Example business scenarios
Where exactly does AI help in your business?
Eight example scenarios, from customer communication and document work to sales and internal knowledge. Each one sets out the problem, how the solution works, where a person signs off and what it will not do.
These examples are not completed client projects; they describe solutions we can build. Every setup is shaped by the business's own data and the systems it already uses.
Customer Communication
Answer customer questions and requests faster, route them to the right person and stop them slipping through the cracks.
Smart Customer Support and Request Handling
A support layer that answers questions from your website, forms and messaging channels using only information you have approved — and passes anything it cannot answer to the right team with a short summary.
5-step flowSee how it works
AI-Assisted Email and Task Follow-up
An assistant that reads requests arriving in shared inboxes, works out what is being asked, whose job it is and when it is due, then prepares a reply draft and a task for your approval.
5-step flowSee how it works
Company Knowledge & Documents
Make the knowledge that already exists inside your company easy to find, read and put to use.
Company Knowledge and AI Assistant
An internal assistant that answers staff questions about procedures, policies and products from your own documents, shows the source behind each answer and respects who is allowed to see what.
5-step flowSee how it works
Document Analysis and Structured Data Extraction
A document workflow that pulls the fields you need from quotes, contracts, order forms and similar documents into a spreadsheet or your own system — and flags anything it is unsure about for a person to check.
5-step flowSee how it works
Sales & E-Commerce
Follow up on every incoming opportunity and take the repetitive work out of running a product catalogue.
Sales Pipeline and Lead Management
A sales assistant that reviews enquiries from your web forms, email or calls against your own criteria, prepares a summary and suggested follow-up for the sales team, and makes sure no opportunity goes unanswered.
5-step flowSee how it works
E-Commerce Content and Operations Automation
A catalogue assistant that drafts product descriptions, key features and category suggestions from your product data, finds missing and inconsistent records, and puts every piece of content in front of your team before it goes live.
5-step flowSee how it works
Automation & Infrastructure
Connect the manual hand-offs between your systems, and run AI on your own terms and your own infrastructure.
Workflows, Automation and System Integrations
A workflow design that connects the jobs people carry by hand between forms, CRM, accounting, warehouse and notifications — using AI only where judgement is needed, and waiting for approval at the critical steps.
5-step flowSee how it works
Private, On-Premise and Privacy-First AI
For companies that cannot or will not send their data outside, the options and trade-offs of running AI on your own servers with open-weight models, or under strict contractual and access controls.
5-step flowSee how it works
Let's talk through a scenario for your business
Tell us what you need. Together we will work out where AI genuinely helps and where it is not needed.