Geometallurgy • Resource estimation • Exploration • GeoAI • Metal accounting • TrainingSubmit a brief
Specialist advisory for mining decisions

Where geoscience, metallurgy and machine learning meet.

Consulting and training for organisations that need defensible resource models, ranked exploration targets, geometallurgical insight, auditable metal accounting and practical AI-enabled workflows.

Capability areas

Advisory services built around mining value drivers.

Each capability links to a detailed page section that explains what is delivered, what changes for the client and how to start a conversation.

Resource geology • geostatistics • model defensibility

Resource Geology & Mineral Resource Estimation

Independent support for geological domaining, data validation, estimation strategy, block-model review, classification and reconciliation.

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3D thinking • domains • spatial evidence

Geological Modelling, Geodomaining & Spatial Data Integration

Conversion of geological, structural, geochemical, geophysical and spatial datasets into coherent domains and interpretable models.

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Mineral systems • prospectivity • drill targeting

Mineral Exploration Strategy & Targeting

Exploration strategy, data integration, prospectivity mapping and target ranking for greenfield, brownfield and critical-minerals programmes.

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Machine learning • explainability • uncertainty

AI, Machine Learning & GeoAI for Exploration

Design and review of AI workflows for mineral prospectivity, geochemistry, remote sensing, anomaly detection and ranked exploration decisions.

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Ore variability • recovery • throughput • value

Geometallurgical Modelling & Orebody Knowledge

Integration of geology, mineralogy, metallurgy and processing data to predict ore behaviour and support planning, blending and value optimisation.

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AMIRA P754 logic • controls • transparency

Metal Accounting Audits, Reconciliation & Governance

Audit and improvement of metal-accounting systems, reconciliation chains, data controls, mass-balance logic and reporting governance.

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Testwork • plant data • optimisation

Metallurgical & Process Data Analytics

Statistical, machine-learning and Python-based analytics for laboratory, pilot and plant datasets in extractive metallurgy.

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Sampling • grade control • value loss

Mine-to-Mill Reconciliation & Value-Chain Diagnostics

Tracing value, uncertainty and information loss from resource model to grade control, mining, processing and metal accounting.

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Policy • value chains • African mining strategy

Critical Minerals, Beneficiation & Mining Strategy

Technical and strategic advisory for critical minerals, beneficiation, corridor development, mineral economics and African mining policy.

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Independent judgement • audit trail • decision support

Technical Due Diligence, Independent Review & Expert Witness Support

Independent review of technical assumptions, datasets, resource models, studies, reports and disputed technical interpretations.

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How the work is structured

Consulting-firm discipline with specialist technical depth.

The website is organised like a professional advisory platform: clear capabilities, industry-relevant use cases, client outcomes, insights, training pathways and a brief-submission workflow.

The emphasis is not generic digital transformation. It is orebody knowledge, technical credibility, decision quality and measurable improvement.

Diagnose

Audit datasets, workflows, assumptions, controls and decision points.

Model

Build or review geological, resource, geometallurgical, AI and reconciliation models.

Validate

Test uncertainty, defensibility, explainability, auditability and operational relevance.

Transfer

Train teams and document workflows so that capability remains with the client.

Training

Short courses for technical teams and executives.

Programmes can be delivered as executive masterclasses, in-house corporate courses, public workshops or dataset-based bootcamps.

Professional short course

AI for Geosciences

Participants learn how to design, evaluate and communicate AI workflows that remain geologically meaningful.

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Professional short course

AI for Metallurgists

Participants learn practical AI and statistical workflows for plant diagnostics, testwork interpretation and process optimisation.

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Professional short course

AI for Geometallurgists

Participants learn how to turn orebody knowledge into practical models for planning, processing and value management.

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Professional short course

Mineral Resource Estimation for Practitioners

Participants gain a step-by-step understanding of mineral-resource estimation and model defensibility.

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Professional short course

Applied Geostatistics for Mining and Exploration

Participants learn geostatistics as a practical decision-support discipline rather than a purely mathematical subject.

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Professional short course

Mineral Prospectivity Mapping & Targeting

Participants learn how to move from scattered datasets to transparent, ranked and defensible exploration targets.

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Need a technical review, training programme or advisory partner?

Submit a short project brief. The contact form opens a pre-filled email draft addressed to glen.nwaila@outlook.com.

Contact Glen