Business systems & data sources
Existing and new systems connect when required.
- CRM
- Databases
- Documents
- Office tools
- Internal & legacy systems
- Website, CMS & ecommerce APIs

Bespoke AI software · Fully managed
ChatFox designs, builds and manages AI-powered software around your people, processes and data. From customer agents to internal assistants and bespoke systems, we deliver the complete solution and support it as your business develops.
Let’s discuss your projectOur solutions
We identify where time, effort or information is being lost, then design the right combination of software, AI and integrations. Each solution is delivered and supported by ChatFox.
Customer-facing assistants that answer questions, guide enquiries and carry out approved tasks.
02Give employees a plain-English way to find information and get work done across your systems.
03Automate defined tasks and workflows, with people involved at the points that need judgement.
04Custom databases and applications that organise complex information around the way you work.
05Replace restrictive software while preserving the functionality and knowledge your business relies on.
06A managed connection between your business systems and the AI authorised to use them.
The architecture
Requests and results move in both directions through one stable, managed interface.
Existing and new systems connect when required.
AI integration & control
Powered by MCP
MCP servers expose governed tools and resources that connect approved AI applications to business systems.
Controlled access for every approved application, workflow and interface.
A website or portal can be an authorised AI interface, while its underlying systems and APIs remain controlled data sources.
A fully managed service
Bring us an objective, a problem or an idea. We take care of the design, development, integrations and configuration, with you involved in the decisions that matter.
You receive a working system, with ongoing support from the team that built it.
How we work with youWe work with you to define the objectives, shape the solution and agree what it should be allowed to do.
We develop the software, configure your information and controls, and test real situations with your team.
We introduce the working solution, prepare your users and maintain and develop it as your requirements change.
Why ChatFox
We bring analysis, software development, data expertise and integration into one service. The result is a solution designed around the way your organisation needs to work.
Our reusable frameworks and AI-assisted development help reduce the time and cost of bespoke work, while leaving room for what makes your requirements different.
We can connect what already works and modernise legacy software where it holds you back, preserving the important rules and knowledge within it.
A reusable architecture and ongoing support make it easier to add tools, workflows and compatible AI interfaces as your business develops.
Your data & control
We agree approved information, user permissions and the actions that need human review. Hosting, data handling and support responsibilities are defined for your project from the start.
Our approach to data and securityGet in touch
You don’t need a technical specification. Tell us about the process, problem or opportunity, and we’ll help define the right solution.