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AI Hallucinations Explained
What AI hallucinations are, why they happen, how to spot them, and practical steps to reduce their impact when using AI tools at work.
AI and UK GDPR: Practical Guidance
Practical guidance for entering workplace data into AI tools under UK GDPR. What you can and cannot do, how to assess risk, and how to document your approach.
Choosing an AI Assistant for UK Workplaces
A neutral comparison of Copilot, ChatGPT Enterprise, Gemini, and Claude for Work — compared on UK data residency, GDPR posture, price, and typical approval path.
Procurement Act 2023: What Changed
What the Procurement Act 2023 changed versus the old Public Contracts Regulations 2015, for both buyers and suppliers. Covers the Central Digital Platform, Competitive Flexible Procedure, new exclusion grounds, and Contract Performance Notices.
Social Value in UK Bids
How to write a credible social value response for UK public sector tenders. Covers PPN 06/20, the Social Value Model, and practical tips for scoring well.
Carbon Reduction Plans (PPN 06/21)
When you need a Carbon Reduction Plan, what it must contain, common mistakes, and how to get started — written for UK suppliers bidding for government contracts.
Cyber Essentials for Bidders
What Cyber Essentials is, when it's mandatory for UK public sector bids, how to get certified, and typical timelines and costs.
AI Safeguarding in Schools
How UK schools should approach AI safeguarding — covering DfE guidance, content filtering, pupil-facing tools, and staff training obligations.
EU AI Act: What UK Organisations Need to Know
What the EU AI Act means for UK organisations that operate in the EU or supply EU customers. Key obligations, risk categories, and practical steps.
Consortium Bids and Subcontracting
How consortium bids and subcontracting work in UK public sector procurement — when to use them, how to structure them, and the legal basics.
AI Incident Log
A log template for recording AI-related data incidents, quality issues, or near-misses. Helps organisations track and learn from AI errors systematically.
AI Vendor Due Diligence Questionnaire
A structured set of questions to ask an AI vendor before procurement. Covers data handling, security, accuracy, bias, compliance, and support.
Social Value Response Template
A structured template for drafting social value responses in UK public sector tenders, aligned to the Social Value Model (PPN 06/20).
What Is Workplace AI?
A plain-English introduction to artificial intelligence tools in the workplace — what they do, how they work, and why organisations across the UK are starting to use them.
How to Write Better Prompts for Work
Learn the practical techniques that turn vague AI requests into genuinely useful output — with examples tailored to common UK workplace tasks.
AI Risks Every Office Team Should Understand
A practical guide to the real risks of using AI tools at work — covering data privacy, inaccuracy, bias, and compliance — with guidance on how UK organisations can manage them sensibly.
How Schools Can Create a Simple AI Policy
A step-by-step guide for headteachers and school leaders to create a practical, proportionate AI policy — covering staff use, pupil use, and academic integrity — in plain English.
AI for Admin Tasks: Where to Start
A hands-on guide to using AI tools for common administrative tasks — from drafting emails and meeting notes to managing correspondence and formatting documents — with practical examples for UK workplaces.
Procurement Basics for Beginners
A plain-English introduction to public procurement in the UK — what it is, why the rules exist, and how the buying process works from identifying a need to awarding a contract.
Common Tender Mistakes Suppliers Make
A practical guide to the most frequent errors that cause supplier bids to fail in UK public sector tenders — and how to avoid them to give your submission the best possible chance of success.
How to Prepare Your Business to Bid for Public Contracts
A step-by-step guide for UK businesses looking to enter the public sector market — covering the groundwork, accreditations, systems, and documentation you need to put in place before you bid.
Plain-English Guide to Procurement Compliance Basics
A clear, jargon-free explanation of procurement compliance for UK public sector buyers and suppliers — covering the legal framework, key obligations, and the most common compliance risks to understand and avoid.
How to Assess Whether Your Team Is AI-Ready
A practical framework for managers and team leaders to evaluate their team's current AI capability, identify gaps, and build a realistic plan for developing AI readiness across different roles and skill levels.
Basic Workplace AI Policy
A straightforward AI policy template suitable for small to medium organisations adopting AI tools for the first time. Covers acceptable use, data handling, and staff responsibilities.
Staff AI Acceptable Use Policy
A detailed acceptable use policy for staff covering the dos and don'ts of AI tool usage, with sign-off section. Suitable for organisations that already have a broader AI strategy and need a staff-facing document.
AI Training Checklist
A structured checklist for planning and delivering AI literacy training to staff. Covers pre-training preparation, session delivery, and post-training follow-up.
Supplier Tender Readiness Checklist
A practical checklist for suppliers to assess their readiness before responding to a public sector or large private sector tender. Covers financial standing, policies, accreditations, and submission requirements.
Procurement Document Review Checklist
A systematic checklist for reviewing tender documents before preparing a bid response. Helps suppliers identify mandatory requirements, evaluation criteria, risks, and submission rules.
AI Governance Meeting Template
A structured agenda and minutes template for an AI governance committee or working group. Covers standing agenda items, decision log, risk updates, and action tracking.
AI Tool Approval Log
A running log template for tracking all AI tools that have been submitted for approval, reviewed, approved, or declined. Maintains a clear audit trail for governance purposes.
AI Risk Assessment Starter Sheet
A structured risk assessment template for evaluating the risks of introducing a new AI tool or AI-assisted process. Covers data, accuracy, bias, security, and operational risks.
Team Prompt Library Worksheet
A structured worksheet for teams to collect, test, and share effective AI prompts for their most common tasks. Helps standardise AI use and build institutional knowledge.
Public Sector Supplier Onboarding Checklist
A checklist for suppliers who have been awarded a public sector contract and need to complete the onboarding process with the contracting authority. Covers documentation, compliance, system access, and mobilisation.