Use Case

AI inference at the speed of reality.

Self-driving vehicles, robotics, drones—machines that move need decisions in milliseconds. Deploy intelligence where autonomy happens, not in a data center.

Cloud inference for autonomous systems? That's 50-200ms round-trip latency. At 60mph, that's 5-17 feet of blind driving. EdgeAI™ cuts inference to sub-100ms, at the edge.

<100ms

Inference latency

EdgeAI™ at the edge

250K+

Edge access points

Towers to data centers

~20%

Faster throughput

vs virtualized GPUs

Physical

Isolation

Security through hardware

For AI & ML Teams

“Bare-metal GPUs, edge deployment, no bandwidth penalties. Full-stack AI infrastructure for teams that ship.”

OUR

AI Stack

Decisions at the speed of reality.

When machines move at 60mph, cloud latency isn't an option. Deploy inference where decisions happen—at the edge.

Inference where decisions happen

Sub-100ms AI inference deployed at towers and ultra-edge facilities. Your autonomous systems don't wait for round-trips to distant clouds.

Bare-metal GPU, full control

Direct-attached GPUs without virtualization overhead. Predictable PCIe topology and customer-controlled scheduling for safety-critical workloads.

Edge-to-cloud orchestration

Unified deployment across cloud, edge, and ultra-edge locations. Seamless orchestration from development to production at scale.

Physical isolation, not logical

Dedicated hardware means no shared kernel, memory, or execution context. Security through separation, not software promises.

Global coverage, local performance

250,000+ edge access points extending to towers and aggregation facilities. Deploy AI where autonomy happens—everywhere.

Predictable, always

Single-tenant infrastructure eliminates performance variability. Consistent, reliable operation for systems where failure isn't an option.

THE

Safety Gap

Safety-critical means no compromises

Autonomous systems can't wait for round-trips. Compare infrastructure built for split-second decisions.

Bare-metal, dedicated

Edge inference <100ms

Physical hardware separation

Predictable performance

Others

Virtualized, shared

Cloud round-trip

Logical isolation

Noisy neighbors

THE

Edge

Why autonomy demands Edgevana.

EdgeAI™ brings inference to towers, aggregation points, and ultra-edge facilities

Full-stack AI support from connectivity (EdgeLink™) to orchestration to deployment

Battle-tested distributed systems expertise from running Solana at scale

Network effects: more edge locations = faster, denser coverage for everyone

Deploy AI where autonomy happens.

Sub-100ms inference at towers and ultra-edge facilities. Talk to our autonomous systems team.