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MultiSet Visual Positioning System (VPS) for Spatial Intelligence

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Press Release

·
July 15, 2026
MultiSet AI v2.1.0 Released: Deep Search Localization, Partial Map Updates, and a Georeference API for Production Spatial Computing
New release gives production deployments a second localization engine selectable per query, map updates at the section level instead of full re-scans, an API that ties any spatial map to real-world WGS84 coordinates, and team roles across every account.

VPS

·
July 3, 2026
Auggie Award 2026 Best Developer Tool: MultiSet AI | Why Independent VPS Validation Matters
MultiSet AI won the Auggie Award 2026 for Best Developer Tool at AWE USA. Here's why independent validation, not vendor claims, should drive your VPS decision.

VPS

·
June 24, 2026
Best 3D Scanners for VPS Mapping: Indoor & Outdoor Guide
Which 3D scanner works best for VPS mapping? Match capture hardware - iPhone LiDAR, 360, Matterport, NavVis, FARO, Leica, XGRIDS - to your space, indoors or out.

VPS

·
June 16, 2026
Pretty Just Got Cheap. True Is Still Scarce.
The 360-to-splat boom and the missing index layer. A 360 camera plus a disciplined twenty-minute walk now produces a photorealistic 3D scene of almost any space.

Press Release

·
June 16, 2026
360-to-VPS Pipeline + VPS Gen2 Launch | MultiSet AI
MultiSet launches a single pipeline turning one Insta360 capture into a centimeter-accurate VPS map and a Gaussian Splat, powered by the new VPS Gen2 engine.

Press Release

·
June 15, 2026
MultiSet AI VPS Gen2: Localization, Leveled Up
Our next-generation Visual Positioning System localizes more queries, in harder spaces, with far fewer confident-but-wrong poses — trained and evaluated on a diverse cross-section of real-world environments.

Press Release

·
May 12, 2026
MultiSet AI Launches Map Versioning, Making Enterprise Spatial Maps a Living, Upgradeable Infrastructure Layer
New capability lets operators, platforms, and builders refresh production maps over time with the same or different scanning hardware, without re-authoring anchors, navigation paths, or AR content.

Press Release

·
April 22, 2026
MultiSet AI Launches World’s First 3DGS-to-VPS Pipeline, Advancing True Scan-Agnostic Spatial Computing
New integration eliminates hardware lock-in, allowing developers to transform metric-scaled 3D Gaussian Splats into centimeter-accurate, cross-platform AR maps.

VPS

·
April 20, 2026
VPS on Smart Glasses: Visual Positioning on Meta Ray-Ban | MultiSet AI
MultiSet AI's VPS SDK brings centimeter-accurate visual positioning to Meta Ray-Ban smart glasses. Learn how it works, what it unlocks, and how we handle privacy.

Press Release

·
March 30, 2026
MultiSet v1.11.1: Meta Ray-Ban VPS, Localization Heatmaps, and Smarter MapSet Management | MultiSet AI
Meta Ray-Ban SDK support, localization success heatmaps, precision GeoHint query controls, and a rebuilt MapSet workflow. Live now.

VPS

·
March 18, 2026
VPS Just Had Its Mainstream Moment. Here’s What Enterprises Should Know | MultiSet AI
Visual positioning systems hit mainstream headlines. Here’s what that means for enterprise spatial computing, and what to look for when choosing a VPS for production.

VPS

·
March 10, 2026
Marker-Based vs Markerless AR Localization in Construction: What Actually Works on Site
When QR codes are perfect and when markerless VPS is the only scalable answer for persistent BIM overlays, navigation, and low-drift tracking.

Press Release

·
December 12, 2025
MultiSet v1.10: On-Device VPS for iOS, Multi-Object Model Tracking, and Expanded Scan Support
we’re excited to release MultiSet v1.10, a major update that pushes more of our Visual Positioning System (VPS) to the edge

Press Release

·
November 25, 2025
MultiSet AI v1.9.1–v1.9.3: XGrids & NavVis Support, Matterport MatterPak On‑Cloud, and Cross‑Platform VPS Performance
MultiSet AI, the enterprise visual positioning and spatial mapping platform, today announced three rapid releases

Spatial Intelligence

·
September 2, 2025
The Ultimate Guide to Markerless Object Tracking with ModelSet
Azure’s Spatial Anchors retired on Nov 20, 2024. If you’re migrating, this post walks you through a modern, multi-platform path.

Augmented Reality

·
July 11, 2025
Can We Prototype Location-Based AR in 10 Minutes?
A Curious Dive into No-Code Authoring with MultiSet Content Space

Press Release

·
July 5, 2025
MultiSet AI Earns “Most Robust” Ranking in AREA’s 2025 Enterprise Visual Positioning System Report
The independent study awarded MultiSet perfect scores in environmental resilience, map-to-map navigation, and developer support, and named it the “most robust solution” among six global VPS vendors.

VPS

·
June 25, 2025
Enhancing VPS Accuracy in Dynamic Outdoor Environments with MultiSet AI and Sensor Fusion
This technical deep-dive explores how MultiSet AI-powered VPS, combined with advanced sensor fusion, is improving outdoor localization accuracy and reliability.

VPS

·
June 9, 2025
LiDAR + Vision Fusion: The Scan-Agnostic Visual Positioning System Behind Enterprise-Scale AR
A “best AR VPS platform” must effectively digest any scan, localize across several floors, and update only the changing zones. MultiSet AI’s VPS was engineered specifically for this purpose.

VPS

·
June 4, 2025
Indoor AR That Stays Locked-On: Visual Positioning Systems for Dynamic Manufacturing Operations & Warehouses
MapSet stitches multiple floors and zones into one seamless spatial layer, while rapid re-mapping hot-patches only the sections that change.

