Blog | Miris

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Why 3D delivery needs its own infrastructure stack

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.

Why glTF works until it doesn't, and what comes next

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.

Playbook and Miris team up to unlock high-fidelity 3D asset review

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.

The configurator tax: Why your best 3D work never ships

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

Public beta opens March 24

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!

Scaling 3D into online retail: Why technical constraints limit product storytelling

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.

Why field-based representations win for streaming 3D content

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.

Spatial computing is not 3D

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.

Why 2026 Is the year 3D distribution finally catches up to creation

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.

Why high-fidelity 3D still can’t scale to millions of users (and how we fixed it)

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.

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Technical deep-dives on adaptive spatial streaming, the infrastructure challenges of 3D at scale, and what we're learning as we build. Written by the team doing the work.

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Public beta opens March 24

Scaling 3D into online retail: Why technical constraints limit product storytelling

Why 2026 Is the year 3D distribution finally catches up to creation

We streamed 100GB+ 3D environments to a 4-year-old laptop GPU — Here’s what we learned

The Miris mission: Instant streaming of 3D spatial content at scale

Recent posts