AI that does real work — not a chatbot bolted on.
Practical LLM and machine-learning integration: document processing, triage, search and automation that pays for itself — with the hype filtered out.
Start a conversationSomewhere between "AI will replace your workforce" and "it’s all a bubble" is the boring truth: language models are extremely good at a specific class of work — reading, extracting, classifying, drafting — and most businesses have years of that work piled up in inboxes and PDFs.
We build AI into systems where it measurably earns its keep: pulling structured data out of supplier documents, triaging enquiries before a human sees them, making your internal knowledge actually searchable, automating the report nobody enjoys writing. Always with the failure modes engineered for — review steps where correctness matters, confidence thresholds, and a clear answer to "what happens when it’s wrong?".
And when AI is the wrong tool — when what you actually need is a database query and a decent form — we’ll say so. We sell working systems, not magic.
What we deliver
Document intelligence
Extraction and classification across invoices, contracts, lab reports and forms — PDFs in, structured data out, exceptions flagged for humans.
LLM-powered workflows
Enquiry triage, drafting, summarisation and routing built into the tools you already use, with human review where the stakes require it.
Knowledge search (RAG)
Ask questions across your documents, wikis and records and get sourced answers — your data stays yours, with UK/EU hosting options.
Custom ML & data pipelines
Beyond LLMs: forecasting, anomaly detection and the data engineering that makes any of it trustworthy.
Questions we're usually asked
Based in Cambridge and built for its economy of labs, devices and research-driven businesses — read more about software development in Cambridge.
// relatedTell us the problem.
A short email is enough — what you do, what hurts, what you wish existed. We reply to every enquiry, usually within one working day.
Start a conversationhello@overclockminds.co.uk