Memory Unlock
Reliable: Inference on Constrained Systems
4× AWS Intel Xeon VMs · 8GB RAM each · ~700µs latency
Edge, on-prem, or cloud
Any hardware
No compromises
You have the compute. It's already out there, OpenInfer makes it think together
End-to-end enterprise inference
structure that connects distributed,
heterogeneous edge compute – CPUs, GPUs,
NPUs – into one coordinated AI system
What if AI was :
Maximize ROI
Your control
Always-on
To achieve this,
AI must run where data lives
— on Edge
What if Edge could be :
Agnostic
—To Deploy
—Unbound
A full-stack enterprise inference infrastructure that turns your distributed edge compute into one coordinated AI system — without moving your data, changing your models, or replacing your hardware.
Performance
Real benchmarks on commodity hardware — the kind already sitting in your infrastructure.
Learn moreMemory Unlock
4× AWS Intel Xeon VMs · 8GB RAM each · ~700µs latency
Large Model at Edge
4× AWS Intel Xeon VMs · 32GB RAM each · ~700µs latency
Mixed Topology
2 PCs, one with 2 GPUs, one with 1 GPU, over Ethernet
Who we are
Silicon Architectures,
One Runtime
Unlocking of Idle
Enterprise CPU
We are a team of distributed systems veterans who have designed and shipped enterprise-scale infrastructure at Meta, Google, IBM, and Apple
Starting with large language models and expanding to vision and world models across CPUs, GPUs, NPUs, and custom silicon.
We have unlocked a massive opportunity in unused compute, enabling inference at dramatically lower cost. From private data centers to on-premise infrastructure, openInfer customers are already seeing the difference.
OpenInfer Partners
Who it's for?
"Disconnected Autonomy"
High-reasoning inference in air-gapped zones where cloud connectivity is a liability, not an option. Defense and Primes, National Security, Intelligence, Emergency Response, and Tactical Command Centers.
"The IT/OT Intelligence Bridge"
Harvest "dead compute" from remote sensors and factory-floor servers to run real-time local agents without bandwidth lag. Oil & Gas, Mining, Smart Manufacturing, Logistics, and Smart Warehousing.
"The Private Agentic Mesh"
Eliminate the cloud "Agentic Tax" and data-leak risks by running massive 70B+ models on your existing AI PCs and idle office workstations. SMBs, Financial Services, Healthcare, Legal, and Distributed Remote Teams.
Access the OpenInfer Runtime Infrastructure Architecture
Whitepaper to learn how we're redefining inference at the edge