The only mining AI that uses your existing data to increase production, catch safety risks, and manage MSHA compliance.
Realm in action
From conveyor monitoring to shield maintenance, see how Realm turns existing mine data into practical action.
Watch the film · 1 min 40 sec
“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.”
AI tailored to your mine. Realm turns signals from your existing cameras and control systems into fewer stoppages, fewer violations, and more productive shifts.
Conveyor problems can develop between inspections and go unnoticed until they damage equipment. Realm monitors each belt continuously and alerts operators when conditions need attention.
Belt drift detected
Maintenance team · inspect alignment
Froth changes appearance long before assay results show a problem, and nobody can watch every cell all shift. Realm reads bubble size, froth velocity, and stability on every cell and flags drift or lost flow so operators can adjust reagents before recovery falls.
Froth pattern changed
Control room · review cell conditions
Realm analyzes longwall shield pressure readings to flag potential hydraulic faults and help crews prioritize inspections. Maintenance teams can review the evidence for each shield and focus attention where it’s needed.
Find the shield that needs attention
Longwall shields · pressure review
Shield 07 · Leg pressure
Relative pressureRepeated pressure cycling
Review the evidence with the maintenance crew
Potential hydraulic fault · Shield 07
Prioritize inspection of the leg and hydraulic circuit
A worker can enter a danger zone for seconds without anyone seeing it. Realm catches the entry in real time so safety teams can intervene before anyone gets hurt.
Restricted-zone entry
Supervisor · review access alert
Realm compares turnaround and dwell time across shifts, revealing where slow turnarounds cut into production.
Between cutting passes
Same cutting time. Longer turnaround.
Longer turnaround on Shift B
Review the gap between cutting passes
Realm puts deadlines, repeat conditions, regulations, and precedent in one place so teams can terminate citations faster and prevent repeats.
01 · Paper / PDF
Citation / order
Inspection record · 0042Condition observedAccumulated coal dust beneath the belt.
Abatement dueToday · 14:00
02 · Enriched record
Citation #0042
OpenAdded context
A document becomes actionable context
Source details, related history and regulations in one record
Realm delivers comprehensive safety briefings to your team before every shift — covering inspector activity, citation status, enforcement trends, and compliance metrics. Zero manual effort.
Ready for handover
06:00Check belt-line cleanup
Maintenance lead · Due 14:00
Review detector calibration
Shift supervisor · Before shift
Two priorities for the next shift
Clear actions, owners and deadlines in one briefing
Instead of reminding the entire crew, weekly reports show which workers and PPE types drive repeat violations.
Repeated missing-hardhat observations
Supervisor · targeted coaching
Text the right person the moment sensor data trends toward a critical limit, so nobody loses hours to phone tag at 3 in the morning.
SMS → Maintenance lead
Drive 03 · Check rising temperature
Temperature trending high
Maintenance lead notified
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.
What to expect when your mine onboards to Realm.
Week 1
Week 2
Week 4
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.
