Projects

Forest fund accounting is built on the enterprises' own data: compartment boundaries from cartographic materials, forest inventory descriptions, active logging declarations and actual shipments. Every compartment on the map is coloured by stage — developed, restored, in progress, under-cut — and linked to the declaration under which harvesting proceeds. A separate loop tracks hauling and the remainder at the upper yard.

Accounting unit

Compartment, cutting area, inventory stand, assortment lot

What we calculate

Allocated, harvested and hauled volume; stage of development per compartment; under-cutting; upper yard remainder

Reporting

Timber accounting and transactions in the national traceability system

Roadmap

Integration with the statutory contour via electronic signature, ingestion of measurement services, hauling routes on the map

Client names are not disclosed. The figures refer to the volume of data loaded into the system.

Small volumes at high unit value: the cost of an accounting error here is higher than in bulk industries. The contour covers plan versus fact by face and block, accounting for loss and dilution, grade control in the ore mass and an end-to-end metal balance across stages through to concentrate. The forecasting layer estimates concentrate output under the current regime and the plan-to-fact deviation by face.

Accounting unit

Mining block, face, ore mass and concentrate lot

Sources

Sampling and test reports, weight control, processing data, survey measurements

What we calculate

Grade and recovery by stage, loss and dilution, end-to-end metal balance

Forecast

Concentrate output, plan-to-fact deviation, anomalies in concentrate shipment

The client name is not disclosed.

Technologically the most demanding vertical: control is exercised through the regime of solutions in the productive horizon, and the result appears with a delay in the grade of recovery wells. The platform ingests flow, pressure and grade per well, tracks cell depletion, calculates specific reagent consumption and the L:S ratio, forecasts the recovery profile and assesses the risk of solution migration beyond the design contour from observation well data.

Accounting unit

Leaching cell; injection, recovery and observation wells

Sources

Flow meters and process node sensors, assay reports for the pregnant solution, monitoring contour

What we calculate

Cell depletion, remaining reserve, recovery factor, specific reagent consumption, L:S ratio

Forecast

Recovery profile over the planning horizon, probability of a solution excursion

Special conditions

Full deployment inside the client contour, local language models, immutable audit log

Separately, a pre-pilot dialogue is under way with representatives of the Rosatom State Corporation: at the stage of exchanging materials and agreeing a possible pilot format. Trademark and software registration are in progress.

A major Chinese operator running both leaching and conventional ore mining. The international contour uses the same platform: source model, volume and weight balance, forecasting layer and language access to data. The top layer differs — instead of Russian statutory systems, the client's reporting forms and local regulator requirements are configured.

Track

Leaching and ore mining

What transfers

Source model, volume and weight balance, ML recovery forecast, language interface

What is configured

Reporting forms, interface localisation, data residency requirements

Scientific basis

Joint work with Henan Polytechnic University on leaching control methods

The client name is not disclosed.