AI Integration into Websites & Applications
AI added to the product you already have: better search, useful summaries, smart recommendations — built with cost and failure handling in mind.
What is included
AI Integration into Websites & Applications, in detail
Use case selection
Identifying where AI genuinely helps rather than adding it for the announcement.
Semantic search
Search that understands meaning instead of matching keywords.
Content features
Summarisation, drafting and classification built into your workflows.
Cost control
Caching, model selection and token budgets so the bill stays predictable.
Graceful degradation
The product still works when the AI provider is down.
How we work
Four steps, no surprises
- ConsultationWe learn the business and what success looks like.
- Audit & scopeA written plan: what we build, in what order, at what cost.
- BuildDelivered in stages you review as we go.
- SupportMonitoring and iteration once it is live.
Questions
Frequently asked
Which models do you use?
Whichever fits the task and budget. We keep the integration provider-agnostic so you can switch without a rewrite.
How do we control running costs?
Caching, routing simple work to smaller models, and hard budget limits with alerting.
More AI & Automation services
Business Workflow Automation
Map and automate the repetitive processes your team runs manually — with approval points kept where human judgement matters.
Learn more →n8n Workflow Development
Custom n8n workflows, self-hosted or cloud — complex multi-step automations with proper error handling and monitoring.
Learn more →Make & Zapier Automation
Make.com and Zapier automations built and maintained — connecting the SaaS tools you already use, without the task-count surprises.
Learn more →AI Chatbot Development
AI chatbots grounded in your own content — answering accurately, escalating to humans, and never inventing answers.
Learn more →AI Customer Support Automation
Automate repetitive support — ticket triage, drafted replies, order status and returns, with humans kept on the hard cases.
Learn more →AI Knowledge Assistant Development
Internal AI assistants that answer from your company documents — policies, SOPs and product data, with permissions respected.
Learn more →