Most AI projects stall between prototype and production. We take yours from messy data to a live, monitored system your team can rely on. Based in England, working with companies that have real operational problems to solve.
Talk to an engineer about your data
Every engagement starts with a question you need answered, not a technology you want to try. Here are the categories we work in most often.
Demand forecasting, churn scoring, pricing optimisation. We train on your historical data, validate against hold-out periods, and deploy behind an API your existing systems can call. Typical turnaround from kick-off to first live predictions: eight weeks.
Invoices, contracts, medical letters: we extract structured fields from unstructured documents using a mix of OCR and fine-tuned language models. One logistics client cut manual data entry by 74% within three months.
Fraud flags, sensor drift, network intrusion. We build streaming pipelines that score events in under 200ms and push alerts to your ops dashboard or Slack channel. False-positive tuning is included in every contract.
Internal knowledge bots, customer-facing assistants, voice-to-action agents. We use retrieval-augmented generation grounded in your own documentation so the model answers from facts, not hallucinations.
Before any model can work, the data pipeline needs to be reliable. We design extraction, transformation, and loading workflows on cloud platforms you already pay for, avoiding vendor lock-in wherever possible.
We have run this sequence enough times to know where the real risks hide. The order matters.
We sit with your team, look at the raw data, and write a frank assessment. Sometimes the answer is "you need six more months of clean collection before a model will help." We would rather say that upfront than bill for a doomed prototype.
A narrow experiment on a single use case. We pick the one with the clearest success metric and the least integration friction. You see results in a notebook, not a slide deck.
The model gets containerised, tested against edge cases, and wired into your existing stack. We handle monitoring, alerting, and retraining schedules so the system does not silently degrade.
Your engineers receive full documentation, access to the training pipeline, and a 90-day support window. After that, you can run it independently or keep us on a lightweight retainer.
We cannot name every client, but here are anonymised snapshots from the past two years.
A fashion retailer asked us to predict which orders were most likely to be returned before dispatch. The model flagged high-risk orders so the warehouse could add extra quality checks. Return rate dropped from 28% to 19.3% over one quarter.
Manual entry of supplier invoices was costing 1.5 FTE. Our document extraction pipeline now reads each PDF, extracts 14 fields, and pushes them into the ERP system. Accuracy sits at 96.2%, with human review only for low-confidence extractions.
The existing rule-based system generated too many false positives. We trained a gradient-boosted model on two years of labelled transactions. Genuine fraud detection stayed flat; false alerts fell from 420 per day to around 170.
Consultants were spending 40 minutes a day searching SharePoint. We built a retrieval-augmented chatbot grounded in 11,000 internal documents. Average search-to-answer time went from 8 minutes to under 30 seconds.
Professional AI Core is nine people. Four machine-learning engineers, two data engineers, one designer who handles front-end interfaces, one project lead, and one person who keeps the finances straight.
We stay small because AI projects fail most often at the communication layer, not the algorithm layer. When the person who built the model is the same person on your Monday standup call, misunderstandings get caught early.
Our office is in Old Quitzon-Blockley, about 40 minutes from central London by rail. Most client work happens remotely, but we are happy to be on-site for kick-offs and data-access sessions.
If yours is not here, the contact form below goes straight to an engineer.
Describe the problem, not the solution. We will figure out whether AI is the right tool and get back to you within two working days.
5 Ondricka Rise, Old Quitzon-Blockley, SL5 6GS, England, United Kingdom
Phone: +44 344 751 5207
Email: [email protected]