Spatial Intelligence

·
May 29, 2025
AR That Works in the Real World: How MultiSet AI Delivers Reliable Field Service Visual Positioning System
Augmented Reality is transforming field service operations by overlaying digital information onto real-world equipment.

VPS

·
March 18, 2025
Reducing AR Location Drift with a Multi-Frame VPS Localization Query API
MultiSet AI’s approach uses multiple camera frames in each localization query.

VPS

·
February 17, 2025
MultiSet Visual Positioning System (VPS) supports Third-Party scans
MultiSet VPS can now provide reliable, centimeter-level localization on these diverse mapping platforms.
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All
Spatial Intelligence
VPS
Press Release
Augmented Reality

Press Release

·
Aug 26, 2026
MultiSet AI v2.2.0 Released: 360° Virtual Tour APIs, Camera Intrinsics, and Metric Scaling for Marker-Less 360 Capture
New release turns every MultiSet map into a navigable 360° tour, works out lens settings for cameras that arrive without calibration data, sets true real-world scale on marker-less 360 captures, and makes large scan uploads resumable.

VPS

·
Aug 7, 2026
Your 3D and GIS Data Is Already a Map. Turn It Into Visual Positioning.
Turn the 3D tiles, splats, meshes and point clouds you already own into a live Visual Positioning System. No re-survey. No recapture. Centimeter 6-DoF.

Press Release

·
Jul 15, 2026
MultiSet AI v2.1.0 Released: Deep Search Localization, Partial Map Updates, and a Georeference API for Production Spatial Computing
New release gives production deployments a second localization engine selectable per query, map updates at the section level instead of full re-scans, an API that ties any spatial map to real-world WGS84 coordinates, and team roles across every account.

VPS

·
Jul 13, 2026
Vision-Based RTLS: The Third Architecture for Real-Time Location
What vision-based RTLS is, how it compares to UWB, BLE and camera systems on cost and accuracy, and a decision framework for healthcare, manufacturing, warehouse and oil & gas.

VPS

·
Jul 6, 2026
Camera Pose Estimation: From First Principles to a Shared Map
Camera pose estimation from intrinsics and extrinsics to 6-DoF tracking and shared-map localization. A practical guide for CV, robotics, and XR developers.

VPS

·
Jul 3, 2026
Auggie Award 2026 Best Developer Tool: MultiSet AI | Why Independent VPS Validation Matters
MultiSet AI won the Auggie Award 2026 for Best Developer Tool at AWE USA. Here's why independent validation, not vendor claims, should drive your VPS decision.

VPS

·
Jun 24, 2026
Best 3D Scanners for VPS Mapping: Indoor & Outdoor Guide
Which 3D scanner works best for VPS mapping? Match capture hardware - iPhone LiDAR, 360, Matterport, NavVis, FARO, Leica, XGRIDS - to your space, indoors or out.

VPS

·
Jun 16, 2026
Pretty Just Got Cheap. True Is Still Scarce.
The 360-to-splat boom and the missing index layer. A 360 camera plus a disciplined twenty-minute walk now produces a photorealistic 3D scene of almost any space.

Press Release

·
Jun 16, 2026
360-to-VPS Pipeline + VPS Gen2 Launch | MultiSet AI
MultiSet launches a single pipeline turning one Insta360 capture into a centimeter-accurate VPS map and a Gaussian Splat, powered by the new VPS Gen2 engine.

Press Release

·
Jun 15, 2026
MultiSet AI VPS Gen2: Localization, Leveled Up
Our next-generation Visual Positioning System localizes more queries, in harder spaces, with far fewer confident-but-wrong poses — trained and evaluated on a diverse cross-section of real-world environments.

Press Release

·
May 19, 2026
MultiSet AI v1.14.0 Released: Map Versioning, On-Device VPS on Android, and Faster Localization for Production Spatial Computing
New release delivers the long-anticipated enterprise unlocks the platform has been building toward: spatial maps that survive physical change, on-device localization on Android with full hint API parity across every on-device VPS SDK, and material latency improvements across the VPS query path.

Press Release

·
May 12, 2026
MultiSet AI Launches Map Versioning, Making Enterprise Spatial Maps a Living, Upgradeable Infrastructure Layer
New capability lets operators, platforms, and builders refresh production maps over time with the same or different scanning hardware, without re-authoring anchors, navigation paths, or AR content.

Press Release

·
Apr 22, 2026
MultiSet AI Launches World’s First 3DGS-to-VPS Pipeline, Advancing True Scan-Agnostic Spatial Computing
New integration eliminates hardware lock-in, allowing developers to transform metric-scaled 3D Gaussian Splats into centimeter-accurate, cross-platform AR maps.

VPS

·
Apr 20, 2026
VPS on Smart Glasses: Visual Positioning on Meta Ray-Ban | MultiSet AI
MultiSet AI's VPS SDK brings centimeter-accurate visual positioning to Meta Ray-Ban smart glasses. Learn how it works, what it unlocks, and how we handle privacy.

Press Release

·
Mar 30, 2026
MultiSet v1.11.1: Meta Ray-Ban VPS, Localization Heatmaps, and Smarter MapSet Management | MultiSet AI
Meta Ray-Ban SDK support, localization success heatmaps, precision GeoHint query controls, and a rebuilt MapSet workflow. Live now.

VPS

·
Mar 18, 2026
VPS Just Had Its Mainstream Moment. Here’s What Enterprises Should Know | MultiSet AI
Visual positioning systems hit mainstream headlines. Here’s what that means for enterprise spatial computing, and what to look for when choosing a VPS for production.

