MapLarge powers the next generation of operational AI systems for the world’s most complex missions. MapLarge operationalizes AI workflows across aviation, logistics, defense, infrastructure, and global supply chains. Built on the MapLarge Application Fabric, these operational applications transform live multimodal data into real-time workflows deployed across cloud, edge, and disconnected environments.
MapLarge defines the operational execution layer for production AI systems. The MapLarge Application Fabric is the execution layer for governed operational AI — turning live operational data into real-time decision systems across aviation, logistics, defense, and infrastructure.

MapLarge enables organizations to move from ad hoc passive data analysis to rigorous operational execution — combining real-time monitoring, spatial intelligence, and policy-driven AI workflows that reduce risk while accelerating decisions.

From yard orchestration to digital twin simulation, MapLarge powers real-time decision systems across global logistics networks. Built on the MapLarge Application Fabric, these operational AI applications power some of the world’s largest transportation, delivery, and logistics networks.

MapLarge has many operational systems of record in this domain with government entities, as well as in the commercial ISR space. Intelligence Solutions can be complex given a multitude of real-time intelligence sources with edge and limited/disconnected operating environments. MapLarge transforms live intelligence data into reliable operational workflows — enabling mission systems to operate across cloud, edge, and disconnected environments.

MapLarge enables location-driven operational intelligence across commercial markets — transforming population movement, telematics, and behavioral data into repeatable AI workflows that power targeting, planning, and performance optimization.

MapLarge powers scalable operational AI across IoT, environmental sensing, and enterprise workflows — enabling organizations to automate response, reduce risk, and operate reliably in complex environments.

The MapLarge Application Fabric enables organizations to build their own operational AI systems — from digital twins to vertical data platforms — using reusable building blocks designed for cloud, edge, and disconnected deployments.