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Most businesses already hold valuable knowledge. The challenge is that it often lives in different places: inboxes, documents, spreadsheets, business systems and, in many cases, the experience of a few key people.
The opportunity is to bring that information together and make it useful at the point where people need to act.
Make Information Work Across Your Business
That might mean a knowledge base that helps staff find consistent answers, a dashboard showing where enquiries and projects stand, an approval system that highlights what needs attention, or a client portal that brings documents, information and updates into one place.
When digital tools reflect how your team actually works, they can reduce repetitive administration, make information easier to find and help people respond with greater consistency and confidence.
The technology doesn't have to be complicated. The important part is understanding where information currently sits, how people use it and where work repeatedly slows down.
What We Built Behind Stonehut Intelligence
Our own example is Stonehut Intelligence, the Intelligence Bar built into our website. What visitors see is a simple way to ask questions about websites, eCommerce, business systems, automation, AI and digital platforms.
Behind that interface is something considerably more sophisticated: an extensive, privately managed knowledge base containing Stonehut-specific information, guidance and expertise that informs the system's responses.
A Connected AI Architecture
We built Stonehut Intelligence as a custom React-based application, using Lovable to accelerate the development and refinement of the frontend.
Behind the interface is a Supabase-backed knowledge system containing our structured knowledge base. The information is processed into searchable content and embedded so that relevant knowledge can be retrieved according to the meaning and context of a visitor's question.
The system uses server-side functions to securely connect the different components, while OpenAI provides the AI processing used to interpret questions and generate responses using the relevant Stonehut knowledge.
The result is a connected architecture bringing together:
React โ Knowledge Base โ Semantic Retrieval โ Server-side Processing โ OpenAI โ Stonehut Intelligence
The knowledge base also has its own private management area, allowing us to add, refine and update the information behind the assistant without changing the public interface.
This separation between the knowledge we control and the interface visitors use gives us the flexibility to continually develop the system as Stonehut's services, experience and expertise evolve.
More Than a Generic Chatbot
When someone asks a question in their own words, the system can interpret the context and draw on relevant Stonehut knowledge rather than simply matching the visitor to a predefined FAQ response.
A visitor might ask which platform would suit their requirements, whether their website could connect to an existing business system, or how AI could be applied to a particular process.
The system can use the context of the question to provide a more relevant response and help the visitor explore possible approaches. That is what makes Stonehut Intelligence different from simply placing a generic chatbot on a website.
The custom application, knowledge base, semantic retrieval layer, server-side architecture and OpenAI integration work together as one connected system.
Creating Better Conversations โ and Better Leads
The Intelligence Bar also gives prospective clients an opportunity to explore their requirements before making contact. They may arrive knowing they need to improve something, but not necessarily know what technology or solution they need.
By helping them explore the problem first, they can come to Stonehut with a clearer understanding of the challenge and a more specific question.
For Stonehut, this creates a more productive starting point for the project conversation and can help us attract more relevant, better-qualified enquiries โ connecting us with businesses that have already begun defining what they need and how we may be able to help.
What Could Your Version Look Like?
Your business may benefit from a private AI assistant that helps staff find information, an approvals system that shows what needs attention, a dashboard that connects information from different systems, or a client portal built around the way your customers interact with you.
The right starting point isn't necessarily AI.
It starts with understanding how your business works, where information is held and where processes could work better.
From there, the appropriate technology might be an existing platform, an integration between systems, automation, AI, a custom application โ or a combination of several technologies.
Stonehut can help you map the process, identify the useful connections and determine the technology required to build a solution around the way your business actually operates.
