---
id: capture/multiset-ai-drone-mapping-and-vps
about:
  depiction: capture/multiset-ai-drone-mapping-and-vps.jpg
  label: MultiSet AI Drone to VPS
  description: >-
    Hosted mapping and visual positioning service from MultiSet AI that builds a
    localisation map from one drone flight over a site, for drones, phones,
    headsets and robots to query for their position.
  tags:
    - visual positioning
    - drone mapping
    - localization
    - robotics
    - spatial computing
tool:
  form: hosted service with SDKs
  group: 3D capture and reconstruction
  homepage: 'https://multiset.ai/drone-to-vps'
  cost: free tier; usage-based pricing for production
open:
  source: closed
  data: unknown
  api: 'yes'
  participation: unknown
provenance:
  origin: agent
  sources:
    - title: 'Drone to VPS: Turn One Flight into a Localization Map | MultiSet AI'
      url: 'https://multiset.ai/drone-to-vps'
    - title: Human & Machine Readable Maps For Physical AI | MultiSet AI
      url: 'https://multiset.ai/'
  created: '2026-10-17'
  reviewed: '2026-10-17'
  reviewed_by: 'Claude, from the sources listed'
  status: draft
import:
  source: openai-linkedin-scrape 2026-10-17
  id: DT084
  kind: enabling_mapping
  family: enabling_technology_and_adjacent_work
  priority: supporting
  verified: false
  posts:
    - P027
  posters:
    - Nikhil Sawlani
domains:
  - places
---
MultiSet AI is a San Francisco company that sells a visual positioning system (VPS).[^1,2] A VPS is a map of a site against which any camera-equipped device can find its six-degree-of-freedom pose: where it is and which way it faces.[^1,2] Drone to VPS builds such a map from a single drone flight carrying a 360 camera.[^1] 360 video, panoramas and point clouds (sets of measured 3D points) are uploaded through a developer portal.[^1] The company says stitching and scale are handled without a separate photogrammetry step (building 3D models from overlapping photos).[^1]

The output is a map that devices query for their position.[^1] The map belongs to the site, so a phone or headset can later localise against a map a drone made.[^1]

Stated uses are inspection, frontline operations and navigation where GNSS (satellite positioning such as GPS) is unavailable.[^1] The ArduPilot and PX4 drone autopilots can take the VPS pose as an external position estimate.[^1] RTK control points tie the map to real-world coordinates.[^1] MultiSet AI says its median localisation accuracy is under 5 cm.[^1,2]

Positions come back over a REST API with a confidence value, from a managed cloud, a private cloud or on-device.[^1,2] SDKs cover Unity, Web, iOS, Android, Quest and ROS2.[^2] There is a free tier for prototyping and usage-based pricing after that.[^2]