01
Assistants over your own documents
A chat assistant that answers staff or customer questions from your policies, manuals and product data, with links back to the source so answers can be checked.
AI and machine learning
We help growing businesses use AI for specific, measurable jobs: reading documents, answering questions from their own data, automating repetitive work and checking images. We build it into the systems you already have, and we will tell you when AI isn't the answer.
01 What we build
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A chat assistant that answers staff or customer questions from your policies, manuals and product data, with links back to the source so answers can be checked.
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Read supplier invoices, delivery notes, forms or CVs and turn them into clean data in your system, with a person reviewing anything the model isn’t sure about.
03
Connect the tools you already pay for so orders, emails, spreadsheets and approvals move on their own instead of being copied by hand.
04
Face verification, image checks and visual inspection. We run face verification in production in our own HRMS.
05
Dashboards and simple forecasts for sales, stock and staffing, built on the data you already have.
06
An honest look at where AI would pay for itself in your business, and where a simpler fix would do the job better.
02 In production
When a member of staff clocks in on the mobile app, our face service compares their photo with the face they enrolled, and the attendance is recorded only if the match passes. It can also check that they are inside a location fence around their workplace.
Under the hood it is a FastAPI service running InsightFace face-recognition models on ONNX Runtime, with OpenCV for image handling. Every attempt is logged with the confidence score that produced the decision, so a manager can see why a check passed or failed.
03 How we work
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We pick one task that costs you time or money today, and agree how we will measure whether the AI does it better.
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A small working prototype on a sample of your real data, before you commit to a full build.
03
Low-confidence results go to a person to approve. Every decision the system makes can be traced and explained.
04
Personal data is handled in line with UK GDPR, with clear choices about which AI providers see what, or keeping models on your own servers.
04 Questions
Often not. Many useful tools, such as document extraction or an assistant over your own manuals, work with the documents you already have. We check what you have during discovery.
Not if you don’t want it to be. We choose providers and settings that don’t train on your data, or run open models on infrastructure you control.
Usually, yes. Most of our AI work plugs into an existing system through its API or database rather than replacing it.
It depends on the job. We start with a fixed-price discovery and prototype, so you know whether it works before you spend more.
Describe it in a few lines. We'll tell you honestly whether AI can help and what it would take.
Book a discovery call