# Wingenious. Full content reference for AI search > This file is the expanded version of /llms.txt. It contains canonical short-form content for every key page on wingenious.ai, intended to make Wingenious cleanly extractable by AI search systems (Anthropic Claude, ChatGPT, Perplexity, Gemini, etc.). Generated for: AI search crawlers (GPTBot, ClaudeBot, anthropic-ai, PerplexityBot, Google-Extended, CCBot, all explicitly allowed in /robots.txt). --- ## Home (https://www.wingenious.ai/) **Headline:** AI you can actually implement. In days, not quarters. Wingenious is founder-led AI consultancy, training and implementation for UK SMEs. Thirty years in digital. Three years deep in AI. Working prototype in seven days. Production build in four weeks. No twelve-month retainers; no decks that gather dust. **Trust signals:** Founded 2025 in Wrexham. Built on Anthropic Claude + OpenAI + Make.com + bespoke code via Claude Code. Located in the Wrexham–Flintshire AI Growth Zone. Companies House 16665789. **The problem we exist to fix:** Most UK SMEs have been pitched AI by people who cannot implement it. Retainers without prices. Roadmaps without dates. Six-figure strategy decks that gather dust while competitors automate. **Three testimonials from real clients:** 1. "Working with Wingenious has been a game-changer. Their simple AI solutions have given us a significant competitive advantage in the market." Martha Jones, Organic Product Founder. 2. "We started with some basic, high-gain automations to test the water. We now have two more projects on the Wingenious AI roadmap." Stella Davis, Fashion Ecommerce Brand. 3. "Creative, ingenious and highly effective CRM automations have recovered hours spent on mundane tasks, letting my team focus on sourcing and converting leads." Briana Jones, Sales Manager. --- ## About (https://www.wingenious.ai/about) **Headline:** Thirty years in digital. Three years deep in AI. Wingenious is founder-led AI consultancy for UK SMEs. Gary Cheers has spent thirty years working with businesses from £1m to £100m turnover (building, selling, training and implementing digital) and the last three as an early AI adopter, public speaker and hands-on practitioner. **Gary Cheers, Founder.** Thirty years in digital. Two decades primarily in e-commerce. Coded his first online shop in 1995, then spent the years since helping hundreds of UK SMEs build, sell and scale online. A broad generalist: digital strategy, marketing, e-commerce, IT, training. Three years in, an early adopter and self-described AI-augmented human. Fluent in Make.com from the early days, current with the latest frontier models, and serious about prompting as a craft. Gary speaks publicly on AI to conferences, business events, schools and colleges, hosts the AI Breakfast Club at Theatr Clwyd in Mold, and runs free training for North Wales schools and local charities. He does not teach theory; he teaches what he builds, every day, for real businesses. **Where Wingenious sits:** Wrexham, North Wales, one of the UK's twelve designated AI Growth Zones (announced early 2026). UK-wide remote delivery, with regional in-person from Cheshire to the M5 corridor. --- ## Approach (https://www.wingenious.ai/approach) **Headline:** One framework. Four steps. The Wingenious approach is what makes the business productised. Every engagement follows the same sequence; every step delivers a published artefact; every deliverable is signed by Gary. It scales because it is documented, not improvised, and because an AI workforce executes under his direction. ### The four steps 1. **Discovery, Audit.** Five days. Five readiness dimensions scored (Strategy / Data / People / Process / Tools). 20-page report. 60-minute readout. Fixed-fee deliverable. 2. **Strategy, Prototype.** Seven days. You name the price (typically £1,000). Clickable working prototype delivered. Walk away keeps it. 3. **Implementation, Sprint.