Miris streamed an engineering-grade digital twin of a jet engine at NVIDIA GTC, demonstrating a new infrastructure pattern for delivering Physical AI assets to any device.

Miris public beta launches today. Teams can sign up, upload OpenUSD assets, and stream adaptive high-fidelity 3D to any device.

Miris brings spatial streaming into Voxel51's data platform, enabling Physical AI teams to visualize high-fidelity 3D reconstructions directly inside their data workflows without cloud GPU dependencies.

Miris and CoreWeave created a specialized stack to solve the 3D delivery gap. By optimizing assets on CoreWeave's NVIDIA GPU cloud and streaming adaptively via Miris, they enable high-fidelity 3D content delivery at scale without per-user GPU costs.

glTF solved real problems for lightweight web 3D delivery. But when teams push beyond its design constraints, the optimization tax reveals a structural limitation in how the industry approaches 3D at scale.

3D production review has a proxy problem. Miris integrates with Playbook to stream full-fidelity 3D assets interactively in the browser, eliminating turntable exports, format conversions, and DCC tools from the review cycle.

Every configurator project starts the same way. A client approves a photorealistic render. Your team quotes the build. Then reality sets in.

Miris public beta opens March 24! See how adaptive spatial streaming delivers high-fidelity 3D to web browsers in sub-second time, eliminating the tradeoffs of client-side rendering & pixel streaming. Sign up for developer access now!

Streaming 3D eliminates costly optimization, delivering fast, photorealistic visuals across full product catalogs. Retailers see higher conversion, fewer returns, and scalable high-fidelity experiences that today’s download-first 3D can’t achieve.

Field-based 3D (like Gaussian Splatting) beats meshes (glTF) for streaming high-fidelity web content, particularly on mobile. Key reasons: faster decoding, better compression, and superior graceful degradation. Let's dig in.

Stereoscopic 3D creates depth you can see. Spatial computing creates objects you can interact with. The shift from passive viewing to active engagement is already happening on smartphones, browsers, and headsets. Here's why it matters.

Our CPO Will McDonald shared insights on 3D streaming in POST Magazine and TVBEurope’s 2026 outlook. It highlights Miris’ mission: creation of high-fidelity 3D is accelerating, but distribution hasn’t kept pace. That gap is closing.

High-fidelity 3D can’t scale because download-first and cloud-rendered delivery is slow, costly, and hardware-limited. Miris solves this with adaptive 3D streaming that enables instant, photorealistic, device-agnostic experiences at massive scale.

We successfully streamed over 100 GB of 3D environments to a 4-year-old laptop GPU, demonstrating that high-fidelity, large-scale 3D content can run on modest hardware without performance compromises.

Miris is building infrastructure to stream interactive 3D spatial content instantly and device-agnostically, making high-fidelity 3D accessible at global scale for real-time consumer experiences.