Stathmon

Stathmon Custom AI systems, built around the way your company works.

We build personalised AI solutions for pharmaceutical, energy, finance and academic clients, and more. Every design starts from the needs and preferences of the people who will use it, with local infrastructure and data privacy high on our list of priorities.

See the work
20+peer-reviewed scientific publications
5+corporate and academic clients
Athensbased
Selected clients
WinMedicapharmaceutical VisionITbanking software Hellenic Passive House Instituteenergy & buildings Lab.RACSE, NTUAenergy research VP&Cpharmaceutical policy
Work

Each secured, validated and verified in production.

01 Right Hand, a personal assistantOur product
Fig. 1The app, on your own server
Right Hand
07:40Brief sent. One push held overnight, delivered.
Morning. Three things fit today: the Acme quote (2h), the server deploy (half a day), the Meridian follow-up (20m). Maria at Acme expects the quote by Friday.
Move the Acme quote to Friday and remind me Thursday morning.
Done. Quote due Friday, reminder Thursday 08:00. Nothing else changed.
Send revised quotemoved2hFri
ChatTasksMore

Right Hand, a personal assistant

An assistant that gets to know you. Natural language in the chat, personalised and learning how you work, non-intrusive and built to save time. Tested for reliability, stress-tested for security, with the option of maximal data privacy on your own server. App and web.

The Right Hand page
02 Automated portfolioA private investor
Fig. 2Thirty years of historical simulation
the portfolioa single market indexcrisis periods
Risk toleranceLowMediumHigh

Automated portfolio

An automated, optimised, diversified portfolio. State-of-the-art methodologies, tested on official multi-decade data and stress-tested through financial crisis periods, with configurable risk tolerance. Proven results in accurate historical simulations.

03 Labeling and artwork comparisonWinMedica
Fig. 3Approved text aligned with the printed artwork Approved text Printed artwork 1 difference found

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 page
04 Price and weather forecastingLab.RACSE, NTUA
Fig. 4Greek day-ahead market, one day
forecast, made the day beforecleared price

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.

05 Battery trading controllerLab.RACSE, NTUA
Fig. 5Revenue over a year, against the theoretical maximum
theoretical maximumour controllerfixed rule

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.

06 Personalised intelligence gatheringVP&C
Fig. 6A digest built around the client's interests
Intelligence digestThursday 16 October
3 items, all verified
Pharma regulatoryPricing & reimbursementTendersClinical
Variation guideline updated for labelling changes
New wording on when a label change needs a prior approval.
Agency guideline, 15 Octverified against source
October price list published, two products in the lower band
Effective from 1 November; the previous list stays valid until then.
Committee bulletin, 16 Octverified against source
Hospital tender for oncology supplies closes 30 October
Specification unchanged from last year's call.
Tender notice, 14 Octverified against source

Personalised intelligence gathering

A personalised intelligence gathering system. A digest built around the client's interests, pharma regulatory, pricing and tenders, with every item rigorously verified against its source before it reaches the reader. Reliable intelligence utilised by large pharmaceutical companies and policy-makers.

07 Solar and battery for a factoryWinMedica
Fig. 7Site, plant and grid Solar array1,553 kWh per kWp a year Batterycharged when cheap Pharmaceutical plantits own load, forecast Grid 48-hour site weather forecast buy / sell

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, with state-of-the-art methodologies from our published work. Validated energy efficiency, reliability and revenue generation.

Honourable mentions
08

Custom word segmentation pipelines

Local, custom-built detectors that find every word on pharmaceutical artwork, trained on the client's own documents. They beat the strongest commercial candidate on the same pages.

WinMedica
09

Pharmaceutical OCR, Greek and English

Reads pack text more accurately than the commercial cloud OCR providers, because it is custom-built on the client's data. A commercial giant is a generalist; this is a specialist.

WinMedica
10

Greek invoice reader

Structured fields from scanned invoices of any layout, including the myDATA MARK. Validated and commercialised.

VisionIT
11

Private language models

Open-weight models deployed and benchmarked on your own GPUs or HPC allocation, so data stays on-premise. Models with their built-in refusal filters removed are also available for specialised tasks.

12

Heat-pump performance across refrigerants

Regression models that predict cycle performance, including fluids not seen in training.

Lab.RACSE, NTUA
13

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.

Lab.RACSE, NTUA
Who builds it
Georgios Vamvouras

Georgios Vamvouras

Founder and principal engineer. Dipl.-Ing. Mechanical Engineering, National Technical University of Athens.
0120+ peer-reviewed scientific publications
02Multiple corporate and academic clients
Personal site and publications
ContactAthens
gvamvouras@stathmon.com

Let's get in touch.