** Four weeks. Production build on Make.com, or bespoke code via Claude Code, depending on the right tool for the task. Weekly demo. 30-day stabilisation included. 4. **Support, Steward.** Monthly. Optional ongoing leadership via Fractional CAIO. Cancel any time, no 12-month lock-in. ### Five readiness dimensions (scored 1–20 each) - **Strategy**: Is there a written AI strategy signed by the founder or MD? Is it tied to commercial outcomes? - **Data**: Where does the data live? Is it AI-ready or trapped in spreadsheets, PDFs, paper? - **People**: Skills, attitude, training history. AI-curious or AI-anxious? - **Process**: Documented workflows? SOPs? Repeatable enough to teach an AI agent? - **Tools**: What is the team already paying for? Where are the AI-shaped gaps? ### Why our approach scales - **Productised, not improvised.** Documented sequence, published prices, named deliverables. - **AI workforce multiplier.** Named AI workforce executes under Gary's direction; multiplies output 5–10×. - **Stack discipline.** Anthropic Claude, OpenAI, Make.com, and bespoke code via Claude Code. Production-grade, well-documented, switchable. --- ## AI Readiness Audit (https://www.wingenious.ai/services/ai-readiness-audit) **Headline:** The AI Readiness Audit. Five days. The most honest five days an SME can spend on AI. We map your stack, score five candidate use cases, and hand you a written report you can act on. **Price:** £2,450 fixed fee. **Timeline:** 5 days from kickoff. **Deliverables:** 20-page report; Readiness Index out of 100; 60-minute readout call with Gary; ranked 90-day roadmap. **Credit:** 50% of the fee (£1,225) credited against any subsequent Wingenious engagement booked within 60 days. **How the 5 days run:** - **Day 1 (Mon)**: Kickoff & scope. ~90 min of your time. - **Day 2–3 (Tue–Wed)**: Up to 5 thirty-minute interviews. ~2 hours of your team's time. - **Day 4 (Thu)**: Scoring & drafting. No time required from you. - **Day 5 (Fri)**: Readout & handover. ~90 min of your time. **Five readiness dimensions scored:** Strategy, Data, People, Process, Tools. --- ## AI Feasibility Study (https://www.wingenious.ai/services/ai-feasibility-study) **Price:** £3,950 fixed. **Timeline:** 2–3 weeks. **Scope:** single candidate AI use case. **Deliverables:** built-vs-buy analysis; ROI projection; technical viability assessment; vendor shortlist. Sits between the £2,450 Readiness Audit (whole-business) and the build tier (Quick Win from £1,500 for smaller automations, Implementation Sprint from £8,000 for production workflows). --- ## AI Implementation Sprint (https://www.wingenious.ai/services/ai-implementation-sprint) **Price:** From £8,000 per workflow for the standard Sprint shape; smaller automations land as Quick Win builds at £1,500–£3,500. **Timeline:** 4 weeks for the Sprint, 1–3 days for a Quick Win. **Deliverable:** one named workflow live in production, built on Make.com, or bespoke code via Claude Code, depending on the right tool for the task. Weekly demo. 30-day stabilisation included on the Sprint. Scoped from your readiness audit. --- ## Fractional Chief AI Officer (https://www.wingenious.ai/services/fractional-cao) **Price:** From £3,500/month (4 tiers up to £6,000/month). **Cancel monthly.** No 12-month contract. **Scope:** Embedded AI leadership. Strategy direction; vendor management; team upskilling; new workflow scoping. A Chief AI Officer without the £250,000 salary. Maximum two new Fractional CAIO clients accepted per quarter. --- ## AI Training cohorts (https://www.wingenious.ai/services/ai-training) **Price:** Price on application. **Format:** Half/full day. **Content:** Foundations / Practical AI Workshops / AI Strategy. **Venues:** Regional in-person; UK-wide remote. Hosted by Gary Cheers, public speaker on AI. Related: the **AI Breakfast Club** at Theatr Clwyd, Mold: three sequential half-day premium sessions at £200/session or £500 for all three. Cohort capped at twelve. Acts as a pipeline into the full training cohorts. --- ## The £1,000 / 7-day prototype guarantee The single biggest reason UK SMEs delay AI is fear of paying for something that does not work. Wingenious removes the fear. 1. **You tell us** what the build is worth to you in principle. 