Realm transforms how mines see, think, and respond by linking your existing infrastructure into one predictive platform.
AI tailored to your mine. Realm works with your existing systems across production and safety to deliver meaningful and measurable impact.
Get more out of your existing camera system. Realm monitors video feeds continuously, detecting unsafe environments and behavior. Unsafe actors are identified via facial recognition.
Realm monitors froth flotation using computer vision to understand tank flow and bubble characteristics. Suboptimal states in the separation process are identified in real time. Improvements to reagent composition are recommended or implemented automatically.
Realm uses your existing CCTV system to spot PPE non-compliance the moment it happens and identify the individual via facial recognition. Workforce unsafe behavior is tracked over time to identify trends.
Realm ingests and analyzes shearer data to uncover per-shift performance trends, recurring downtime patterns, and early indicators of wear.
Realm ingests and analyzes MSHA citation documents to spot recurring patterns, identify root causes, and streamline termination.
Realm monitors your SCADA system to deliver early warning notifications when conditions trend in the wrong direction. Fan health, atmospheric safety, conveyor conditions, electrical stability, and more are monitored 24/7.
Realm connects to your existing data sources — CCTV cameras, SCADA, drones, data lake, ERP, document stores, and more. Our engineering team handles integrating your systems with our AI platform to get you started quickly.
“Realm is a game changer for Oak Grove, materially improving both safety and productivity.”
“Having an AI top layer that continuously monitors our critical components is a real game-changer. This allows us to diagnose, intervene, and address issues more effectively to get us back up and running sooner.”
What to expect when your mine onboards to Realm.
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Common questions from operations and safety teams evaluating Realm.
Nothing new. Realm connects to your existing cameras, sensors, and SCADA through secure, read-only integrations. No rip-and-replace. First use case typically goes live in under 30 days.
Realm is trained on real underground footage - dust, water, low light, belt spray. The system adapts to each site's conditions over time and incorporates operator feedback to reduce false positives. Production-proven at large, active underground coal operations.
Yes - through read-only data flows only. Realm ingests sensor and SCADA data to deliver insights to operators. It never writes to controls or modifies OT systems. Your existing architecture stays exactly as-is.
Most sites start with safety - catching at-risk behaviors and PPE violations that would otherwise go unnoticed. From there, teams typically expand into asset monitoring and plant optimization. Early wins usually show up within the first 30 days.
Realm delivers alerts through the channels your team already uses - email summaries, dashboards, and direct notifications to supervisors. Every alert includes visual evidence and context so the person receiving it can act immediately.
Realm fuses video and sensor data to filter noise before an alert ever reaches your team. Operators can flag incorrect detections directly, and the system learns from that feedback. False positive rates drop significantly in the first weeks.
All data stays within your environment or in a dedicated, encrypted cloud instance - never shared across sites or with third parties. Realm is designed to meet the security requirements of critical infrastructure operators.
Realm is a single platform that spans safety monitoring, asset health, plant optimization, and regulatory compliance. Most sites start with one use case and expand as they see results - the same infrastructure supports all of them.
Realm's founders have built powerful software systems for international corporate and government clients.
