Good data in. Better decisions out.
Practical, accountable AI for UK businesses.
We help you collect better information, connect every system you rely on (however old), automate the repetitive work, and put clear, current insight in front of your team. Every step is logged and checked, and sensitive data can stay on your own premises.
- Vendor-agnostic
- Every action logged
- UK GDPR-minded
- Fixed quotes
- Professional indemnity insured
Sound familiar?
- Chasing people for information, and getting it late, incomplete or in the wrong format.
- Your systems don’t talk to each other, especially the older ones, so someone re-keys the data.
- Spreadsheets bridge the gaps, and nobody is quite sure which version is right.
- Your best people spend hours checking everything to find the few things that are actually wrong.
- Reports take days and are out of date by the time they land.
- Decisions get made on gut feel because the numbers aren’t ready.
It all starts with the data. Fix how it comes in and how it flows, and everything downstream gets easier.
AI is already changing how businesses work
That’s the average time 20,000 UK civil servants reported saving with an AI assistant, roughly 13 working days a year each.
UK Government trial, 2025Productivity growth at companies that apply AI to their operations, compared with those that struggle to integrate it.
PwC AI Jobs Barometer, 2026Issues resolved per hour, and 34% more for newer staff, when customer support teams used an AI assistant.
NBER researchThe difference is integration, good data and the right checks.
See the evidence →What we do
Legacy & Integration
If your team can use it, AI can connect it
Find out more →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 →If your team can use it, AI can connect it.
Every business has them: systems that still do an important job but don’t connect to anything. Replacing them is expensive, risky and disruptive, so they stay, and people fill the gaps by hand.
AI changes the equation. Today’s AI agents can see and use software the way your staff do: logging in, finding the right screen, reading information and typing it in. We train them on your tasks just as you’d train a new member of the team, and check their work before it’s trusted.
And connecting is only the start. Once an older system is linked in, it becomes part of your AI-powered business:
- Ask it questions in plain English through the AI assistants your team already uses
- Let AI agents update it automatically from your newer systems
- Feed it into live dashboards and exception reports alongside everything else
- Bring its data into one view with your modern tools
Supplier no longer around?
Unsupported software can often be understood, documented, connected and, when you’re ready, safely moved on from, without losing the data or know-how inside it.
Keep what works. Connect everything. Modernise when it makes sense, not because you’re forced to.
How we make your business run better
Capture: better information, first time
Simple ways for customers and staff to send what you need, such as smart forms, easy uploads, clear automated reminders and instant answers. Information is checked as it arrives.
Connect: every system, AI-ready
We link your software, old and new, and make it available to modern AI tools. Data is entered once and stays current everywhere.
Automate: take away the busywork
Data entry, document processing, chasing, filing and routine checks happen automatically and accurately.
Surface: see what matters
Clear summaries and exception reports highlight the handful of items that need attention, so issues get investigated faster.
Understand: insight you can act on
Up-to-date data, with AI that spots trends, risks and opportunities and explains them in plain English.
Empower: tools that fit your people
Custom tools built around how your team works, plus the training and building blocks for staff to create their own.
Assure, at every step
An audit trail, detailed logging, and checks set up to support the rules and standards that apply to you, from day one.
What this looks like in practice
Some typical examples.
- Information arrives through a simple upload link, is checked automatically, and gets chased politely if anything’s missing.
- Orders from your website are entered into a 20-year-old system overnight by an AI agent, checked, and any mismatches are waiting on an exception list in the morning.
- A manager asks, “Which customers haven’t ordered in 90 days?” and gets an answer drawn from an old database and the new CRM together.
- Incoming invoices are read by AI, matched to orders, and passed for approval.
- A morning exception report shows managers only the five things that need attention today.
- Monthly figures come with an AI-written summary: what changed, why, and what to look at.
- Staff pick from ready-made, approved questions (such as a standard set of checks for a new job) instead of starting from a blank screen, and edit them before sending.
- A team member builds their own tracker in an afternoon using approved tools and templates.
We run what we build
aicorn’s own work runs on AI systems we designed, built and operate every day: a multi-user AI workspace with source-checked answers, ready-made question templates, per-person permissions, a log of every action, and sensitive data kept on our own hardware. So when we recommend something, we’ve already lived with it.
What we’ve built →Why businesses choose aicorn
- No system left behind.Old or new, if your team can use it, we can usually bring it into your AI-powered business.
- Every action logged.Every step is recorded and traceable, with checks set up to support the rules that apply to you.
- Private where it matters.Sensitive data can be handled by AI running on your own premises, not sent to a public AI service.
- We run what we build.We use these systems ourselves, every day.
- A clear method.Capture, Connect, Automate, Surface, Understand, Empower. We fix the whole flow, not just one task.
- No hype.We’ll tell you honestly when AI isn’t the answer, and we measure results.
- Fixed quotes.You know the cost before we start.
- You own it.There’s no lock-in, and everything is documented and handed over.
- Your team grows too.We train your staff to run, adapt and build on what we deliver.
Start small. Grow from there.
AI MOT
We map how information flows through your business and your systems, and find where AI will save the most time and improve the most decisions.
Quick win
We build your first improvement, fully tested and logged, in weeks rather than months.
Grow
We roll out the next opportunity, train your team as we go, and measure the results at every step.
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.