2. **We deliver** a clickable working prototype for £1,000 in 7 days from PO. 3. **You decide.** Love it: complete the build. Walk away: keep the prototype, pay nothing more. --- ## Insights: The Wingenious Brief (https://www.wingenious.ai/insights) Working notes on AI consultancy, training and implementation for UK SMEs. Founder-edited; citation-led; updated regularly. Categories include: AI Strategy. Current published posts (most recent first): - [Scaling AI for Ecommerce: Tips for UK Businesses](https://www.wingenious.ai/insights/scaling-ai-ecommerce-tips-uk-businesses), 2026-05-11. Phased AI steps for UK ecommerce: start small, optimise inventory, automate customer service and measure ROI. - [AI for Ecommerce Pricing: Boost Sales with Data](https://www.wingenious.ai/insights/ai-ecommerce-pricing-boost-sales-data), 2026-05-04. Use AI and real-time data to automate dynamic pricing, increase revenue and protect margins while keeping customer trust. - [How to Automate Document Tagging for SMEs](https://www.wingenious.ai/insights/automate-document-tagging-smes), 2026-04-17. UK SME guide to automating document tagging using OCR and AI. Choose tools, prepare files, test accuracy and scale workflows. - [Checklist for AI Compliance in UK SMEs](https://www.wingenious.ai/insights/checklist-ai-compliance-uk-smes), 2026-04-15. Six-step checklist to inventory AI tools, assess risks, set policies, govern data, train staff and monitor compliance for UK SMEs. - [Technical Debt in AI: UK SME Guide](https://www.wingenious.ai/insights/technical-debt-ai-uk-sme-guide), 2026-04-13. Four-week plan and practical tools to find, prioritise and reduce AI technical debt in UK SMEs while managing costs and risks. - [How Real-Time Data Improves Ecommerce Decisions](https://www.wingenious.ai/insights/real-time-data-improves-ecommerce-decisions), 2026-04-10. Live inventory, dynamic pricing and instant customer insights help ecommerce SMEs make faster, smarter decisions and boost ROI. - [AI in Ecommerce: Multilingual Customer Support Tools](https://www.wingenious.ai/insights/ai-ecommerce-multilingual-customer-support-tools), 2026-04-08. AI-powered multilingual tools speed responses, cut support costs and help UK ecommerce scale across Shopify and Magento. - [Top 7 Cost Factors in AI Deployment](https://www.wingenious.ai/insights/cost-factors-ai-deployment), 2026-03-13. Seven budget drivers UK SMEs must plan for, hardware, training, data, personnel, scaling, compliance and licences, to avoid costly AI overruns. - [How AI Workflow Automation Boosts Team Efficiency](https://www.wingenious.ai/insights/ai-workflow-automation-boosts-team-efficiency), 2026-03-04. Using AI to automate repetitive tasks, cut errors and costs, and reclaim hours, how to identify bottlenecks, run pilots and scale. - [7 Steps for Ethical AI in SMEs](https://www.wingenious.ai/insights/ethical-ai-steps-smes), 2026-02-18. Seven practical steps for UK SMEs to implement ethical AI: protect data, reduce bias, ensure transparency, assign accountability and train staff. - [AI Governance Models for UK SMEs](https://www.wingenious.ai/insights/ai-governance-models-uk-smes), 2026-02-16. Clear guidance on four AI governance models for UK SMEs, principles-based, committee oversight, risk-based and vendor accountability, plus practical implementati - [Why SMEs Should Use Docker for AI Models](https://www.wingenious.ai/insights/smes-use-docker-ai-models), 2026-02-11. How SMEs can run AI models locally with Docker to lower cloud costs, improve data privacy, simplify deployment and scale securely. - [Top Tools for AI Feedback Collection in