Edge AI is a production requirement across automotive, robotics, and industrial verticals, but the infrastructure underneath it doesn't exist. Every team deploying models on edge devices rebuilds memory management, platform abstraction, and monitoring logic from scratch. The hardware is fragmenting across dozens of chipsets and runtimes. No single vendor's tools cover the stack. The developer experience is years behind what cloud teams take for granted. The opportunity: Build the software and tooling layer that makes edge hardware usable — frameworks that abstract across platforms, memory managers that optimize dynamically, observability stacks that surface what's happening inside a deployed model running on a sensor or a vehicle. Start with the highest-cost-of-failure verticals (autonomous vehicles, industrial robotics), then expand into the full edge AI developer stack. We're looking for Founders to leverage their domain expertise, and care deeply about the developer experience. You've shipped inference at the edge and hit the wall on memory, latency, or platform lock-in. You've debugged a model that ran fine in the cloud and failed on the device. You know the gap isn't the model. It's the infrastructure underneath it. We are convinced AI can deliver the outcomes better than humans to build full-stack, AI Native services in industries where outcomes depend on expertise, regulation, and trust. While we're actively building out these ideas, Forum Ventures is always open to hearing from founders with bold, original ideas. If you're working on an early-stage B2B SaaS company, even at the idea stage, pitch us still.
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Job Type
Full-time
Career Level
Executive
Education Level
No Education Listed