, data, people, technology, governance and execution. Decide whether to scale or start small.
- AI ROI MeasurementAI ROI measurement framework: four steps, a KPI library and a monthly board report. Measure what AI delivered with figures finance directors can test.
- Compare AI Vendors ProperlyA five-step method to compare AI vendors on your data, your cost model and your operational risk - not on demo accuracy percentages designed to be won.
- Sanity-Check Vendor ROIFive questions and a simple formula to test AI vendor ROI claims before you sign. Written for UK directors who keep being quoted suspiciously round numbers.
- Start an AI Pilot ProperlyAn eight-week structure for a UK SME AI pilot: executive sponsor, single use case, baseline measurement, shadow mode, gradual ramp and a defensible go/no-go.
- Why AI Implementations Fail73% of AI projects fail to reach production. Five preventable failure patterns and the success markers that distinguish projects that actually deliver.
- AI Strategy FrameworkOrganisational AI strategy framework: build a board-approved plan around commercial goals. Turn an unwritten ambition into a clear business case.
- AI Training & ChampionsBoard, staff and champion AI training for UK SMEs and councils. Build internal capability that drives adoption - not vendor demos that staff forget by Friday.
- Avoid AI Vendor Lock-InWhat AI vendor lock-in is, how to identify lock-in clauses before you sign, and the contractual and architectural steps that keep your options open.
- Public Sector AI ReadinessA twelve-part AI readiness and governance framework for UK public sector organisations covering strategy, data, procurement, compliance and oversight.
- Council AI StrategyBoard-level AI strategy for UK councils. FOI-defensible governance, PSED compliance, vendor protection and real savings without the Big Four price tag.
- Start Council AI SafelyA three-phase guide for UK councils starting AI: build the governance framework first, run one well-supervised pilot, then scale on evidence.
- Insights hubUK AI insights for boards and councils. Practical guides to governance, regulation, ROI, procurement and the EU AI Act, without the jargon.
- Why Finance Directors Reject AI Business CasesPrepare for an AI funding decision. Address finance objections, explain assumptions and ask for a clear approval rather than repeating a template.
- AI Readiness for Public Sector: Where Councils Stand in 2026A candid look at UK council AI readiness in 2026. What 208 councils show, where governance lags, and the checks to run first.
- EU AI Act High-Risk Deadlines Moved: What UK Boards Do NowEU AI Act high-risk deadlines are 2 December 2027 for Annex III and 2 August 2028 for Annex I. Transparency duties were not deferred. What UK boards do now.
- Shadow AI Risk68% of UK organisations have staff using unauthorised AI. The GDPR exposure, why blanket bans fail, and three actions you can take this week.
- 20 AI-Readiness QuestionsAI readiness: 20 questions for UK business leaders. Check the foundations before committing budget and score your organisation in under 15 minutes.
- Board-Level AI Policy ContentsThe six elements a board-level AI policy must contain: scope, accountability, permitted use, risk classification, incident response and a real review cycle.
- Council AI Governance NowWhat UK council leaders need in place before any AI deployment: register, policy, accountability, training. Practical guidance from a Fractional AI Director.
- Audit Your AI SuppliersA board-level checklist for auditing AI inside the platforms you already buy. Six questions every UK SME and council should put to suppliers in writing.
- Cost of AI Project FailureWhy most SME AI projects fail and what they cost when they do. Direct costs, indirect costs and the four reasons projects underdeliver. Plain analysis.
- EU AI Act: Board Action NowEU AI Act guide for UK boards: check high-risk use in hiring, credit and public services. Understand your scope and exposure to fines.
- UK AI Security Institute (AISI)What the UK AI Security Institute does, who runs it, the £66m budget, and the practical implications for any UK organisation now deploying AI.
- AI Safety Report 2026 SummaryThe 2026 International AI Safety Report in plain English: jagged performance, commoditised cyber-attack tools, the evidence dilemma - board actions.
- What Does a Fractional AI Director Do?Fractional AI Director: explore board-level AI leadership on a part-time retainer. See what the role covers, what it costs and when it fits.
- How Much Does AI Implementation Cost for a UK SME?AI implementation costs for UK SMEs in 2026: tools, governance, training and ongoing oversight, with real figures from client engagements.
- AI Governance Framework for UK Organisations: What You NeedAI governance framework for UK SMEs and councils: what the ICO expects, what ISO 42001 requires and ten controls to put in place.
- ISO 42001: What UK SMEs Need to Know Before Pursuing CertificationISO 42001 guide for UK SMEs: understand the AI management standard, certification costs and how to approach alignment without over-engineering.
- I Submitted a £96,000 Government Tender Without Reading ItA Fractional AI Director built a custom AI pipeline that found, read, wrote, and submitted a £96,000 government tender autonomously. Here is what happened.
- Board-Level AI Risk Reporting: What to Put in Front of Directors Every QuarterWhat UK boards need on AI risk each quarter, and why most reporting packs miss the point entirely.
- Why AI Pilots Stall After Month OneMost AI pilots die in month one. Here's exactly where they stall and how to build one that survives past week four.
- Prompt Injection: The Risk Nobody in the Boardroom Understands YetPrompt injection is now the top-ranked AI security risk. Here's what your board needs to know and put on the risk register this quarter.
- How to Compare AI Vendors Properly Instead of Picking the Loudest OneMost AI buyers pick the vendor with the best demo. Here is a scoring method that compares suppliers on evidence, liability and exit terms instead.
Find Out Where AI Can Save or Generate Money in Your Organisation
Book a free 30-minute call for an initial diagnosis and next steps. Bring a question about staff time, governance, a vendor proposal or a pilot.