Geomechanics.io

  • Free Tools
Sign UpLog In
AllGeotechnicalMiningInfrastructureMaterialsHazardsEnvironmentalSoftwarePolicy

Geomechanics.io

Geomechanics, Streamlined.

© 2026 Geomechanics.io. All rights reserved.

Geomechanics.io

CMRR-ioGEODB-ioHYDROGEO-ioQCDB-ioFree Tools & CalculatorsBlogLatest Industry News

Industries

MiningConstructionTunnelling

Company

Terms of UsePrivacy PolicyLinkedIn
    Projects
    Safety

    Anglo American AI Centre of Excellence: governance and use‑case lens for mine engineers

    March 9, 2026|

    Reviewed by Joe Ashwell

    Anglo American AI Centre of Excellence: governance and use‑case lens for mine engineers

    First reported on International Mining – News

    30 Second Briefing

    Anglo American is establishing an AI Centre of Excellence to coordinate “safe and responsible” deployment of machine learning across its portfolio, as outlined in its 2025 annual report. The group is targeting use cases from orebody characterisation and geometallurgical modelling to predictive maintenance on haul fleets and processing plants, integrating AI with existing digital platforms such as VOXEL and P101. Governance will focus on model risk management, data security and human-in-the-loop decision support, signalling tighter controls on algorithm use in mine planning and operations.

    Technical Brief

    • Governance framework explicitly addresses algorithmic bias, model drift and explainability for operational decision tools.
    • Human-in-the-loop requirements are being formalised for any AI influencing production, maintenance or safety-critical controls.
    • Data governance includes stricter access controls on geoscience, fleet and plant telemetry feeding AI models.
    • Model risk management will classify AI tools by safety impact, with higher tiers requiring independent technical assurance.
    • Incident investigation workflows are being updated so AI recommendations and model states are auditable post-event.
    • Training programmes will target supervisors and engineers, focusing on safe override, escalation and exception handling.
    • For other mining operators, similar AI governance could become a de facto standard alongside existing HSE systems.

    Our Take

    Across the 1101 Mining stories in our database, AI and artificial intelligence keywords are still a minority subset, so Anglo American’s decision to formalise an AI Centre of Excellence signals that Tier 1 operators are beginning to institutionalise what has mostly been trial-level work elsewhere.

    Among the 2072 Projects and Safety-tagged pieces, AI most often appears in point solutions (collision avoidance, fatigue monitoring, predictive maintenance); a centralised Anglo American hub suggests a move towards integrating these into a group-wide safety and operational governance framework rather than leaving them as isolated pilots.

    Referencing AI explicitly in the 2025 reporting context positions Anglo American ahead of many peers in our coverage, where AI is often treated as operational detail rather than a board-level risk, ethics, and safety topic likely to feature in formal disclosures.

    Geotechnical Software for Modern Teams

    Centralise site data, logs, and lab results with GEODB-io, CMRR-io, and HYDROGEO-io.

    No credit card required.

    • Save and export unlimited calculations
    • Advanced data visualisation
    • Generate professional PDF reports
    • Cloud storage for all your projects

    Prepared by collating external sources, AI-assisted tools, and Geomechanics.io’s proprietary mining database, then reviewed for technical accuracy & edited by our geotechnical team.

    Related Articles

    Mining
    about 4 hours ago

    Orica’s Danafloat copper flotation move: integration and design notes for plant engineers

    Orica has moved into copper processing chemistry by acquiring FMC Corporation’s Danafloat™ range of high-performance flotation collectors, used for copper and other “future facing” commodities. The deal covers proprietary formulations designed to maximise sulphide ore recovery and improve concentrate grade while reducing reagent dosage and environmental impact. For concentrator operators, this adds a major explosives and blasting supplier into the flotation reagent supply chain, potentially enabling tighter integration between upstream fragmentation and downstream recovery optimisation.

    National Group backing mining excellence: project delivery lessons for engineers
    Mining
    about 4 hours ago

    National Group backing mining excellence: project delivery lessons for engineers

    Queensland-based mining services provider National Group is sponsoring a community-focused award recognising resources companies that show strong engagement and deliver measurable change across the sector. The award targets operators and contractors working in Queensland’s coal, metals and quarrying projects, with assessment centred on local employment, training programmes and long-term community investment rather than short-term donations. For geotechnical and mining teams, this signals growing scrutiny of how project delivery, contractor selection and site rehabilitation strategies translate into tangible regional benefits.

    Smarter filtration solutions: dewatering and tailings design notes for plant engineers
    Mining
    about 4 hours ago

    Smarter filtration solutions: dewatering and tailings design notes for plant engineers

    Smarter filtration solutions in wet mineral processing are focusing on high-pressure tower filter presses for slurry dewatering, such as Thejo’s vertical plate designs that deliver low-moisture filter cakes and high filtrate recovery. Suppliers are pairing these presses with automated cloth washing, cake discharge monitoring and optimised cycle control to stabilise throughput and reduce unplanned downtime. For plant designers, the shift is towards integrating filtration with upstream thickening and downstream dry stacking to cut fresh water intake and tailings storage volumes.

    Related Industries & Products

    Mining

    Geotechnical software solutions for mining operations including CMRR analysis, hydrogeological testing, and data management.

    CMRR-io

    Streamline coal mine roof stability assessments with our cloud-based CMRR software featuring automated calculations, multi-scenario analysis, and collaborative workflows.

    HYDROGEO-io

    Comprehensive hydrogeological testing platform for managing, analysing, and reporting on packer tests, lugeon values, and hydraulic conductivity assessments.

    GEODB-io

    Centralised geotechnical data management solution for storing, accessing, and analysing all your site investigation and material testing data.