Legacy & Integration
Every system. One AI-ready business.
See how it fits our approach →Most businesses run on a mix of software: modern cloud apps alongside older systems that still do an important job but don’t connect to anything. The gaps get filled by people re-keying data and maintaining spreadsheets, which is slow and error-prone and leaves no clear record of what changed.
We connect them, whatever their age, and make them available to the AI tools your business uses. If your team can use it, AI can connect it.
How we connect your systems
| Your system… | How we connect it |
|---|---|
| Has a modern connection (API) | Direct integration using proven platforms such as Power Automate, Make and n8n |
| Needs to work with AI assistants | Secure connections using Model Context Protocol (MCP), the open standard backed by Anthropic, OpenAI, Google and Microsoft, so AI tools can safely look up and update your systems |
| Only produces exports or reports | AI reads the files (CSV, PDF, printouts, emails), cleans and maps the data, and loads it where it’s needed |
| Only has a screen | AI agents trained to use it like a member of staff: logging in, navigating, reading and entering data, with every action checked and logged |
| Has an old database | Safe, read-only connections feed modern reports and dashboards without touching the original system |
| Is no longer supported | We help you understand it, document it, unlock your data, and plan what comes next |
| Holds sensitive data | AI that runs on your own premises or private servers, so that data never goes to a public AI service |
AI that uses your software like your team does
The newest AI agents can look at a screen, understand what’s on it, and use the keyboard and mouse just like a person. That means they can enter data into older systems, not just read from them, even when there’s no other way in.
- Trained on your tasks: we show the agent how your team does the job, step by step
- Tested before it’s trusted: it runs on real examples, with its work checked, before going live
- Checked as it goes: after every entry it confirms the data went in correctly
- Knows when to stop: if something looks wrong or unfamiliar, it asks a person instead of guessing
- Fully logged: its own login, only the access it needs, and every action recorded
From connected to fully AI-integrated
Connecting an old system is only the first step. Once it’s linked in, it becomes a full part of your AI-powered business:
- Plain-English questions: staff ask the AI assistant they already use (Copilot, ChatGPT, Claude or Gemini) and get answers that draw on old and new systems together
- AI agents that act across systems: e.g. a new customer is set up in your CRM, your accounts package and your 20-year-old order system in one go
- One live view: older systems feed the same dashboards and exception reports as everything else
- Ready for what’s next: as AI tools improve, your connected systems can benefit too, usually without starting again
What AI adds that older integration tools couldn’t
- Copes with messy, inconsistent data instead of breaking on the first unexpected format
- Matches records intelligently, e.g. recognising that “J Smith Ltd” and “John Smith Limited” are the same customer
- Copes better when screens change than traditional robotic process automation (RPA) scripts, and flags anything it doesn’t recognise
- Explains what it did in plain English, in the log
When the supplier has moved on
Plenty of businesses depend on software whose supplier has ceased trading or stopped supporting it. It still works, until one day it doesn’t, and nobody is quite sure what it does any more.
AI gives you options you didn’t have before. We can help you understand and document how the system works, unlock your data, keep it connected to your newer tools while you still need it, and move on safely, on your timetable, without losing the know-how built into it.
We always review the software’s licence terms first, work with the original supplier wherever they’re still around, and recommend legal advice where it’s needed.
Built-in checks
- We start read-only, and AI only writes data once accuracy is proven
- AI agents run alongside your team first, until their work matches
- Cross-checks between systems, with any differences sent to an exception list
- A full log of every record moved or changed
- A clear fall-back to manual working if a system is unavailable
Other services
Every service includes logging, an audit trail and checks, and every project is quoted at a fixed cost before work starts.
AI MOT
Find where AI will pay off
Find out more →Customer & Staff Experience
Better information, first time
Find out more →Workflow Automation
Hand the busywork to AI
Find out more →Reporting & Insight
See what matters, skip what doesn’t
Find out more →Custom Tools
Tools that fit your people
Find out more →Training & AI Policy
Use AI well, and safely
Find out more →aicorn Care
Ongoing support
Find out more →Find out where AI fits in your business
Tell us how information flows through your business, and we’ll point out two or three places where AI could make an immediate difference.