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You create the physical world,
We bring intelligence right
where it happens

Al inference belongs where data is. Edge-native infrastructure designed around power, cost, and inference reliability across any compute topology.

Power Efficient

Power Efficient

Lower Cost

Lower Cost

Always On

Always On

The Reality of Edge Inference Today

Edge AI promises data-center intelligence in the real world
But today's edge environments are fragmented, constrained, and unreliable. Teams are asked to deliver cloud-level
performance across systems that were never designed to work together.

The Core Challenges:
Core Challenges Diagram

OpenInfer Capability

Turn existing compute nodes into a unified inference fabric with datacenter-class performance

OpenInfer Solution Diagram

Topology-Aware Edge Infrastructure

OpenInfer is designed to unlock AI performance from the hardware you already have, while giving you a more efficient path forward as systems evolve.

Whether you're connecting existing compute systems or building new edge systems, OpenInfer delivers data-center-class inference without requiring expensive, monolithic hardware

OpenInfer turns distributed compute nodes into a unified inference mesh that behaves like a single cluster for large workloads and large context models, delivering scalable, low latency compute.

Compute Node Mesh

OpenInfer unifies diverse hardware into a cost efficient hyperscale AI fabric, allowing many edge devices to operate as one high capacity system and enabling efficient scaling for demanding models.

Hyperscalar for Edge

OpenInfer enables all compute nodes to cooperate seamlessly with the cloud, delivering edge first AI inference that becomes more capable whenever connectivity is available. Workloads distribute effortlessly across edge and cloud for maximum performance and resilience.

Seamless Edge to Cloud

OpenInfer Whitepaper

Access the OpenInfer Runtime Infrastructure Architecture Whitepaper to learn how we're redefining inference at the edge

Learn More
Whitepaper

Market Segment Offering

On-Prem Becomes AI

Turn CPU, GPU, and custom silicon server racks into inference-ready AI infrastructure. openinfer enables simple deployment across complex on-prem topologies, allowing organizations to run advanced inference directly on local data. Maintain full data sovereignty while controlling infrastructure cost.

Markets: Finance, government, healthcare, legal, and regulated enterprises.

Edge Hubs That Think Together

Bring cloud-like inference closer to physical systems. openinfer powers edge hubs that coordinate reasoning across cameras, drones, robots, and sensors, enabling collaborative intelligence with low latency. Run complex inference where data is generated and systems must act together in real time.

Markets: Security, industrial automation, smart cities, robotics, and defense.

Devices That Become Compute

Unify multiple chips and compute nodes into powerful on-device inference systems. openInfer transforms distributed hardware into a single adaptive inference engine, delivering high-performance AI without cloud dependency. Designed for environments where power, connectivity, and reliability are constrained.

Markets: Robotics, aerospace, satellites, autonomous systems, and advanced drones.

OpenInfer Partners

OpenInfer Partners

Inside the OpenInfer Infrastructure

Follow new releases, engineering breakthroughs, and examples of Local AI in action - all from our team to inform your production work

Introducing Mementos
October 27, 2025

OpenInfer Joins Forces with Intel and Microsoft to Accelerate the Future of Collaboration in Physical AI

Today, we're excited to share a big step forward for OpenInfer: we've officially joined the Intel Partner Alliance and Microsoft's Pegasus Program. These are two of the most influential innovation...

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September 23, 2025

Why Desktop File Operations Fail on Android: A Developer's Guide

Porting desktop code to mobile often breaks because mobile file systems are sandboxed and heavily restricted compared to desktop environments. Operations like using relative paths, hardcoded...

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September 11, 2025

Introducing Mementos: A New Concept Demo from Openinfer

For enterprises, AI isn't just an opportunity-it's a liability. Privacy breaches, security gaps, and loss of control can cost more than any productivity gains. From regulatory crackdowns to leaked...

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Interested in local Al?

Be among the first to experience Openinfer's enterprise-grade framework for building local-first applications.

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