Use cases by capability

AI capabilities for UK SMEs.

Wingenious delivers AI adoption as a staged programme. Each stage has a cluster of use cases beneath it: the capabilities we build, the questions buyers research, the workflows we implement. Browse the cluster that matches what you need; every use case sits under the programme stage above it.

Discovery cluster · 8 use cases

Leadership Discovery and Roadmap

A working session with your leadership team, then a written proposal and roadmap for putting AI to work.

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Leadership Discovery and Roadmap

AI Business Case for UK SMEs

A board-ready business case for AI investment: numbers, risks, sequencing, governance. Part of Wingenious Leadership Discovery.

Leadership Discovery and Roadmap

AI Governance Models for UK SMEs

Practical AI governance for UK SMEs: controls, audit trails, compliance with UK GDPR, ICO guidance, Data (Use and Access) Act 2025.

Leadership Discovery and Roadmap

AI Readiness Assessment for UK SMEs

A scored assessment of how AI-ready your SME really is. Five dimensions, 1–100 index, honest scoring. The first step of Wingenious Leadership Discovery.

Leadership Discovery and Roadmap

AI ROI Calculation for UK SMEs

Defensible ROI projections for AI investments: labour savings, revenue lift, risk reduction, payback period. Part of Wingenious Leadership Discovery.

Leadership Discovery and Roadmap

AI Strategy Development for UK SMEs

A written, signed-off AI strategy for your SME. Use case ranking, sequencing, ROI projection, governance, vendor recommendations. The output of Wingenious Leadership Discovery.

Leadership Discovery and Roadmap

AI Use Case Identification for UK SMEs

Find the right AI use cases for your SME. Five candidates ranked by effort, impact and risk. Output of Wingenious Leadership Discovery, or a standalone half-day workshop.

Leadership Discovery and Roadmap

Built-vs-Buy Analysis for AI Investments

Should you build custom AI or buy off-the-shelf? Honest analysis per use case. Part of Wingenious Leadership Discovery.

Leadership Discovery and Roadmap

AI Vendor Shortlisting for UK SMEs

Pick the right AI vendor for your use case. Defensible shortlist with pros, cons, pricing, contract risk. Part of Wingenious Leadership Discovery and Roadmap.

Prototypes cluster · 13 use cases

Prototypes and Build

Low-risk, low-effort, high-gain prototypes that prove what AI can do here, then builds scoped on the evidence.

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Prototypes and Build

Actionable Dashboards for UK SMEs

AI-augmented dashboards that surface insights, not just charts. Built on your existing data, integrated with Slack/email for proactive alerts.

Prototypes and Build

AI CRM Automation for UK SMEs

Connect your CRM to AI workflows: lead enrichment, deal updates, follow-up drafting, pipeline forecasting. Built on HubSpot, Salesforce, Pipedrive.

Prototypes and Build

AI Customer Segmentation for UK SMEs

Move beyond RFM. AI clusters customers by behaviour patterns you didn't know existed. Targeted campaigns convert 2–5× better.

Prototypes and Build

AI Document Management for UK SMEs

Automate document tagging, classification, OCR and routing with AI. Built on Make.com with Claude or ChatGPT extractors. Implemented in production by Wingenious.

Prototypes and Build

AI Customer Support Automation for UK SMEs

AI-powered customer support that resolves 60–80% of common queries without a human. Multilingual, brand-voice consistent, integrated with your stack. Implemented in four weeks by Wingenious.

Prototypes and Build

AI Data Cleaning & Deduplication for UK SMEs

AI-powered data cleansing, deduplication, and standardisation. Make your customer + product + supplier records actually trustworthy.

Prototypes and Build

AI HR & Recruitment Automation for UK SMEs

AI workflows for recruitment screening, employee onboarding, HR admin. Compliant with UK employment law. Built on Make.com + your HR tool.

Prototypes and Build

AI Lead Generation for UK SMEs

Automate lead enrichment, scoring, routing and follow-up. From form submission to sales call in minutes, not days. Built on Make.com with Claude/OpenAI.

Prototypes and Build

AI Marketing Automation for UK SMEs

AI-powered marketing workflows: content generation, campaign optimisation, multi-channel orchestration. Layered on top of Klaviyo, HubSpot, Mailchimp.

Prototypes and Build

AI Personalised Recommendations for UK Ecommerce

Personalised product recommendations that lift AOV by 15–30%. Built on your actual customer data, not generic ML. For Shopify, WooCommerce, Magento.

Prototypes and Build

AI Multilingual Customer Support

AI customer support in 100+ languages with auto-detection. Brand-voice consistent. Built for UK SMEs selling into Europe and beyond.

Prototypes and Build

AI Pricing Optimisation for UK SMEs

Dynamic pricing, competitor monitoring, and AI-driven price testing for UK ecommerce and B2B. Lift margin without losing volume.

Prototypes and Build

Workflow Automation for UK SMEs: Connect the Tools You Already Use

Stop re-keying data between disconnected systems. Workflow automation connects your CRM, accounting, inbox, project tracker and storage so they pass work to each other automatically. Built on Make.com, implemented in days or weeks depending on scope, by Wingenious.

Not sure where to start?

Leadership Discovery ranks them for you.

A working session with your leadership team, scored use cases by effort, impact and risk for your specific business. Then you pick.