Edgescale AI builds the compute, connectivity and software foundation needed to run AI in hard, operational environments, bridging centralised cloud computing and the distributed edge. Its platform, Virtual Connected Edges (VCEs), is designed to deploy and operate AI applications across devices and networks at massive scale, delivering real-time intelligence to operational systems while protecting critical data and working within real-world constraints.
The company's technical work spans edge computing, distributed systems, cloud computing, networking, security, AI/ML infrastructure, real-time intelligence and data protection. Engineers work on problems at the intersection of infrastructure, security, networking and AI: distributed systems at scale, harsh environments, imperfect connectivity, legacy operational systems and data that cannot be moved to the cloud. The company describes itself as intensely AI-native, using AI daily to accelerate design, testing, deployment and operation of complex systems, and collaborates with partners in AI, software and hardware.
Edgescale AI targets industries including manufacturing, utilities, automotive, healthcare and smart cities, with an emphasis on reliability, performance, safety and security in deployed systems. Its stated mission is to eliminate boundaries between cloud and edge and to build the operational AI ecosystem.