VPS

·
Mar 10, 2026
Marker-Based vs Markerless AR Localization in Construction: What Actually Works on Site
When QR codes are perfect and when markerless VPS is the only scalable answer for persistent BIM overlays, navigation, and low-drift tracking.

Press Release

·
Dec 12, 2025
MultiSet v1.10: On-Device VPS for iOS, Multi-Object Model Tracking, and Expanded Scan Support
we’re excited to release MultiSet v1.10, a major update that pushes more of our Visual Positioning System (VPS) to the edge

Press Release

·
Dec 7, 2025
Zappar's Mattercraft and MultiSet Partner to Bring Enterprise‑Grade Visual Positioning to WebAR
Sub‑5 cm localization, scan‑agnostic mapping, and self‑hosted deployment meet Mattrcraft’s production‑ready WebAR to unlock training, navigation, and maintenance at scale.

VPS

·
Nov 30, 2025
First‑Lock That Sticks: A Developer Playbook for Instant, Reliable AR Cloud Localization
This post distills practical guidance from shipping across complex environments and lays out a clear playbook for AR cloud localization.

Augmented Reality

·
Nov 25, 2025
Streamlining Operations with AR Asset Tracking
AR asset management combines augmented reality technology with asset tracking systems to provide a real-time, interactive view of physical assets.

Press Release

·
Nov 25, 2025
MultiSet AI v1.9.1–v1.9.3: XGrids & NavVis Support, Matterport MatterPak On‑Cloud, and Cross‑Platform VPS Performance
MultiSet AI, the enterprise visual positioning and spatial mapping platform, today announced three rapid releases

Spatial Intelligence

·
Nov 17, 2025
Augmented Reality Applications in Oil and Gas
Explore into the various applications of AR in oil and gas, highlighting practical examples and actionable insights for companies looking to adopt this technology.

VPS

·
Nov 4, 2025
AR Visual Positioning Systems: Enhancing Spatial Awareness
AR spatial positioning refers to the technology that enables devices to understand their position and orientation in the real world.

Spatial Intelligence

·
Oct 28, 2025
LiDAR Image Fusion in Advanced Navigation Systems
Explore into the principles, applications, and benefits of lidar fusion technology, highlighting how it enhances navigation capabilities across various domains.

Spatial Intelligence

·
Oct 24, 2025
Transforming Manufacturing with AR Technology
The integration of AR in manufacturing processes is not just a futuristic concept but a practical tool that is reshaping how factories operate today.

Spatial Intelligence

·
Oct 17, 2025
AR Indoor Navigation: A Warehouse Perspective
Explore the transformative potential of AR indoor navigation from a warehouse perspective, offering practical insights and actionable recommendations for businesses looking to adopt this technology.

Augmented Reality

·
Oct 7, 2025
AR's Impact on Manufacturing Operations & Processes
Explore the profound impact of AR on manufacturing operations, practical applications, and how businesses can leverage this technology to stay competitive.

Augmented Reality

·
Oct 7, 2025
The Benefits of Flexible Scan-Agnostic Mapping Solutions
Explore the key benefits of flexible mapping solutions and how they can transform your approach to spatial data management.

Augmented Reality

·
Oct 7, 2025
Integrating AR with Work Instructions
Explore the benefits, practical applications, and steps to implement AR-enhanced instructions effectively.

Augmented Reality

·
Sep 22, 2025
XR in Construction Engineering: A New Era
The construction industry is undergoing a significant transformation with the integration of Extended Reality (XR) technologies.

Press Release

·
Sep 14, 2025
MultiSet v1.9.0 Launches: Developer-First Visual Positioning System (VPS) Creation
The release introduces a Unity Mapping scene to help teams build white-label iOS Pro mapping experiences.

Spatial Intelligence

·
Sep 9, 2025
Top AR Indoor Navigation Tools & Platforms of Today
Explore the top AR indoor navigation platforms available today, highlighting their features, benefits, and practical applications.

VPS

·
Sep 2, 2025
Matterport E57 Unity AR Navigation in 10 Minutes — Plus: Vuforia Area Targets vs MultiSet VPS for Indoor Wayfinding
In this guide you’ll turn a Matterport® E57 scan into a working indoor AR navigation prototype in Unity.

Spatial Intelligence

·
Sep 2, 2025
The Ultimate Guide to Markerless Object Tracking with ModelSet
Azure’s Spatial Anchors retired on Nov 20, 2024. If you’re migrating, this post walks you through a modern, multi-platform path.

Spatial Intelligence

·
Sep 1, 2025
Unity AR SDK for Indoor Mapping Innovations
Explore how this SDK is revolutionizing indoor mapping, its key features, practical applications, and how you can leverage it for your projects.

Spatial Intelligence

·
Aug 26, 2025
Unity AR Localization SDK: What You Need to Know
Explore the essential aspects of unity sdk localization tools, focusing on their capabilities, benefits, and practical applications.

Augmented Reality

·
Aug 21, 2025
AR Technology in Equipment Inspection Systems
Explore how AR technology is reshaping equipment inspection, the benefits it offers, and practical insights into its implementation.

VPS

·
Aug 12, 2025
Vuforia Area Target Alternative: Upgrade to a Faster, Scan-Agnostic VPS
This guide lays out why starting fresh on MultiSet AI delivers higher accuracy, lower cost, and future-proof deployment modes.

Augmented Reality

·
Aug 11, 2025
Transforming Warehouse Training with AR
This article explores how AR is transforming warehouse training, making it more effective and engaging.

Augmented Reality

·
Aug 8, 2025
The Power of AR Indoor Visual Positioning Tech & Systems
In recent years, augmented reality (AR) has captured our attention in various industries from gaming to healthcare.

