Physical AI Runs on Ground Truth

MultiSet is the independent VPS infrastructure that gives every robot, drone, headset, and worker the same centimeter-accurate map of the physical world. Scan-agnostic. Deploy anywhere. No vendor lock-in.

Maps For Humans + Machines

Infrastructure That Versions, Stitches, and Survives Change

A unified workflow to map any facility - multi-floor, indoor, outdoor, low light, even visually identical objects and spaces. Anchors and annotations re-register themselves as the world changes.

Augmented Reality Enterprise Alliance (AREA) - 15th AREAResearch Report, September 2025

Most Robust VPS

Augmented Reality Enterprise Alliance (AREA) - 15th AREA
Research Report, September 2025
Feature
MultiSet VPS
Others
Robustness
≤5 cm accuracy, low drift; instant 6-DoF relocalization in tough light, weather, and motion.
Drops or drifts under glare, low light, or occlusion; slower re-locks.
Scan-Agnostic
Use what you have - LiDAR, E57/point clouds, textured meshes, Gaussian splats.
Pre-mapping lock-in to a vendor app or limited file formats.
Multi-Floor Persistence
Plant-wide continuity - auto-stitches floors/ buildings; safe re-maps keep anchors/ semantics.
Manual linking; updates can break anchors and content.
Dynamic Environments
Change-tolerant - stays stable as equipment or layouts move; minimal re-scans.
Static-scene bias; frequent re-mapping to maintain accuracy.
Indoor ↔ Outdoor Transitions
Seamless handover - top indoor performance with clean transitions to GNSS/RTK, IoT, UWB.
Outdoor-first stacks struggle indoors and at thresholds.
Deployment Flexibility
Your cloud or ours - public, private, on-prem, or on-device/offline; full data ownership.
Vendor-cloud default; limited offline/on-prem and data control.
Support
24/7 engineer-led SLAs; SDKs for Unity, iOS, Android, WebXR, Quest.
Support varies; forum-first or business-hours only; narrower SDKs.
Read the Report
Companies We Work With

One pipeline. Any scan. Any modality.

Any Reality Capture

One pipeline for any scan

LiDAR, E57, Gaussian Splats, 360 videos, textured meshes, iPhone scans, drone captures - no rescanning, no proprietary capture app, no vendor lock-in
Infinite Scale

Plant - Campus - City

Stitch maps across floors, buildings, and outdoor environments. Multi-floor persistence with zero drift. Auto-registered re-maps that preserve every anchor, annotation, and semantic layer.
Any Output

Every device humans and machines use

One SDK. Unity, Web, iOS, Android, Quest, ROS2. Deploy to mobile, headsets, smartglasses, drones, robots, and browsers - from same build, same ground truth.

Complete Cloud Choice For Physical AI

Neon purple cloud outline with interconnected glowing nodes representing cloud network or cloud computing.

MultiSet Managed Cloud

Purple neon cloud with a shield and lock icon symbolizing cloud security on a dark background.

Enterprise Private Cloud

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On Device (Offline)

Use Cases

Frequently asked questions
What is MultiSet AI?

MultiSet AI is the independent spatial infrastructure layer for Physical AI. We give cameras, headsets, mobile apps, drones, and robots precise 6-DoF localization against a shared, scan-agnostic map of the physical world — so every modality reads the same ground truth. The result: reliable navigation, inspection, training, robotics handoff, and digital-twin overlay across complex indoor and outdoor environments.

How is MultiSet different from other VPS or AR toolkits?

Three things make MultiSet structurally different. (i) Independent: we are not owned by a reality-capture vendor, a hyperscaler, or a headset OEM, so your customer relationship and capture pipeline stay yours. (ii) Scan-agnostic: we ingest ten plus formats from the reality-capture tools you already own, not a proprietary capture app. (iii) Deploy anywhere — our cloud, dedicated cloud, private VPC, or on-device, including air-gapped. The output: low drift, low latency 6-DoF localization that scales from one bay to an entire campus, on Unity, iOS, Android, WebXR, Quest, and ROS 2 — without lock-in to any layer of the stack.

Will MultiSet fit our existing stack and security requirements?

Yes. Bring your current scanners and devices. Choose public cloud, private cloud or VPC, self-hosted, or on-device deployment. Data is encrypted in transit and at rest, with enterprise identity and audit controls — designed for regulated, defense-adjacent, and air-gapped environments. One hundred percent of MultiSet deployments are private, consented, and enterprise-controlled.

How fast can we go from pilot to campus-wide coverage?

Teams typically stand up a first localized scene in minutes using SDK samples, then expand by stitching scans into map sets for seamless indoor-to-outdoor and multi-building continuity. Production deployments scale to fifteen million plus square feet without performance loss. Versioned re-maps preserve every anchor and annotation, so content authored on day one stays valid as the physical environment evolves.

What outcomes should we expect in the first 90 days?

Common early wins: guided AR workflows and wayfinding, faster operator training, AR-assisted inspection and QA, context-aware IoT overlays, and consistent robotics navigation — measured in reduced task time, reduced error rates, reduced downtime, and higher adoption of digital procedures. Pattern from a Fortune 100 industrial customer in private cloud production: 2.5× technician productivity on maintenance asset finding; 4× MTTR reduction on critical incidents.

How do we buy and get started?

Start on the free tier to prototype. Production pricing aligns to usage — maps, API calls, and map area — with optional SLAs for private-cloud and on-device deployments. If you are migrating from a retired or legacy spatial anchor service, we provide guided migration with minimal app changes. Book a demo, import or capture a pilot scan, and ship your first experience.