Fail Fast in the World of Volumetric Video - Three Part Series

For the past 10 years, we have had the rare opportunity to fail fast in the world of volumetric video.

We have not only tested volumetric systems. We have invent them. Over the past decade, our work has spanned original R&D, patent development, capture system design, reconstruction workflows, streaming architectures, standards, and use-case validation. We have tested, broken, rebuilt, and rethought volumetric systems across multiple generations of the technology.

That was intentional.

We did not believe the technology, infrastructure, or market was ready to be forced into a product too early. Even today, we are careful about where we believe volumetric video is truly ready for production.

Our experience has spanned pure R&D, applied R&D, standards work, technical showcases, and ecosystem strategy. We have worked with industrial cameras, structured light, time-of-flight systems, Intel RealSense, Azure Kinect, Orbbec systems, RGB-based capture, IR wavelength segmentation, deep learning for 2D-to-3D generation, NeRF, multi-frame NeRF, and multi-frame splats. We have built and evaluated small capture stages, real-time capture systems, and an 8K live capture system using 56 cameras focused on real-time streaming.

We have also spent years studying the ecosystem around volumetric media: the companies, standards bodies, production workflows, infrastructure requirements, distribution challenges, and use cases that need to align for this medium to succeed.

That work helped shape our involvement in the Volumetric Format Association, where we have contributed to standards discussions, published technical material, and continued to advocate for an ecosystem approach. One of our clearest lessons is that no single company can solve volumetric video alone. The industry needs standards, interoperability, shared infrastructure, and honest conversations about what works and what does not.

That honesty matters because volumetric video has gone through repeated hype cycles.

A trade show demo, a brand activation, a new rendering method, a compression claim, or a visually impressive reconstruction can make the hard problems look solved. But the hard problems are usually not the demo. They are the capture quality, calibration, infrastructure, workflow, cost, audience behavior, and repeatability required to turn a demo into a scalable media pipeline.

By 2022, much of the volumetric industry had started to pull back. Hyperscalers shifted focus. Startups wound down. Capture stages closed or changed direction. Use cases that once sounded inevitable began to look impractical.

At the same time, a new generation entered the space through Gaussian splats.

That new energy is valuable.

That energy should not have to repeat the same mistakes. It should stand on the shoulders of giants. This is why we are writing Fail Fast in the World of Volumetric Video series.

It is about sharing the technical, strategic, and business lessons we have learned from a decade of testing what breaks, what scales, and what only works as a one-off. This three-part series focuses on:

1. It is all about garbage in, garbage out! Why the quality of a volumetric pipeline is determined long before reconstruction begins. Lenses, sensors, color balance, calibration, and point cloud cleanup all shape the cost and quality of everything downstream.

2. Let's be real about the economics of volumetric use cases. Why immersion is not enough, and why a use case only works when the content value, audience, infrastructure, and business model justify the cost over the traditional workflow.

3. Where do we go from here? Why volumetric video needs to become more than a series of impressive demos. The path forward requires standards, interoperability, honest technical discussion, hardware and software alignment, audio, consumer adoption, and a real ecosystem built around volumetric media as a media format.

The goal is not to criticize the industry, it is to help the next generation of volumetric creators, engineers, researchers, investors, and media companies focus on the right problems earlier.

Because in volumetric video, failing fast is not about giving up: It is how you find the path that can actually scale.

We invite everyone who is helping shape the future of volumetric video: those who have pivoted from structured light to RGB cameras, from volumetric tools to sports, from visual effects to mobile capture, and from research prototypes to production systems. We welcome those who have only known a world of Gaussian splats, those building stages, those advancing research, those developing patent portfolios, and everyone in between.

Join us in the conversation about how we fail fast, learn faster, and build a stronger future for volumetric video together.

Welcome to Fail Fast in the World of Volumetric Video - Three Part Series!