Industrial-AI Labs
Where AI engineers and sector practitioners — manufacturing, mining, forestry, fisheries, clean energy — work shoulder-to-shoulder on real problems.
Working concept · Think-tank track
Applied & Industrial AI
A working concept note from the BC + AI Ecosystem Think-Tank: an industrial-AI focus area only B.C. can deliver — where AI collides with manufacturing, resource sectors, clean energy, indigenous data sovereignty, and the gritty work nobody else is optimising.
Visual: BC + AI Ecosystem industry convening
The Challenge
An institute only B.C. can deliver.
Finance Minister Brenda Bailey put it bluntly at the Dillon Centre summit: “Before we beg Ottawa for an ‘AI institute’, we need to ask: do we actually need one? If yes, it has to be laser-specific — something only B.C. can deliver. My hunch? An institute where AI collides with industrial tech: manufacturing, resource sectors, the gritty work nobody else is optimising.”
This working paper braids that call for focus with the BC + AI ecosystem’s on-the-ground knowledge to articulate an idea worth co-building — first with local partners, then with Ottawa once the shape is locked.
Invitation
Universities, Crown corps, SMEs, Nations, and global allies are invited to critique, co-author, or claim pieces of this architecture.
Everything is iterated in the open. The paper is a starting point, not a position.
Concept architecture
Six interlocking pieces.
Clean-Compute Commons
Shared compute infrastructure built on B.C.’s clean grid. Public-interest access alongside commercial use.
Indigenous Data & Governance Hub
First Nations data sovereignty as a design principle, not an afterthought. Governance built with Nations from day one.
Skills Transition Studio
The retraining + redeployment layer for workers whose jobs reshape under AI. Trades and tradespeople, not just coders.
Venture Forge
A pipeline from research outputs into B.C.-grown industrial-AI companies — capital, mentorship, and patient procurement.
Responsible-AI Sandbox
Practical safety, audit, and red-teaming infrastructure where regulators, builders, and civil society work the same problems.
Where it fits
Inside the BC + AI ecosystem.
This is not a meetup chapter — it’s a working policy track. It draws on the same grassroots community as Vancouver AI, Surrey AI, the AI Ethical Futures Lab, and ED + AI, and feeds findings back into them.
The paper’s “Near-Term Ecosystem Tasks” section names the small, concrete moves we can take this year — convenings, demos, partnership letters — before the institute itself is provincial-scale infrastructure.
Get involved
Three ways in.
- Critique the paper. Sharp readers welcome.
- Co-author a section. Especially if you work in industrial tech, clean compute, or indigenous data governance.
- Claim a piece. If your organization is already building one of the six components, we want to plug you in.
Public links
Read and share.
The working paper
Full concept note: challenge, strategic thesis, six-pillar architecture, governance skeleton, pilot menu, funding mix.
BC + AI Report 2024
The broader state of the BC + AI ecosystem this paper is grounded in.
BC + AI news + recaps
Recent policy positions, partner announcements, and the rest of the public ecosystem signal.
Related communities
Other rooms you might belong in.
Civil society and policy
AI Ethical Futures Lab
The civil society and policy companion track: monitoring, public consultation, toolkits, and laptops-out sessions.
Flagship
Vancouver AI
The flagship monthly gathering. Where ideas from think-tank tracks get pressure-tested in conversation.
Forming
Data & Security
The companion forming subgroup for privacy engineers, security practitioners, and data stewards in BC’s AI stack.