Shopify Stores
Performance Marketing
Bespoke Software
AI Services
Practical AI and automation for UK businesses.
What We Do
Strategy, automation and implementation from one senior team
We map the repeated work, systems, data and risk, then identify the strongest first use case with a clear scope and commercial case.
Documents, inboxes, CRMs, reporting and operational hand-offs connected into reliable workflows using rules, AI and human review where each works best.
Practical AI and automation across product data, customer service, reporting and ecommerce operations.
1
Clearly defined workflow before a wider programme.3
Layers used where they fit: rules, AI and human review.0
Commitment to one model or platform.4
Delivery stages: discover, design, build and prove.How We Think
Reading documents, emails and forms, then moving the useful information into another system.
Searching internal knowledge, preparing recurring reports and keeping CRM records up to date.
Deciding where work should go next, with human review retained wherever risk or uncertainty requires it.
Sometimes the right answer is AI. Sometimes it is conventional automation, a cleaner integration or better software.
AI Search
AI SEO improves how tools such as ChatGPT and Gemini understand, retrieve and cite your brand.
AI & Automation improves the internal workflows, systems and repeated work behind the business.
The services can support each other, but they solve different commercial problems.
Questions
Prosper's client-facing AI implementation service is new. We will not dress up unrelated Shopify, marketing or software work as AI delivery.
Prosper's client-facing AI implementation service is new, and we will not present unrelated Shopify, marketing or software projects as AI delivery.
We use AI within our own operation and combine that practical experience with established capability in bespoke software, integrations, ecommerce and performance marketing. Initial client engagements are deliberately focused on one measurable workflow and remain senior-led throughout.
Depending on the project, it can include process mapping, model selection, custom software, integrations, document processing, internal search, workflow orchestration, permissions, human approval, testing and ongoing monitoring.
No. Providers and models are selected around the task, data requirements, reliability, cost and integration needs.
Usually not. The most useful systems often connect to the tools a business already uses and improve the work moving between them.
Most businesses should start with an AI Opportunity Audit. Where the workflow is already clearly understood, Prosper can scope a focused production build directly.
A focused AI Opportunity Audit costs £7,500 plus VAT. Production workflow builds generally start from £25,000 plus VAT, depending on the systems, data and operational risk involved.
Show us one repeated process. We will tell you honestly whether AI, automation, conventional software or a process change is the right answer.
