AI & Automation
Your knowledge. Your tools. Working together.
Custom AI chatbots and MCP servers that connect useful conversations with the systems your business already uses.
- 01Your question
- 02Approved business knowledge
- 03Referenced answer or human handoff
Illustrative workflow · built around your requirements
Built for your business
Two services. More useful possibilities.
Custom AI Chatbots
Help customers and teams find answers with a custom AI assistant built around your content, your workflows and your brand.
Explore AI chatbotsMCP Server Development
Custom Model Context Protocol servers that give compatible AI applications controlled access to your APIs, data and business tools.
Explore MCP developmentFrom idea to operation
Useful connections. Clear boundaries.
We connect business knowledge and approved tools to the people who need them. Start with a focused workflow, learn from real use and expand with a clear purpose.
Knowledge that is ready to use
Prepare approved documents and content for retrieval, with a plan for access and updates.
Tools connected with purpose
Connect selected APIs and business workflows through custom integrations and MCP servers.
Quality you can evaluate
Agree acceptance criteria, test useful scenarios and define what happens when something goes wrong.
A practical handover
Document the solution, train your team and plan monitoring and maintenance.
Designed with care
Access, answers and actions.
All considered.
- Approved knowledge sources
- Access matched to user permissions
- Human review for sensitive actions
- Monitoring and ongoing evaluation
How we work
Start focused. Build with confidence.
Discover
Define a useful first workflow, review your systems and agree what success looks like.
Prototype
Build a focused proof of concept using representative content and integrations.
Validate
Evaluate real scenarios, access boundaries, failure handling and operational costs.
Launch & improve
Deploy, document and hand over, with an agreed plan for monitoring and support.
Your questions
A little clarity,
before we begin.
Where should we start with AI?
Start with one repeatable task and clear acceptance criteria. We help review your content, systems and users, then recommend a focused chatbot or integration prototype.
Do we need both a chatbot and an MCP server?
Not always. A chatbot supports conversations; an MCP server connects compatible AI applications to tools and data. We recommend the components your workflow actually needs.
Can you work with our existing software?
We assess your existing APIs, documentation and access requirements before defining integrations. Your current software can remain the foundation of the project.
Will you support the solution after launch?
We can agree a support plan covering monitoring, content updates, integration changes and evaluation as your requirements evolve.
Let’s build something useful
Bring us the workflow.
We’ll help shape the solution.
Tell us what your team or customers need to do, and the systems you already use.
Talk to our team