Augmented Reality

·
Aug 6, 2025
Unleashing Potential with the MultiSet AI Platform For AR
Explore how the multiset platform in AR is revolutionizing the way businesses and developers create immersive, interactive environments.

Augmented Reality

·
Aug 1, 2025
Revolutionizing Asset & Inventory Tracking with AR
Explore how AR is revolutionizing asset tracking and the benefits it brings to businesses.

Press Release

·
Jul 28, 2025
MultiSet v1.8.0 Launches ModelSet: A Markerless Object Tracking SDK for WebXR, Unity, iOS & Android
The release introduces ModelSet, enabling developers to anchor textured 3D objects with centimetre-level accuracy

Augmented Reality

·
Jul 23, 2025
Augmented Reality in Energy - AR For Oil and Gas
From training to real-time data overlay during operations, the integration of AR is increasingly becoming a game-changer for the industry.

VPS

·
Jul 17, 2025
Beyond Area Targets: The Scan-Agnostic Area Targets Alternative That Super-Charges Indoor AR
If you’ve ever watched a demo collapse under the weight of drifting content, you already know the weak link in most XR stacks isn’t your 3D models or your code

Press Release

·
Jul 16, 2025
MultiSet Releases Visual Positioning System v1.7.0, Bringing “Content Space” Rapid-Prototyping and GPS-Aware GeoHint to Enterprise XR
MultiSet AI, the scan-agnostic Visual Positioning System (VPS) built for large-scale, indoor-outdoor XR, today announced VPS v1.7.0.

Augmented Reality

·
Jul 14, 2025
Augmented Reality for Accurate Localization
Explores how AR is enhancing localization, the technology behind it, and its practical applications.

Augmented Reality

·
Jul 11, 2025
Can We Prototype Location-Based AR in 10 Minutes?
A Curious Dive into No-Code Authoring with MultiSet Content Space

Spatial Intelligence

·
Jul 8, 2025
Azure Spatial Anchors Alternative: Private, Self-Hosted VPS with ~6 cm Accuracy
Step-by-step guide to evaluating alternatives and a concrete migration path to MultiSet AI’s Visual Positioning System (VPS)

Press Release

·
Jul 5, 2025
MultiSet AI Earns “Most Robust” Ranking in AREA’s 2025 Enterprise Visual Positioning System Report
The independent study awarded MultiSet perfect scores in environmental resilience, map-to-map navigation, and developer support, and named it the “most robust solution” among six global VPS vendors.

Augmented Reality

·
Jul 1, 2025
Integrating LiDAR Image Fusion for Advanced Navigation
explore how LiDAR image fusion enhances navigation, the factors contributing to its cost, practical applications, and future trends in navigation and mapping technologies.

Spatial Intelligence

·
Jul 1, 2025
Bridging Indoor-Outdoor AR: Vision-AI Sensor Fusion VPS for Precision and Low Latency
MultiSet’s Visual Positioning System (VPS) combines camera imagery with AI and additional sensors (IMU, GPS, etc.) to localize devices with centimeter-level accuracy and minimal drift.

Press Release

·
Jun 26, 2025
MultiSet: Outdoor VPS Localization, WebXR SDK for Headsets, Native SDKs with App-Free Capabilities
MultiSet AI Announces the Public Release of Version 1.6.5 of its Visual Positioning System (VPS) Platform

Press Release

·
Jun 26, 2025
University of Leeds Students Achieve Indoor AR Positioning & Navigation Breakthrough with MultiSet’s Visual Positioning System (VPS)
A team of final-year Computer Science students at the University of Leeds has successfully demonstrated a pioneering indoor augmented reality (AR) navigation solution using MultiSet’s Visual Positioning System (VPS).

VPS

·
Jun 25, 2025
Enhancing VPS Accuracy in Dynamic Outdoor Environments with MultiSet AI and Sensor Fusion
This technical deep-dive explores how MultiSet AI-powered VPS, combined with advanced sensor fusion, is improving outdoor localization accuracy and reliability.

Augmented Reality

·
Jun 24, 2025
Enhancing Manufacturing with AR Technology
In this post, we will explore various aspects of AR manufacturing solutions and how they can revolutionize the manufacturing landscape.

Augmented Reality

·
Jun 23, 2025
Transforming Industries with Augmented Reality Applications
Augmented reality (AR) is changing the way we interact with our environment.

Augmented Reality

·
Jun 18, 2025
Exploring the Role of Computer Vision in Navigation
explore how computer vision is transforming navigation, enabling a new era of automation, safety, and convenience.

Spatial Intelligence

·
Jun 9, 2025
Understanding the Basics of Indoor Navigation Technology
In this post, we will explore the fundamentals of indoor navigation, its different types, benefits, and future trends.

VPS

·
Jun 9, 2025
LiDAR + Vision Fusion: The Scan-Agnostic Visual Positioning System Behind Enterprise-Scale AR
A “best AR VPS platform” must effectively digest any scan, localize across several floors, and update only the changing zones. MultiSet AI’s VPS was engineered specifically for this purpose.

VPS

·
Jun 5, 2025
How MultiSet VPS Can Improve On-the-Job Training for Nurses with AR-Powered SOPs
With MultiSet, hospitals can author and deploy SOP modules directly beside machines and work areas—accessible via smartphones or AR headsets.

Augmented Reality

·
Jun 4, 2025
How Augmented Reality is Changing Everyday Applications
In this post, we will explore how augmented reality is being incorporated into everyday applications and what that means for the future.

VPS

·
Jun 4, 2025
Indoor AR That Stays Locked-On: Visual Positioning Systems for Dynamic Manufacturing Operations & Warehouses
MapSet stitches multiple floors and zones into one seamless spatial layer, while rapid re-mapping hot-patches only the sections that change.

