Building the future
of real-world AI.

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WHY WE EXIST

We put AI where work happens to drive greater real-world outcomes.

AI is a great enabler: it simplifies work, reduces toil, amplifies natural abilities, and helps us achieve greater output. Wherever technology exists—machines, sensors, computers—we believe AI should be there to help us interact with it seamlessly.

For AI to reach everyone and everywhere work happens, it needs access to hard-to-reach operational systems—manufacturing, utilities, and critical infrastructure. These environments underpin our society, yet were left behind in the cloud era. They’re full of trapped data and are constrained by the limits of physical systems where AI cannot reach.

We founded Edgescale to bridge this divide. We are building the ecosystem that allows the physical world to catch up to the digital world, unlocking the potential of AI everywhere, for everyone.

what we do

We help people and organizations outperform with AI—wherever their work happens.

We enable real-world productivity gains by distributing AI to the environments where work gets done. We bridge the divide between isolated devices in harsh operating environments with rapidly iterating modern software, creating a unified and thriving ecosystem.

Edgescale accomplishes this by delivering AI systems-in-a-box that can be deployed anywhere, at massive scale, while ensuring the privacy of your critical data. By solving and abstracting foundational technical challenges, we empower you to focus on what matters: the interaction between your technology and the people who rely on it. The result is a solution that simply works — seamlessly tapping into the right data and systems to get work done.

where we come from

Our experience is rooted in first principles and proven scale.

We’re engineering an AI-connected future, grounded in hard-learned lessons of building technologies that run the world. Backed by a team of AI-native practitioners—who were creating AI before it had a name—we possess the rare combination of massive-scale operational expertise and deep innovation. This is what we do.

Our Ecosystem

We partner with world leaders in AI, software, hardware—organizations that define modern technology and operational excellence—to advance shared goals and accelerate what’s possible.

Our Team

Our engineers, agents, and practitioners use AI to advance AI, continuously adapting to and shaping a new, rapidly-evolving technology landscape.

Our Founders

Marc Rouanne, Brian Mengwasser, and David La Placa have built, partnered with, and invested in the foundational technology companies that underpin the internet and the cloud, spanning global ecosystems and millions of operating sites worldwide.

WHERE WE ARE GOING

We are eliminating the boundaries of AI.

We live in a fragmented digital and physical landscape: the cloud is expansive and limitless, yet the edge is discrete, rigid, and disconnected. Critical industries struggle to apply intelligence because the infrastructure required to support it simply doesn’t exist. This disparity is the challenge that drives us: to break down these boundaries so our customers can reap the windfalls of modern software and AI at the extreme scale of the edge.

This is where the world has always needed to go—universal gains in productivity from software—we just didn’t have the technology and business models to do so until now. Edgescale is making it happen: by transcending the boundaries of cloud software and drawing on our experience deploying global-scale technologies, we are building the new operational AI ecosystem that scales AI in the real world.

Unlock AI-powered output anywhere.

Talk to us