In the new Tailings Innovation Now whitepaper from Mining Magazine , Mining Journal, and Australia’s Mining Monthly , we explain why the next step for TSF management is making better use of the data operators already have.
A few takeaways from our article:
- MLWeb brings data from external and internal monitoring devices into a single interface, with 3D visualization, alarming and correlation tools. This helps compare movements and work toward root cause analysis faster.
- Monitoring needs to keep pace with a changing climate. Extreme weather and permafrost degradation are putting added pressure on TSF integrity, which makes timely, integrated insight more important.
- AI agents are the next frontier. Reporting that takes days can be done in minutes. Users describe the report they need in plain language, and the agent builds it from their instrument data.
- The goal is to help operators and on-the-ground teams make effective, transparent decisions more rapidly by observing the data and responding accurately.