Spatial Intelligence

·
May 29, 2025
AR That Works in the Real World: How MultiSet AI Delivers Reliable Field Service Visual Positioning System
Augmented Reality is transforming field service operations by overlaying digital information onto real-world equipment.

Press Release

·
May 26, 2025
MultiSet: Android Native SDK with Instant Apps Support for VPS
MultiSet Releases Android Native SDK for Enhanced AR Experiences

Press Release

·
May 21, 2025
MultiSet: iOS Native SDK with App Clips Support for VPS
MultiSet releases iOS Native SDK for their robust Visual Positioning System (VPS), bringing powerful spatial computing capabilities directly to iOS developers.

VPS

·
May 12, 2025
Re-imagining Warehouse Efficiency with MultiSet VPS
Augmented-reality “vision picking” shows what’s possible

Spatial Intelligence

·
Apr 22, 2025
Empowering AI Agents with Spatial Intelligence: The MultiSet VPS Revolution
This blog explores how AI agents can leverage MultiSet VPS APIs for enhanced spatial reasoning and examines the transformative potential across multiple industries.

Press Release

·
Apr 10, 2025
Multiset Introduces MapFoundry: Enabling Visual Localization Across Any 3D Scene
Multiset has announced the release of its new desktop application, Multiset MapFoundry, designed to expand the capabilities of its visual positioning system (VPS).

VPS

·
Mar 29, 2025
Leveraging Location-Based AR for Efficient Warehouse Operations
Location-based AR streamlines the onboarding process by providing intuitive, real-time navigation directly within warehouse facilities.

VPS

·
Mar 18, 2025
Reducing AR Location Drift with a Multi-Frame VPS Localization Query API
MultiSet AI’s approach uses multiple camera frames in each localization query.

VPS

·
Mar 15, 2025
Bring Digital Twins to Life with MultiSet VPS and 3D Spatial Mapping
MultiSet's Visual Positioning System (VPS) and sophisticated 3D spatial mapping brings digital twins seamlessly into the real world through augmented reality (AR)

Press Release

·
Mar 6, 2025
MultiSet VPS v1.5: Boosting AR Localization and Mapping Accuracy
We're thrilled to announce the release of MultiSet v1.5, delivering significant enhancements designed to elevate the precision, reliability, and efficiency of your augmented reality experiences.

VPS

·
Feb 17, 2025
MultiSet Visual Positioning System (VPS) supports Third-Party scans
MultiSet VPS can now provide reliable, centimeter-level localization on these diverse mapping platforms.

VPS

·
Jan 29, 2025
MultiSet VPS: Comparisons with Native Location Anchor
MultiSet VPS offers significant advantages, making it the superior choice for large-scale AR applications.

Press Release

·
Dec 4, 2024
Launching MultiSet Developer platform
MultiSet AI Launches Developer Platform to Revolutionize Location-Based Apps with Sensor-Agnostic VPS Optimized for Indoor Environments.

VPS

·
Nov 13, 2024
Building Visual Positioning System (VPS) for indoor environments.
We have designed our VPS pipeline specifically to excel in indoor scenes.

Spatial Intelligence

·
Sep 23, 2024
Why do we need to Spatial Intelligence to solve fundamental AR problems
Spatial intelligence is crucial for solving fundamental AR (augmented reality) problems because it involves understanding and manipulating objects in a three-dimensional space.
No items found.
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Spatial Intelligence

·
November 17, 2025
Augmented Reality Applications in Oil and Gas
Explore into the various applications of AR in oil and gas, highlighting practical examples and actionable insights for companies looking to adopt this technology.

Spatial Intelligence

·
October 28, 2025
LiDAR Image Fusion in Advanced Navigation Systems
Explore into the principles, applications, and benefits of lidar fusion technology, highlighting how it enhances navigation capabilities across various domains.

Spatial Intelligence

·
October 24, 2025
Transforming Manufacturing with AR Technology
The integration of AR in manufacturing processes is not just a futuristic concept but a practical tool that is reshaping how factories operate today.

Spatial Intelligence

·
October 17, 2025
AR Indoor Navigation: A Warehouse Perspective
Explore the transformative potential of AR indoor navigation from a warehouse perspective, offering practical insights and actionable recommendations for businesses looking to adopt this technology.

Spatial Intelligence

·
September 9, 2025
Top AR Indoor Navigation Tools & Platforms of Today
Explore the top AR indoor navigation platforms available today, highlighting their features, benefits, and practical applications.

Spatial Intelligence

·
September 1, 2025
Unity AR SDK for Indoor Mapping Innovations
Explore how this SDK is revolutionizing indoor mapping, its key features, practical applications, and how you can leverage it for your projects.

Spatial Intelligence

·
August 26, 2025
Unity AR Localization SDK: What You Need to Know
Explore the essential aspects of unity sdk localization tools, focusing on their capabilities, benefits, and practical applications.

Spatial Intelligence

·
July 8, 2025
Azure Spatial Anchors Alternative: Private, Self-Hosted VPS with ~6 cm Accuracy
Step-by-step guide to evaluating alternatives and a concrete migration path to MultiSet AI’s Visual Positioning System (VPS)

Spatial Intelligence

·
July 1, 2025
Bridging Indoor-Outdoor AR: Vision-AI Sensor Fusion VPS for Precision and Low Latency
MultiSet’s Visual Positioning System (VPS) combines camera imagery with AI and additional sensors (IMU, GPS, etc.) to localize devices with centimeter-level accuracy and minimal drift.

Spatial Intelligence

·
June 9, 2025
Understanding the Basics of Indoor Navigation Technology
In this post, we will explore the fundamentals of indoor navigation, its different types, benefits, and future trends.

