One chain in every industry
Material is extracted, moved, weighed and delivered. Uranium, tungsten, timber, potash and coal differ in extraction technology but share the same accounting chain — and precision is lost in the same places: at handovers between sites, shifts and owners.
- SourceFACE · CUTTING AREA · WELL · FIELD
- METERING POINTscale tolerance
- MovementTRANSPORT · STORAGE · TRANSHIPMENT
- METERING POINTlosses and short weight
- IntakeWEIGHBRIDGE · LABORATORY · ACCEPTANCE
- METERING POINTgrade and quality
- ReportingSTATE · BUYER
We describe metering points
Every handover between sites, shifts and owners gets an instrument, a responsible person and an allowed tolerance. Before that, arguing about losses is pointless.
We reconcile the balance
Extracted, moved, received — three figures for one lot. Anything beyond tolerance is recorded as a discrepancy and broken down by shift, section and machine.
We forecast the deviation
A machine-learning layer trained on the asset's history returns the recovery profile, solution migration risk and shipment anomalies before they reach the monthly report.
Why no one else has assembled this set of work
Engineering contractors cover individual technology layers. IT integrators build the accounting contour. Research institutions take a method as far as a report and stop. We are not aware of another team on the Russian market that holds the whole set — geotechnological model, volume and weight balance, ML forecast and language interface — and carries it through to direct pilots and commercial contracts with major subsoil users.
The full stack of layers
From instruments and the hydrogeological model through to forecasting and statutory reporting — in one contour, without stitching three contractors together.
Direct pilots, not presentations
We come on site and work on the asset's own data: commercial operation in forestry and ore mining, a deployed commercial pilot in the nuclear industry.
Scientific grounding
Methods pass external review: a conference paper on uranium and rare earth metals, two articles ready for publication, a scientific adviser with forty years in the industry.
Where to go next
The site is organised along four cuts: what exactly we automate, how the platform is built, what changes in each industry and what already runs on site.
What we automate
Seven production loops: geotechnological, mining, forestry, accounting, laboratory, reporting and predictive. Each with a before and an after.
View the loopsPlatform
Five layers: acquisition, storage, source model, ML forecast, and control with output into reporting. Thirteen modules on one data contour.
View the platformIndustries
Nine verticals. Three already commercial: forestry, tungsten, uranium. Each with its own accounting unit and data sources.
View industriesProjects
Four contours across Russia and China: from industrial operation to a deployed commercial pilot in the nuclear industry.
View projectsIndustry and scientific grounding
Calculation methods are reviewed by industry specialists and taken to external venues — this settles the competence question before the technical discussion begins.
The memorandum was signed on 16 July 2026. The university works on the platform's calculation core alongside us and validates the methodology we calculate with.
Site hydrogeology, leaching kinetics, control of technological solutions
Framing the forecasting problems, feature sets, model quality metrics
Peer review of the calculation approaches and joint publications
Scientific adviser
Alexander Boytsov — geologist, forty years in the uranium industry. Adviser to the First Deputy Director General of Techsnabexport, co-author of the OECD/IAEA Uranium 2024 report and the WNA Nuclear Fuel Report.
Conference in Almaty
A paper on machine learning in the management of in-situ leaching fields — the Uranium and Rare Earth Metals conference, 12–15 May 2026.
Publications
Two articles prepared for peer-reviewed publication: forecasting of technological solution excursions, and an AI assistant for the management of well fields.
Start with a survey of one asset
Describe the asset: what you extract or harvest, which instruments are installed, where accounting comes together and which systems you report into. We will respond with a metering point scheme and a pilot outline.