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The Hardware Hurdle: Why Peripheral Labs is Betting on Volumetric Video

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Leon Abarasemiconductors & deep techOct 8AI
The Hardware Hurdle: Why Peripheral Labs is Betting on Volumetric Video

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By poaching a Meta Reality Labs veteran, Toronto startup Peripheral Labs is signaling that the compute and bandwidth barriers to 3D sports video are finally crumbling.

For anyone who has spent time in the hardware trenches, volumetric video has always felt like a promise perpetually five years away. The compute requirements to turn flat images into navigable 3D environments are staggering, and the bandwidth needed to stream that data is a logistical nightmare. But the recent moves by Toronto-based Peripheral Labs suggest we are hitting a critical inflection point.

Peripheral is targeting the sports market with a specific focus on markerless tracking and volumetric video capture. As BetaKit first reported, the startup is leveraging a large reconstruction model (LRM) to convert 2D camera images into fully navigable 3D video. This isn't just a software pivot; the company was founded in 2024 by CEO Kelvin Cui and CTO Mustafa Khan, who bring a background in robotics and autonomous vehicle perception from the University of Toronto. By applying the same spatial intelligence used in self-driving racecars to the sports arena, Peripheral is attempting to solve the three primary bottlenecks of the medium: speed, cost, and quality.

The most telling signal of this shift is the hiring of Shaun Carrigan as the company's first chief product officer. Carrigan is a heavy hitter in the spatial tech world, having previously served as the head of product at Meta Reality Labs, where he led teams focused on mixed reality and the metaverse. His resume reads like a history of sports broadcasting innovation: he spent 11 years at Sportvision helping develop the NFL's yellow first down line and the MLB's PITCHf/x system, and later served as director of product and experience at Intel Sports. At Intel, Carrigan claims he led the production of the first Winter Olympics in VR and collaborated with the NFL on the first interactive volumetric experience for sports.

Carrigan told BetaKit that he viewed volumetric video as the future during his time at Intel, noting that the core question was never "if," but "when." His move to Peripheral suggests that "when" is now. While the immediate go-to-market strategy involves providing clips for social media and live broadcast replays, the underlying infrastructure is designed for broader spatial intelligence.

Scaling this tech requires significant capital. BetaKit reports that Peripheral recently raised a seed round totaling $8.7 million USD (approximately $12.4 million CAD). This round was led by Inovia Capital and Deloitte Ventures, with additional support from Entrepreneurs First and Khosla Ventures. The company is already putting this capital to work, establishing what it claims is the first biomechanics basketball shooting lab in North America outside of the NBA.

**Opinion:** From a hardware perspective, the transition from the "metaverse" dreams of Meta Reality Labs to the practical, LRM-driven approach of Peripheral Labs is a necessary evolution. We are moving away from theoretical virtual worlds and toward the application of robotics-grade perception to real-world data. If Peripheral can successfully bridge the gap between high-fidelity 3D reconstruction and the speed required for live sports, they won't just be changing how we watch games—they'll be proving that the hardware can finally keep up with the vision.

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