Mining & Metals Solutions

Grade Control & Ore Tracking

Grade control geologists build blast-hole sample interpolations and define ore limits the shift before a bench is mined, but reconciliation against plant feed assays takes weeks and comes back as a single tonnage-weighted average with no spatial context. Dilution from waste contact misclassification and ore loss to low-grade stockpiles accumulate across the month invisibly. When the mill recovery drops, no one can trace which bench, which pit, or which domain contributed the shortfall.

Built For

Grade Control Geologist reconciling block model estimates against plant recovery across 3 active pits with daily blast-hole sampling programs

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Lumi Geo

Mine Geologist / Grade Control

Reconciles block model grade estimates against production assay results and traces dilution to specific domains, contacts, and sampling patterns.

Block Model Reconciliation
Dilution Source Analysis
Contact Misclassification Detection
Sample Density Audit
Ore Loss Quantification
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Lumi Plant

Process / Plant Engineer

Connects incoming mill feed grade variability to plant recovery performance and concentrate quality outcomes.

Feed Grade Variability Analysis
Recovery Correlation
Mineralogy Impact Assessment
Concentrate Grade Trending
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Lumi Ops

Mine Planner / Operations

Manages stockpile blending strategies to maintain plant feed grade within processing targets despite ore variability.

Stockpile Blend Optimization
Cutoff Grade Review
Ore Parcel Tracking
Feed Rate Planning
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How It Works

Lumina tracks ore parcels from blast-hole sampling through dig block classification to ROM pad and crusher feed, reconciling block model predictions against production assay results in near real time and surfacing the spatial patterns driving dilution.

Instant Analysis

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Natural Language

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Lumina Analyst
Compare estimated grade vs actual mill recovery for Pit B.

I see a consistent -12% variance between Block Model estimates and Plant Recovery for material from Pit B. This suggests high dilution during blasting.

Grade Reconciliation Variance
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Related Capabilities

grade control software miningmine to mill reconciliationore tracking blast hole sampling