Spatial Intelligence

·
April 22, 2025
Empowering AI Agents with Spatial Intelligence: The MultiSet VPS Revolution
This blog explores how AI agents can leverage MultiSet VPS APIs for enhanced spatial reasoning and examines the transformative potential across multiple industries.

Spatial Intelligence

·
September 23, 2024
Why do we need to Spatial Intelligence to solve fundamental AR problems
Spatial intelligence is crucial for solving fundamental AR (augmented reality) problems because it involves understanding and manipulating objects in a three-dimensional space.

Spatial Intelligence

·
September 2, 2025
The Ultimate Guide to Markerless Object Tracking with ModelSet
Azure’s Spatial Anchors retired on Nov 20, 2024. If you’re migrating, this post walks you through a modern, multi-platform path.

Spatial Intelligence

·
May 29, 2025
AR That Works in the Real World: How MultiSet AI Delivers Reliable Field Service Visual Positioning System
Augmented Reality is transforming field service operations by overlaying digital information onto real-world equipment.
No items found.
« PreviousNext »

VPS

·
August 7, 2026
Your 3D and GIS Data Is Already a Map. Turn It Into Visual Positioning.
Turn the 3D tiles, splats, meshes and point clouds you already own into a live Visual Positioning System. No re-survey. No recapture. Centimeter 6-DoF.

VPS

·
July 13, 2026
Vision-Based RTLS: The Third Architecture for Real-Time Location
What vision-based RTLS is, how it compares to UWB, BLE and camera systems on cost and accuracy, and a decision framework for healthcare, manufacturing, warehouse and oil & gas.

VPS

·
July 6, 2026
Camera Pose Estimation: From First Principles to a Shared Map
Camera pose estimation from intrinsics and extrinsics to 6-DoF tracking and shared-map localization. A practical guide for CV, robotics, and XR developers.

VPS

·
July 3, 2026
Auggie Award 2026 Best Developer Tool: MultiSet AI | Why Independent VPS Validation Matters
MultiSet AI won the Auggie Award 2026 for Best Developer Tool at AWE USA. Here's why independent validation, not vendor claims, should drive your VPS decision.

VPS

·
June 24, 2026
Best 3D Scanners for VPS Mapping: Indoor & Outdoor Guide
Which 3D scanner works best for VPS mapping? Match capture hardware - iPhone LiDAR, 360, Matterport, NavVis, FARO, Leica, XGRIDS - to your space, indoors or out.

VPS

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June 16, 2026
Pretty Just Got Cheap. True Is Still Scarce.
The 360-to-splat boom and the missing index layer. A 360 camera plus a disciplined twenty-minute walk now produces a photorealistic 3D scene of almost any space.

VPS

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April 20, 2026
VPS on Smart Glasses: Visual Positioning on Meta Ray-Ban | MultiSet AI
MultiSet AI's VPS SDK brings centimeter-accurate visual positioning to Meta Ray-Ban smart glasses. Learn how it works, what it unlocks, and how we handle privacy.

VPS

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March 18, 2026
VPS Just Had Its Mainstream Moment. Here’s What Enterprises Should Know | MultiSet AI
Visual positioning systems hit mainstream headlines. Here’s what that means for enterprise spatial computing, and what to look for when choosing a VPS for production.

VPS

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March 10, 2026
Marker-Based vs Markerless AR Localization in Construction: What Actually Works on Site
When QR codes are perfect and when markerless VPS is the only scalable answer for persistent BIM overlays, navigation, and low-drift tracking.

VPS

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November 30, 2025
First‑Lock That Sticks: A Developer Playbook for Instant, Reliable AR Cloud Localization
This post distills practical guidance from shipping across complex environments and lays out a clear playbook for AR cloud localization.

VPS

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November 4, 2025
AR Visual Positioning Systems: Enhancing Spatial Awareness
AR spatial positioning refers to the technology that enables devices to understand their position and orientation in the real world.

VPS

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September 2, 2025
Matterport E57 Unity AR Navigation in 10 Minutes — Plus: Vuforia Area Targets vs MultiSet VPS for Indoor Wayfinding
In this guide you’ll turn a Matterport® E57 scan into a working indoor AR navigation prototype in Unity.

VPS

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July 17, 2025
Beyond Area Targets: The Scan-Agnostic Area Targets Alternative That Super-Charges Indoor AR
If you’ve ever watched a demo collapse under the weight of drifting content, you already know the weak link in most XR stacks isn’t your 3D models or your code

VPS

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August 12, 2025
Vuforia Area Target Alternative: Upgrade to a Faster, Scan-Agnostic VPS
This guide lays out why starting fresh on MultiSet AI delivers higher accuracy, lower cost, and future-proof deployment modes.

VPS

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June 5, 2025
How MultiSet VPS Can Improve On-the-Job Training for Nurses with AR-Powered SOPs
With MultiSet, hospitals can author and deploy SOP modules directly beside machines and work areas—accessible via smartphones or AR headsets.

VPS

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May 12, 2025
Re-imagining Warehouse Efficiency with MultiSet VPS
Augmented-reality “vision picking” shows what’s possible

VPS

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March 29, 2025
Leveraging Location-Based AR for Efficient Warehouse Operations
Location-based AR streamlines the onboarding process by providing intuitive, real-time navigation directly within warehouse facilities.

VPS

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March 15, 2025
Bring Digital Twins to Life with MultiSet VPS and 3D Spatial Mapping
MultiSet's Visual Positioning System (VPS) and sophisticated 3D spatial mapping brings digital twins seamlessly into the real world through augmented reality (AR)

VPS

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January 29, 2025
MultiSet VPS: Comparisons with Native Location Anchor
MultiSet VPS offers significant advantages, making it the superior choice for large-scale AR applications.

