About Us

20 Years of

Ground Truth

We didn’t start building maps yesterday. Collectiv is driven by an executive team that has spent two decades pioneering location intelligence for the world’s most complex physical spaces.

Our Heritage

From Transit Hubs to Artificial Intelligence

The foundation of the Deep World Model was forged in the trenches of enterprise deployment. For over 20 years, our core team has designed, scaled, and operationalized massive-scale fusion signal infrastructures—powering indoor navigation and proximity detection for tier-1 international airports, mass transit systems, and Fortune 500 enterprise campuses.

The Evolution

We took our proprietary micro-location engines, stripped away the need for heavy hardware, and integrated next-generation generative AI. The result is Collectiv: the ultimate fusion of decades of spatial tracking experience with state-of-the-art machine learning.

Our Philosophy

A New Model for Foundational Innovation

AutoGen AI Solution

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Bespoke AI Solutions

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Intelligent AI Solutions

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A New Model for Foundational Innovation

our service

Collectiv was founded on the principle that the most profound technological challenges are best solved through deep collaboration and shared ownership. Building a living digital twin of the world requires a departure from traditional, hierarchical structures toward a model built for resilience, diverse thinking, and unified purpose.

AI Magic

Data analytics

AI Assistants

data Integration

our team

Meet Our Team

Prof. Gary Chan (HKUST)

A pioneering expert in IoT, smart sensing, and AI algorithms. Prof. Chan drives our core research and algorithmic innovations that make Signal-Guided Reconstruction possible.

Jason Chiu

A visionary entrepreneur and strategist with a proven track record in scaling technology ventures. Jason spearheads our market expansion, strategic partnerships, and operational excellence.

Matthew Ng, CEO

Driving the commercial vision, enterprise partnerships, and the strategic roadmap for Physical AI infrastructure.

Anton Wong, CIO

The architectural mastermind scaling the massive, edge-computing data pipelines that feed the Deep World Model.

Janet Chan, COO

Operationalizing complex spatial intelligence, scaling global data networks, and ensuring flawless enterprise delivery.

Andrew Fong, CTO

Leading the AI research and algorithmic breakthroughs in Signal-to-Structure fusion and large world models.

Our research and engineering team

Joseph Chan

Dr. Nelson Cheung

Anson Chow

Yu Wong

Hing Cheung

Alvin Sin

Ivan Ho

Seth Mak

Dino Law

Joyce Lai

Pamela Poon

Peter Tsui

Ben Leung

Ivy Hu

Alex Chiu

Jane Jian

We are proud to collaborate with leading academic institutions, innovation hubs, and industry pioneers who share our vision and are actively engaged in building and leveraging the Deep World Model ecosystem.

Academic & Innovation Partners

Urban & Cultural Partners

20 Years of

A New Model for Foundational Innovation

Meet Our Team

Building the Future with World-Class Partners