Build.
Connect.
Control.
Shape how your community appears in AI. We provide the tools and infrastructure to do it.
What
Infrastructure for Representational Power
Transform fragmented community information into structured knowledge—intelligible to machines, grounded in your authority.
Semantic infrastructure connects people, places, organizations, and events through shared foundations built for collaboration without compromise. You build collectively while retaining your context, voice, and control.
This is a power question: who defines how your community is represented in AI systems? When your knowledge becomes machine-readable on your terms, you shape digital representation instead of accepting algorithmic approximation.
Why
Reclaim Knowledge Authority
AI systems are already learning about your community—from scraped data, platform content, and algorithmic guesswork. If you don’t structure your knowledge, someone else will.
This isn’t about better websites or social media presence. It’s about who controls the foundational layer that shapes how your community is understood in an AI-driven world.
We build infrastructure that puts representational power back in your hands—before that power is permanently absorbed by platforms.
HOW
Strategic Architecture. Semantic Precision.
We build the technical layer that lets your knowledge travel across systems without losing what makes it yours.
Our semantic infrastructure, tested across Canada’s cultural sector, bridges human understanding and machine logic. Your information becomes discoverable, durable, and interoperable while staying rooted in your context and authority.
This is how local knowledge moves through AI systems and digital ecosystems. It works everywhere, but it still belongs somewhere.
WHAT WE OFFER
Team
For nearly a decade, our infrastructure has been tested in the field, developed with Canada’s cultural sector where complexity, diversity, and public responsibility are essential.
We bring a rare mix of semantic web expertise, cultural fluency, and systems thinking. This combination allows us to build knowledge systems that reflect lived meaning, scale with integrity, and protect community authority in an AI-shaped world.
Abhishek P. Anil
Dev
Caitlin Troughton
COO
Dev Aravind
Dev
Gregory Saumier-Finch
CTO
Kim Davis
Special projects
Sabrina Mirza
Finance
Stéphanie Giroux
UI/UX
Suhail Aliyar
Dev
Syam Babu
Dev
Tammy Lee
CEO
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