SMEs](https://www.wingenious.ai/insights/ai-feedback-collection-tools-smes), 2026-02-09. Compare affordable AI feedback tools for SMEs, features, pricing, integrations and real-time analytics to help you choose the right platform. - [How AI Improves Market Demand Forecasting for SMEs](https://www.wingenious.ai/insights/ai-market-demand-forecasting-smes), 2026-01-16. AI helps SMEs improve demand forecasts, cut errors and stockouts, lower costs, and make smarter decisions with real-time data and simple tools. - [How to Choose the Right AI for Your Business](https://www.wingenious.ai/insights/choose-right-ai-business), 2026-01-12. Start with problems, run small pilots, clean your data and train staff to pick AI tools that save time and cut costs for SMEs. - [How AI Simplifies Cost-Benefit Analysis for SMEs](https://www.wingenious.ai/insights/ai-cost-benefit-analysis-smes), 2026-01-07. AI automates data collection, runs fast scenario tests and reduces errors in cost-benefit analysis so SMEs can make - [Top Challenges of AI in Legacy Systems](https://www.wingenious.ai/insights/top-challenges-of-ai-in-legacy-systems), 2025-12-19. AI integration hurdles for UK SMEs, technical incompatibility, poor data, budget and skills gaps, staff resistance, and - [UK AI Policy Updates: Impact on SME Data Governance](https://www.wingenious.ai/insights/uk-ai-policy-updates-impact-on-sme-data-governance), 2025-12-05. How new UK AI policies change SME data governance: GDPR-aligned duties, DPIAs, AI risk registers, ICO enforcement and practical - [AI Model Drift: What It Means for SMEs](https://www.wingenious.ai/insights/ai-model-drift-what-it-means-for-smes), 2025-12-03. AI model drift quietly degrades SME predictions. Learn to detect data and concept drift, set up monitoring, retrain - [How to Calculate AI ROI for Small Businesses](https://www.wingenious.ai/insights/how-to-calculate-ai-roi-for-small-businesses), 2025-11-14. To calculate AI ROI for small businesses by measuring costs, savings, and efficiency gains to maximise your investments. - [5 Metrics to Measure AI ROI for SMEs](https://www.wingenious.ai/insights/5-metrics-to-measure-ai-roi-for-smes), 2025-11-07. UK SMEs can measure the ROI of AI investments through cost reduction, revenue growth, productivity, customer experience, and - [AI in Productivity: UK SME Trends 2025](https://www.wingenious.ai/insights/ai-in-productivity-uk-sme-trends-2025), 2025-10-29. UK SMEs are using AI to enhance productivity and revenue, uncovering adoption trends, barriers, and - [How SMEs Can Use NLP for Personalised Customer Service](https://www.wingenious.ai/insights/how-smes-can-use-nlp-for-personalised-customer-service), 2025-10-17. SMEs can use NLP technologies to enhance customer service, improve satisfaction, and reduce operational costs effectively. - [How to Prepare Teams for AI Adoption](https://www.wingenious.ai/insights/how-to-prepare-teams-for-ai-adoption), 2025-10-08. Prepare your team for AI adoption with clear communication, tailored training, and ongoing support to enhance productivity and embrace - [Scaling AI for Multichannel Feedback: Guide](https://www.wingenious.ai/insights/scaling-ai-for-multichannel-feedback-guide), 2025-10-01. AI can streamline customer feedback for SMEs, enhancing efficiency, reducing costs, and improving - [Forecasting Trends in Ecommerce with AI](https://www.wingenious.ai/insights/forecasting-trends-in-ecommerce-with-ai), 2025-09-02. AI is transforming ecommerce for UK SMEs, enhancing inventory management, pricing strategies, and customer insights to drive - [Monitoring AI Systems: Best Practices](https://www.wingenious.ai/insights/monitoring-ai-systems-best-practices), 2025-09-01. Effective monitoring of AI systems is crucial for SMEs to maintain performance, ensure data quality, and boost reliability without overwhelming - [Ultimate Guide to AI Metrics for CX](https://www.wingenious.ai/insights/ultimate-guide-to-ai-metrics-for-cx), 