VPS

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November 13, 2024
Building Visual Positioning System (VPS) for indoor environments.
We have designed our VPS pipeline specifically to excel in indoor scenes.

VPS

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June 25, 2025
Enhancing VPS Accuracy in Dynamic Outdoor Environments with MultiSet AI and Sensor Fusion
This technical deep-dive explores how MultiSet AI-powered VPS, combined with advanced sensor fusion, is improving outdoor localization accuracy and reliability.

VPS

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June 9, 2025
LiDAR + Vision Fusion: The Scan-Agnostic Visual Positioning System Behind Enterprise-Scale AR
A “best AR VPS platform” must effectively digest any scan, localize across several floors, and update only the changing zones. MultiSet AI’s VPS was engineered specifically for this purpose.

VPS

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June 4, 2025
Indoor AR That Stays Locked-On: Visual Positioning Systems for Dynamic Manufacturing Operations & Warehouses
MapSet stitches multiple floors and zones into one seamless spatial layer, while rapid re-mapping hot-patches only the sections that change.

VPS

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March 18, 2025
Reducing AR Location Drift with a Multi-Frame VPS Localization Query API
MultiSet AI’s approach uses multiple camera frames in each localization query.

VPS

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February 17, 2025
MultiSet Visual Positioning System (VPS) supports Third-Party scans
MultiSet VPS can now provide reliable, centimeter-level localization on these diverse mapping platforms.
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Press Release

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August 26, 2026
MultiSet AI v2.2.0 Released: 360° Virtual Tour APIs, Camera Intrinsics, and Metric Scaling for Marker-Less 360 Capture
New release turns every MultiSet map into a navigable 360° tour, works out lens settings for cameras that arrive without calibration data, sets true real-world scale on marker-less 360 captures, and makes large scan uploads resumable.

Press Release

·
July 15, 2026
MultiSet AI v2.1.0 Released: Deep Search Localization, Partial Map Updates, and a Georeference API for Production Spatial Computing
New release gives production deployments a second localization engine selectable per query, map updates at the section level instead of full re-scans, an API that ties any spatial map to real-world WGS84 coordinates, and team roles across every account.

Press Release

·
June 16, 2026
360-to-VPS Pipeline + VPS Gen2 Launch | MultiSet AI
MultiSet launches a single pipeline turning one Insta360 capture into a centimeter-accurate VPS map and a Gaussian Splat, powered by the new VPS Gen2 engine.

Press Release

·
June 15, 2026
MultiSet AI VPS Gen2: Localization, Leveled Up
Our next-generation Visual Positioning System localizes more queries, in harder spaces, with far fewer confident-but-wrong poses — trained and evaluated on a diverse cross-section of real-world environments.

Press Release

·
May 19, 2026
MultiSet AI v1.14.0 Released: Map Versioning, On-Device VPS on Android, and Faster Localization for Production Spatial Computing
New release delivers the long-anticipated enterprise unlocks the platform has been building toward: spatial maps that survive physical change, on-device localization on Android with full hint API parity across every on-device VPS SDK, and material latency improvements across the VPS query path.

Press Release

·
May 12, 2026
MultiSet AI Launches Map Versioning, Making Enterprise Spatial Maps a Living, Upgradeable Infrastructure Layer
New capability lets operators, platforms, and builders refresh production maps over time with the same or different scanning hardware, without re-authoring anchors, navigation paths, or AR content.

Press Release

·
April 22, 2026
MultiSet AI Launches World’s First 3DGS-to-VPS Pipeline, Advancing True Scan-Agnostic Spatial Computing
New integration eliminates hardware lock-in, allowing developers to transform metric-scaled 3D Gaussian Splats into centimeter-accurate, cross-platform AR maps.

Press Release

·
March 30, 2026
MultiSet v1.11.1: Meta Ray-Ban VPS, Localization Heatmaps, and Smarter MapSet Management | MultiSet AI
Meta Ray-Ban SDK support, localization success heatmaps, precision GeoHint query controls, and a rebuilt MapSet workflow. Live now.

Press Release

·
December 7, 2025
Zappar's Mattercraft and MultiSet Partner to Bring Enterprise‑Grade Visual Positioning to WebAR
Sub‑5 cm localization, scan‑agnostic mapping, and self‑hosted deployment meet Mattrcraft’s production‑ready WebAR to unlock training, navigation, and maintenance at scale.

Press Release

·
September 14, 2025
MultiSet v1.9.0 Launches: Developer-First Visual Positioning System (VPS) Creation
The release introduces a Unity Mapping scene to help teams build white-label iOS Pro mapping experiences.

Press Release

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July 28, 2025
MultiSet v1.8.0 Launches ModelSet: A Markerless Object Tracking SDK for WebXR, Unity, iOS & Android
The release introduces ModelSet, enabling developers to anchor textured 3D objects with centimetre-level accuracy

Press Release

·
July 16, 2025
MultiSet Releases Visual Positioning System v1.7.0, Bringing “Content Space” Rapid-Prototyping and GPS-Aware GeoHint to Enterprise XR
MultiSet AI, the scan-agnostic Visual Positioning System (VPS) built for large-scale, indoor-outdoor XR, today announced VPS v1.7.0.

Press Release

·
June 26, 2025
MultiSet: Outdoor VPS Localization, WebXR SDK for Headsets, Native SDKs with App-Free Capabilities
MultiSet AI Announces the Public Release of Version 1.6.5 of its Visual Positioning System (VPS) Platform

Press Release

·
June 26, 2025
University of Leeds Students Achieve Indoor AR Positioning & Navigation Breakthrough with MultiSet’s Visual Positioning System (VPS)
A team of final-year Computer Science students at the University of Leeds has successfully demonstrated a pioneering indoor augmented reality (AR) navigation solution using MultiSet’s Visual Positioning System (VPS).

