362 engineers to distinguish benign deformation from genuine precursors—strengthening confidence in early-warning decisions and reducing operational uncertainty. Tactical Impact — Ready to Scale Across the Business This capability is immediately deployable across open pits, underground operations, and tailings facilities, aligning with existing monitoring infrastructure and 24/7 operational control models. SMA increases detection capability, supports earlier and more targeted geotechnical interventions, and contributes to more stable production by reducing unplanned geotechnical delays. The approach integrates seamlessly with multi-site monitoring architectures and vendor-supported radar networks. Strategic Impact — Enabling Future Design Optimisation At a strategic level, this work provides a pathway for risk-informed design optimisation. As monitoring capability reduces the realised consequence of slope-related events, operations may be able to re-classify Consequence Levels within their Design Acceptance Criteria (DAC) framework—provided that statutory obligations, industry best practices, and company global standards are met. Improved early-warning performance can create opportunities to challenge Factors of Safety in a controlled, defensible manner, unlocking design efficiency while maintaining or improving overall geotechnical risk performance. SMA also enables optimisation of instrumentation strategies, reducing dependence on dense prism networks while increasing confidence through enhanced detection capability Figure 5. Example of Design Acceptance Criteria (DAC) Matrix where the Consequence Level can be challenged by an enhanced geotechnical monitoring system Overall Industry Implication — Supported by the Geotechnical Monitoring Roadmap For mining executives, the broader implication of this work is that it establishes a scalable geotechnical monitoring roadmap that links immediate operational improvements with longer-term strategic transformation. The integration of SMA, AI-driven interpretation, and SME expertise provides a repeatable, enterprise-wide framework that enhances early-warning capability across open pits, underground mines, and tailings facilities. This roadmap demonstrates how progressive improvements in detection capability directly reduce the realised consequence of geotechnical events—strengthening preventive controls and enabling Prescriptive – Proactive – Reactive Monitoring
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