We build intelligent systems that observe, adapt, and act — turning messy operational data into measurable commercial gains. No generic dashboards. No buzzword bingo. Just software that works harder than the team it supports.
Show me what's possible
Every engagement starts with your problem, not our product catalogue. That said, most of our work falls into four areas where AI software delivers the steepest returns.
Time-series forecasting, demand planning, and anomaly detection built on your proprietary data. We handle feature engineering, model selection, and continuous retraining so predictions stay sharp as conditions shift. Typical accuracy gains sit between 18% and 34% over legacy statistical methods.
Invoices, contracts, medical records, regulatory filings — our extraction pipelines parse unstructured documents at scale. Combining OCR, layout analysis, and large language models, we convert paper-heavy workflows into structured, searchable data within hours of deployment.
Credit scoring, pricing optimisation, resource allocation, triage routing — wherever a human makes the same judgement call hundreds of times a day, we train a model to replicate (and often outperform) that decision. Guardrails and explainability layers come standard.
Customer-facing chatbots and internal knowledge assistants grounded in your documentation. We fine-tune foundation models, implement retrieval-augmented generation, and build feedback loops that improve answer quality week over week without manual curation.
Three projects. Three industries. Measurable numbers you can verify with a phone call.
A fleet operator running 14 supply vessels needed to cut fuel spend without adding transit time. We ingested five years of AIS tracking data, weather patterns, and port scheduling records to build a reinforcement-learning model that re-sequences port calls in real time.
£2.1m annual fuel savingsThe system paid for itself within eleven weeks and now handles 92% of route decisions autonomously, with human override reserved for severe weather events.
Manual claims review was costing this mid-market insurer 6.4 FTE hours per straightforward motor claim. We trained a document-intelligence pipeline that extracts policy details, cross-references repair estimates, and flags fraud indicators — routing 71% of claims to auto-approval.
71% auto-approval rateAverage settlement time dropped from nine days to under forty hours. False-positive fraud flags fell by 38% compared to the rule-based system it replaced.
Bed shortages during winter surges were creating four-hour A&E breaches. We built a 72-hour patient-flow forecast using admission patterns, GP referral volumes, and regional flu surveillance data. Ward managers now receive shift-level staffing recommendations each morning.
29% fewer four-hour breachesThe pilot ran across two winter seasons and is now being adopted by three additional trusts in Scotland. The model retrains weekly on fresh admission data to capture emerging seasonal patterns.
No 80-slide discovery deck. We move fast, prove value early, and scale what works.
We spend two weeks inside your systems — databases, spreadsheets, APIs, even paper forms — cataloguing what exists, what's missing, and what's usable. You get a frank assessment, not a sales pitch.
A working prototype on real data, delivered in four to six weeks. We pick the single highest-value use case and build just enough to demonstrate measurable impact. If the numbers disappoint, we part ways — no hard feelings.
The prototype becomes production-grade: monitoring, fallback logic, security review, load testing. We integrate with your existing stack via REST or event-driven architectures, never forcing a platform migration.
Models drift. Data changes. We set up automated retraining pipelines, performance dashboards, and alerting so your AI software stays accurate months and years after launch — not just on demo day.
We document everything and train your internal team to own the system. Our goal is to make ourselves unnecessary. Ongoing support contracts are available but never required.
Tell us what you are trying to solve. We will respond within one working day with an honest take on whether AI is the right tool — and if it is, what the first step looks like.
Visit us
346 Fannie Court, East Fadel, Scotland, FS34 3CI, United Kingdom
Call
+44 1834 165337
Email
[email protected]