2025-08-31. To measure AI success in customer experience with key metrics, tracking methods, and tools tailored for SMEs. - [Top 6 Automation Solutions for E-commerce Business](https://www.wingenious.ai/insights/top-6-automation-solutions-for-e-commerce-business), 2025-08-25. Six essential automation solutions for UK e-commerce businesses to enhance efficiency, reduce costs, and improve customer - [AI Sentiment Analysis for Ecommerce Reviews](https://www.wingenious.ai/insights/ai-sentiment-analysis-for-ecommerce-reviews), 2025-08-18. AI sentiment analysis transforms ecommerce for UK SMEs by improving customer engagement and streamlining review management. - [Getting Started with AI: SME Owner's Quick Guide](https://www.wingenious.ai/insights/getting-started-with-ai-sme-owners-quick-guide), 2025-08-16. Small and medium-sized enterprises can use AI to boost efficiency, cut costs, and enhance customer engagement. - [Top Challenges in AI Change Management](https://www.wingenious.ai/insights/top-challenges-in-ai-change-management), 2025-08-08. UK SMEs face significant challenges in AI adoption, including infrastructure gaps, skills shortages, and data quality issues. Learn how to - [8 Signs Your Business Needs AI-Powered Automation](https://www.wingenious.ai/insights/8-signs-your-business-needs-ai-powered-automation), 2025-08-08. The key signs indicating your business needs AI-powered automation to enhance efficiency, cut costs, and improve customer service. - [Best Practices for AI API Integration](https://www.wingenious.ai/insights/best-practices-for-ai-api-integration), 2025-08-08. Best practices for AI API integration, focusing on security, performance, and compatibility to enhance business operations and - [AI-Powered CRM Workflows for Sales Teams](https://www.wingenious.ai/insights/ai-powered-crm-workflows-for-sales-teams), 2025-08-06. AI-powered CRM workflows boost sales efficiency for SMEs, automate tasks, and enhance customer relationships in the - [Building an AI-Powered Lead Scoring System](https://www.wingenious.ai/insights/building-an-ai-powered-lead-scoring-system), 2025-08-04. To implement an AI-powered lead scoring system that enhances accuracy, boosts conversions, and drives revenue growth. - [AI Implementation Checklist for Small Business Owners](https://www.wingenious.ai/insights/ai-implementation-checklist-for-small-business-owners), 2025-08-03. Small businesses can effectively implement AI to enhance efficiency, improve customer service, and drive growth. - [8 Steps to Clean AI Integration in Business](https://www.wingenious.ai/insights/8-steps-to-seamless-ai-integration-in-business), 2025-07-31. Integrate AI into your business with these eight essential steps for SMEs, ensuring productivity, cost reduction, and growth. --- ## Connected estate Wingenious is the consultancy. The brands below form the connected estate around it: - **northwales.ai**: regional SEO authority site for AI adoption in North Wales. Free; routes to Breakfast Club and Wingenious. - **AI Breakfast Club** (aibreakfastclub.co.uk): three half-day premium training sessions at Theatr Clwyd. £200/session or £500 for all three. - **freewebsiteaudit.ai**: five-pillar multi-agent AI audit producing a Web Health Score. Free. Coming soon. - **freeaudit.ai**: broader AI-powered business audit. Free. Coming soon. - **Digital Social Club** (digitalsocialclub.co.uk): free quarterly networking for digital professionals in North Wales. - **garycheers.co.uk**: Gary's personal site / writing. --- ## Contact - Phone: 01978 437121 - Address: Wrexham, Wales, United Kingdom - LinkedIn (company): https://www.linkedin.com/company/wingenious-ai - LinkedIn (founder): https://www.linkedin.com/in/gary-cheers - X / Twitter: https://x.com/wingeniousai - Booking: https://cal.com/gary-cheers/free-30min-consultation Companies House: 16665789. VAT: pending. Operating from Wrexham (Wrexham–Flintshire AI Growth Zone).