One Big Circle develops the AIVR product suite, a set of intuitive digital systems designed to help the rail industry work more safely and efficiently. Built through ongoing engagement with rail users, AIVR provides access to critical information about railway infrastructure and assets, supporting remote review while reducing the need for trackside visits and cab rides. The company estimates that each hour spent monitoring data online can save an eight-hour site visit or cab ride.

The AIVR Platform brings together data collected across the rail network and provides users with digital inspection tools. Products include Forward Facing Video for reviewing train-captured footage; Thermal monitoring to identify electrical faults; Focus line scanning for detailed track-condition inspection; and OLE monitoring of overhead equipment. The suite also includes machine-learning and AI tools, Lookout integration with existing CCTV systems, automated track geometry measurement, and DepotMATE for remote monitoring of rolling stock. One Big Circle also provides resources to help users work with AIVR and shares case studies, technical information, and product guidance.