Artificial Intelligence that optimizes the entire mining operation

From planning to dumping.

• Planificación y ejecución dinámica de extracción

  On existing data

  Realistic extraction sequences, adjusted to the actual condition of the face, plus tracking of what was actually executed against the plan. It supports the planner; it does not replace the mine's operational decision.

• Status de habilitación y desarrollos

  Requires new sensing

  Real-time readiness status of benches, ramps and development headings, instead of manual survey measurements that cannot cover the whole mine every day.

• Gemelo virtual de flota de apoyo y rutas

  Requires new sensing

  Available cable per shovel, a relief-assignment recommender for the support fleet and the real condition of haul roads, measured in kilometres travelled rather than time declared in the system.

• Control de descarga y dilución

  On existing data

  Verifies that every dump follows the plan. Even when tonnage is met, avoiding grade dilution directly improves the fine copper that reaches the plant.

Where the data already exists, the memory is missing.

• Memoria operacional de conminución

  On existing data

  Recognises when a previously experienced condition repeats and flags the known consequence, so the organisation stops paying twice for the same mistake.

• Copiloto de operación remota

  On existing data

  Combines input variables, the mine plan and lessons learned to anticipate recovery drops instead of reacting once they have been detected. It is not limited to flotation: it covers the operation of the whole route.

• Control reológico de espesamiento y filtrado

  Requires new sensing

  Online measurement of the critical rheological variables, to prioritise water recovery and keep the thickener from becoming a bottleneck.

• Caracterización mineralógica en línea

  Requires new sensing

  Continuous mineralogical characterisation along the route, including characterisation at the tailings dam: it moves from reactive chemical monitoring to predictive monitoring on the same data sources, with low-cost instrumentation for older dams.

• KPI unificado mina-planta

  On existing data

  A single recovered-fine-copper indicator and playbooks with an anticipation horizon, instead of separate movement and recovery targets.

Five linked stages, from stacked ore to cathode.

• Caracterización mineralógica en línea

  Requires new sensing

  Real-time P80 that automatically adjusts the crushing and agglomeration recipe: acid, salt and water dosing. It is the enabling foundation for the rest of the route.

• Riego inteligente de pilas

  Requires new sensing

  Water-table level per module and remote valve control, operable from the control room on any shift and without exposing people on site at night.

• Control en línea de extracción por solvente

  Requires new sensing

  Critical parameters measured continuously instead of manual sampling every six hours. Response to a deviation in minutes, not hours.

• Inspección de placa en electroobtención

  Requires new sensing

  Computer vision that classifies the physical condition of the plate before seeding and standardises the acceptance criteria.

• Copiloto de operación remota

  On existing data

  Translates process variables into actionable alerts with standardised recommendations, so the decision does not depend on individual judgement.

Remote control across the entire value chain.

• Reportabilidad automática de turno

  On existing data

  Captures information in real time without manual reporting and proposes the same recommendation for the same deviation, shift after shift.

• Verificación proactiva de sensores

  On existing data

  Continuously confirms sensor connectivity, before an out-of-service instrument is discovered late through an incident.

• Integridad de datos de telemetría

  On existing data

  Determines equipment status strictly according to the time model, leaving no room for interpretation, and allows reconciliation when the initial diagnosis changes.

• Visibilidad aguas abajo en tiempo real

  On existing data

  When an operational change happens at the mine, it shows the projected impact on the metallurgical processes without depending on a phone call or a radio.

• Copiloto de operación remota

  On existing data

  A single copilot for the remote operation of both routes, hydrometallurgical and pyrometallurgical: it translates process variables into actionable alerts with standardised recommendations, so the decision does not depend on individual judgement.

Contractor accreditation (AIC), documents and per-client requirements

• Control de requisitos por mandante

  On existing data

  Tracks the site-access accreditation requirements (AIC) of every contract and every mining client — both the site's own and those required by Sernageomin mining safety regulation — showing the status of each document, valid, pending or expired, in a single view.

• Detección temprana de brechas documentales

  On existing data

  Identifies missing documents and incomplete requirements before they hold up a company, worker or piece of equipment at the gate.

• Alertas de vencimiento

  On existing data

  Flags documents about to expire or already expired, with checks that run in the background and leave the result ready to act on.

• Carpeta de acreditación asistida

  On existing data

  Brings companies, workers, vehicles, contracts and documents together in one place and prepares the working dossier with an auditable record of every action.

• Copiloto de acreditación

  On existing data

  Reviews uploaded documents, raises observations, explains the next step and prioritizes tasks. It supports the decision rather than replacing it.