Auki Labs Maps the Retail Floor Without Asking for the Camera Feed

The Hong Kong startup's decentralized 'posemesh' aims to make indoor spaces machine-readable for AR, robotics, and AI.

About Auki Labs

Published

You open an app to find the nearest restroom in a convention center. The blue dot on the map spins, hesitates, then snaps into place. The moment is frictionless, but the infrastructure behind it is not. It requires a device to share its raw camera feed with a central cloud, stitching together a map from millions of private glimpses. Auki Labs starts from a different premise. What if devices could agree on where they are without ever showing each other what they see?

The bet on a decentralized coordinate system

Auki Labs, founded in 2019 and headquartered in Kowloon Bay, is building what it calls the 'posemesh' [Auki, Unknown]. The core proposition is a decentralized spatial computing infrastructure that allows devices,phones, headsets, robots,to establish a shared, precise understanding of their physical location relative to each other and to a common map. The technical wedge is privacy and efficiency. The system is designed to enable multi-user augmented reality, indoor navigation, and machine positioning without devices sending raw camera data to a central server [Auki, Unknown]. In their framing, this makes the physical world browsable, navigable, and searchable, not by a single corporate AI, but by any device that joins the network.

Three apps, one underlying mesh

The company's ambition is infrastructural, but its path to market is through specific, vertical applications. These apps serve as both proof points and revenue streams, targeting the customers Auki has identified: retailers, mall operators, and transport systems [InvestHK, June 2023].

  • Cactus. Positioned as a spatial AI platform for retail operations, Cactus promises analytics to optimize product placement, staff navigation, and consumer engagement through AR overlays [Auki, Unknown]. It is the most enterprise-oriented of the trio, aiming for the operational backend of stores.
  • Gotu. This is an indoor navigation app for events and property management. It allows users to navigate large, complex venues like conference centers or malls to pinpoint areas of interest [Google Play, Unknown].
  • McKenna. The most recent public launch, McKenna is an augmented reality application for decorating physical spaces and creating immersive tours [GamesBeat, 2025]. It represents the consumer-facing, creative edge of the technology.

These applications are built on top of the posemesh and its software development kits, like ConjureKit for Unity, which are offered to other developers [Auki, Unknown]. The table below outlines the company's core product surfaces.

Product Primary Use Case Target Audience
Posemesh Decentralized spatial infrastructure Developers, device makers
Cactus Retail spatial analytics & operations Retailers, mall operators
Gotu Indoor navigation for events & property Event organizers, property managers
McKenna AR space decoration & immersive tours Consumers, creative professionals

The team and the $13 million seed

The company is led by Swedish-born technologist and entrepreneur Nils Pihl, who serves as founder and CEO [StartmeupHK, 2022]. Public records list Santeri Aramo as COO and Co-Founder [Auki, Unknown]. The team has grown to an estimated 51-200 employees, suggesting significant operational build-out since its founding [LinkedIn, Unknown]. Investor confidence materialized in a $13 million seed round in 2022, led by Outlier Ventures with participation from Shima Capital, Animoca Ventures, and Tribe Capital, among others [Business Insider, March 2022]. The round's size for a seed and the Web3-heavy investor list signal a belief in the decentralized approach as a defensible moat in a spatial computing future dominated by large tech platforms.

Where the wheels could come off

The bet is ambitious, and the path is lined with credible counterweights. The most immediate is competition. Auki Labs is not alone in trying to map the indoors. These are well-funded entities with established developer networks and, in Niantic's case, hundreds of millions of users. Auki's answer is its foundational differentiator: decentralization and privacy-by-design. The question is whether that technical distinction translates into a commercial advantage strong enough to displace integrated solutions from larger players or convince enterprise buyers in retail and logistics.

Another pressure point is the company's Web3 orientation. While a draw for its initial investors, it could complicate broader enterprise adoption where blockchain connotations might raise eyebrows in procurement departments. The recent launch of 'Posemesh Domains and NFT Art Galleries' underscores this continued cultural alignment with the crypto-native world [Auki, 2025]. The company's challenge will be to demonstrate that its underlying technology delivers tangible, pragmatic value,improved navigation, better retail analytics, new creative tools,regardless of the architectural philosophy.

The next twelve months

The immediate trajectory will be defined by traction within the verticals Auki has chosen. Watch for named customer deployments, particularly for Cactus in the retail sector or Gotu in major venue management. The scale of the team suggests burn, making another fundraise within the next 12-18 months a likely milestone. The more subtle signal will be in the developer ecosystem. Does ConjureKit gain adoption beyond Auki's own apps? Does a notable hardware maker or robotics company integrate the posemesh for machine positioning? These would be validations of the infrastructure bet.

It begins with a blue dot finding its place on a map. But the deeper question Auki Labs is built to answer is who gets to draw the map in the first place. In a future where every device has eyes, the company is betting that the most valuable layer isn't the centralized repository of everything seen, but the neutral, shared agreement of where everyone is standing. It is a bet on coordination over collection, on a common language for space that no single entity owns. The apps are the first sentences written in that language. Whether it becomes the lingua franca of the physical web depends on who else starts speaking it.

Sources

  1. [Auki, Unknown] Auki | Building the real world web | https://www.auki.com/
  2. [InvestHK, June 2023] Auki Labs Limited | https://www.investhk.gov.hk/en/our-clients/auki-labs-limited
  3. [StartmeupHK, 2022] Auki Labs: Leading Hong Kong to Itself | https://www.startmeup.hk/case-studies/auki-labs-leading-hong-kong-to-itself/
  4. [Business Insider, March 2022] PITCH DECK: AR Startup Auki Labs Raises $13 Million | https://www.businessinsider.com/pitch-deck-ar-startup-auki-labs-raises-13-million-2022-3
  5. [Google Play, Unknown] Gotu App | https://play.google.com/store/apps/details?id=com.auki.gotu
  6. [GamesBeat, 2025] Auki Labs launched McKenna, a new augmented reality Web3 app | https://venturebeat.com/games/auki-labs-launches-mckenna-a-new-augmented-reality-web3-app/
  7. [Auki, 2025] Auki Labs launched Posemesh Domains and NFT Art Galleries | https://www.aukilabs.com/blog/posemesh-domains-nft-galleries
  8. [LinkedIn, Unknown] Auki Labs Company Page | https://hk.linkedin.com/company/aukilabs

Read on Startuply.vc