AI systems we have actually built
Real work for UK businesses. What the problem was, what we built, and what changed once it was running. Most engagements start with an AI audit from £2,500.
Interview Practice Built Around the Student
We built stepBot for Step, combining an AI placement assistant with interview practice based on a student’s CV and the role they want. Students answer by voice or text, then receive AI feedback.
Document Verification in Minutes, Not an Hour
An insolvency practice checked every client bundle by hand at 45 to 60 minutes a case. We built an AI system that reads bank statements, payslips and income forms whatever their layout, reconciles them against what the client declared and flags every discrepancy, plus the operating system the practice runs it from. The same check now takes 3 to 5 minutes.
Supplier Invoice Capture at 25 to 30 a Day
An installer was retyping 25 to 30 supplier invoices a day, around 20 hours a week. An AI audit sized it at roughly £20,000 a year from their own hours. We built the AI capture system, which reads every supplier layout and splits multi-invoice files, and the operating system their team reviews it in. On a 56-PDF test batch it read all 56 and recovered 58 invoices across 42 suppliers.
AI-Powered Scoring & Evaluation
Replaced manual review processes with AI that scores and ranks opportunities against custom criteria — consistent, faster decisions at a fraction of the operational cost.
Live Market Intelligence from Unstructured Data
Turned unstructured conversation data into real-time market insights — always-current benchmarking that updates automatically as new data flows in.
Bespoke AI Systems for Scale
Custom AI tools to automate lead management, outreach, and internal workflows end-to-end — thousands of hours of admin removed, teams focused on high-value work.
From Idea to AI-Ready Product
Helping founders validate ideas and build AI-first products with production-ready architecture — clear product direction and a working prototype, ready for users and investors.