Press Release

·
May 26, 2025
MultiSet: Android Native SDK with Instant Apps Support for VPS
MultiSet Releases Android Native SDK for Enhanced AR Experiences

Press Release

·
May 21, 2025
MultiSet: iOS Native SDK with App Clips Support for VPS
MultiSet releases iOS Native SDK for their robust Visual Positioning System (VPS), bringing powerful spatial computing capabilities directly to iOS developers.

Press Release

·
April 10, 2025
Multiset Introduces MapFoundry: Enabling Visual Localization Across Any 3D Scene
Multiset has announced the release of its new desktop application, Multiset MapFoundry, designed to expand the capabilities of its visual positioning system (VPS).

Press Release

·
March 6, 2025
MultiSet VPS v1.5: Boosting AR Localization and Mapping Accuracy
We're thrilled to announce the release of MultiSet v1.5, delivering significant enhancements designed to elevate the precision, reliability, and efficiency of your augmented reality experiences.

Press Release

·
December 4, 2024
Launching MultiSet Developer platform
MultiSet AI Launches Developer Platform to Revolutionize Location-Based Apps with Sensor-Agnostic VPS Optimized for Indoor Environments.

Press Release

·
December 12, 2025
MultiSet v1.10: On-Device VPS for iOS, Multi-Object Model Tracking, and Expanded Scan Support
we’re excited to release MultiSet v1.10, a major update that pushes more of our Visual Positioning System (VPS) to the edge

Press Release

·
November 25, 2025
MultiSet AI v1.9.1–v1.9.3: XGrids & NavVis Support, Matterport MatterPak On‑Cloud, and Cross‑Platform VPS Performance
MultiSet AI, the enterprise visual positioning and spatial mapping platform, today announced three rapid releases

Press Release

·
July 5, 2025
MultiSet AI Earns “Most Robust” Ranking in AREA’s 2025 Enterprise Visual Positioning System Report
The independent study awarded MultiSet perfect scores in environmental resilience, map-to-map navigation, and developer support, and named it the “most robust solution” among six global VPS vendors.
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Augmented Reality

·
November 25, 2025
Streamlining Operations with AR Asset Tracking
AR asset management combines augmented reality technology with asset tracking systems to provide a real-time, interactive view of physical assets.

Augmented Reality

·
October 7, 2025
AR's Impact on Manufacturing Operations & Processes
Explore the profound impact of AR on manufacturing operations, practical applications, and how businesses can leverage this technology to stay competitive.

Augmented Reality

·
October 7, 2025
The Benefits of Flexible Scan-Agnostic Mapping Solutions
Explore the key benefits of flexible mapping solutions and how they can transform your approach to spatial data management.

Augmented Reality

·
October 7, 2025
Integrating AR with Work Instructions
Explore the benefits, practical applications, and steps to implement AR-enhanced instructions effectively.

Augmented Reality

·
September 22, 2025
XR in Construction Engineering: A New Era
The construction industry is undergoing a significant transformation with the integration of Extended Reality (XR) technologies.

Augmented Reality

·
August 21, 2025
AR Technology in Equipment Inspection Systems
Explore how AR technology is reshaping equipment inspection, the benefits it offers, and practical insights into its implementation.

Augmented Reality

·
August 11, 2025
Transforming Warehouse Training with AR
This article explores how AR is transforming warehouse training, making it more effective and engaging.

Augmented Reality

·
August 6, 2025
Unleashing Potential with the MultiSet AI Platform For AR
Explore how the multiset platform in AR is revolutionizing the way businesses and developers create immersive, interactive environments.

Augmented Reality

·
August 1, 2025
Revolutionizing Asset & Inventory Tracking with AR
Explore how AR is revolutionizing asset tracking and the benefits it brings to businesses.

Augmented Reality

·
July 23, 2025
Augmented Reality in Energy - AR For Oil and Gas
From training to real-time data overlay during operations, the integration of AR is increasingly becoming a game-changer for the industry.

Augmented Reality

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July 14, 2025
Augmented Reality for Accurate Localization
Explores how AR is enhancing localization, the technology behind it, and its practical applications.

Augmented Reality

·
August 8, 2025
The Power of AR Indoor Visual Positioning Tech & Systems
In recent years, augmented reality (AR) has captured our attention in various industries from gaming to healthcare.

Augmented Reality

·
July 1, 2025
Integrating LiDAR Image Fusion for Advanced Navigation
explore how LiDAR image fusion enhances navigation, the factors contributing to its cost, practical applications, and future trends in navigation and mapping technologies.

Augmented Reality

·
June 24, 2025
Enhancing Manufacturing with AR Technology
In this post, we will explore various aspects of AR manufacturing solutions and how they can revolutionize the manufacturing landscape.

Augmented Reality

·
June 23, 2025
Transforming Industries with Augmented Reality Applications
Augmented reality (AR) is changing the way we interact with our environment.

Augmented Reality

·
June 18, 2025
Exploring the Role of Computer Vision in Navigation
explore how computer vision is transforming navigation, enabling a new era of automation, safety, and convenience.

Augmented Reality

·
June 4, 2025
How Augmented Reality is Changing Everyday Applications
In this post, we will explore how augmented reality is being incorporated into everyday applications and what that means for the future.

Augmented Reality

·
July 11, 2025
Can We Prototype Location-Based AR in 10 Minutes?
A Curious Dive into No-Code Authoring with MultiSet Content Space
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