Realm Alliance

Realm Alliance, founded in 2022 and headquartered in Dallas, Texas, builds a predictive AI platform for underground and coal mining operations. The platform integrates with existing mine infrastructure - cameras, SCADA systems, drones and data repositories - to monitor safety compliance, detect unsafe behaviours and predict equipment failures before they occur. Its product line includes computer-vision-based real-time PPE compliance monitoring, optimisation of froth flotation processes in coal preparation plants, longwall shearer performance analytics and tracking of MSHA citation patterns to help mines reduce violations.

The technical work spans artificial intelligence, machine learning, computer vision, predictive maintenance, process optimisation, SCADA integration, drone data analytics and real-time monitoring. The company reports that its deployments have reduced unplanned downtime by 25% at customer operations, and that new features reach production daily. Its systems are in use in the Alabama met coal corridor, with expansion to additional mining operations across the United States.

Realm Alliance is a small, senior team whose founders come from Palantir and Blend Labs, with experience building venture-backed companies, among them the publicly traded fintech Blend Labs and Even, which was acquired by Walmart. The company's stated mission is centred on worker safety and regulatory compliance in extractive industries.