Custom AI systems, built around the way your company works.
Stathmon
We design and build AI systems for pharmaceutical, energy and finance companies, as well as research groups. Each is shaped around the people who will use it, and can run on your own infrastructure so your data stays in-house.
See the workSystems in daily use, and the research behind them.
Labeling and artwork comparison
Every word on the pack checked against the approved text. Leaflets, cartons and blisters, aligned word by word, every difference marked where it is. In daily use by three departments.
The LabArt pagePersonalised intelligence gathering
A personalised intelligence gathering system. A digest built around the client's interests, pharma regulatory, pricing and tenders, with every item checked against its source before it reaches the reader. Used by large pharmaceutical companies and policy-makers.
Solar and battery sizing for a factory
End-to-end analysis of a solar and battery plant for a pharmaceutical factory. Site weather, market price and plant load forecasting, energy yield, battery dispatch, financial feasibility and lifecycle analysis, using methods from our published work. Energy efficiency, reliability and revenue, each quantified.
Battery trading controller
82% of the theoretical maximum. The maximum is what a battery would earn if it knew tomorrow's prices and had the perfect plan. A learned controller reaches 82% of that with real forecasts, and outperforms all the popular industry methodologies.
Electricity price and weather forecasting
Tomorrow's prices on the Greek day-ahead market, and the weather that drives them. Deep-learning forecasters for hourly prices and for 48-hour temperature, irradiance and humidity, published and scored on a full year the models never saw.
Automated portfolio
An automated, diversified portfolio with a risk level you choose. Built on published allocation methods and tested on official multi-decade data, through the major market crises in that period.
Right Hand, a personal assistant
An assistant that gets to know you. Plain-language chat that learns how you work, stays out of the way, and reports exactly what it changed. Tested for reliability, stress-tested for security, and able to run entirely on your own server. App and web.
The Right Hand pageCustom word segmentation pipelines
Local detectors that find every word on pharmaceutical artwork, trained on the client's own documents. More exact than the strongest commercial alternative on the same pages.
Pharmaceutical OCR, Greek and English
Reads Greek and English pack text more accurately than the commercial cloud OCR services, because it is trained on the client's own documents.
Greek invoice reader
Structured fields from scanned invoices of varied layouts, including the myDATA MARK. Validated and commercialised.
Private language models
Open-weight models deployed and benchmarked on your own GPUs or HPC allocation, so data stays on-premise.
Heat-pump performance across refrigerants
Regression models that predict cycle performance, including fluids not seen in training.
Plugins for energy design software
Customised plugins for popular building energy software such as IDA ICE, running automated design optimisation on the model instead of trial and error.
Georgios Vamvouras
Tell us the workflow, data or decision you want to improve.