Loi 25 and AI at Work: A Practical Approach for SMBs
Assess recurring workflows instead of every click, then use business accounts, simple data zones and gradual access to make everyday AI practical.
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Blog
Blog
Insights on AI governance, adoption, and the future of responsible AI
AI Readiness Assessment: 7 Deliverables Your Business Should Receive
A useful assessment should leave your business with decisions, owners, evidence and a 90-day execution path—not just a maturity score.
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Why AI Pilots Stall Before They Reach Daily Operations
A successful demo proves possibility. Daily operations require ownership, production data, acceptance criteria, human controls, training, and monitoring.
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Corporate Amnesia: What a Company Knowledge Base Can Do for Your Business
When key people retire or leave, years of decisions, workarounds, and relationship context can leave with them. A practical three-layer model helps preserve what the business knows.
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Why Your AI Content May Be Readable but Not Citable
A website can be easy for AI to read and still weak as a source. Here is what makes a Canadian SMB easier to cite, verify, and recommend.
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AI Visibility in Quebec: Can AI Systems Read and Cite Your Business?
A polished professional site can still be invisible to ChatGPT, Claude, and other AI systems when robots.txt blocks the crawlers they rely on.
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Own the Data. Rent the Model.
The model is becoming the consumable. The durable asset is your data layer: prompts, evaluation sets, retrieval corpus, and audit logs.
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AI Governance Is Coming From the Inside Now, Because Governing Institutions Cannot Keep Up.
SynthID just watermarked 100 billion AI outputs. The deeper signal: AI is starting to govern AI — and the human auditor’s role moves up a level, into designing the rule the governing layer enforces.
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Law 25 Moved Past Its Grace Period. Your AI Deployments Are on the Clock.
Quebec’s CAI is shifting from collaboration to enforcement. Section 12.1 covers more AI tools than most organizations realize — here is how to inventory your AI surface area before an auditor does.
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Canada’s AI Compliance Patchwork: Three Laws Your Organization Is Probably Ignoring
Canada has no federal AI law. Most organizations took that as permission to wait. Meanwhile, Quebec’s Law 25, Ontario’s hiring disclosure mandate, and the EU AI Act moved ahead without them.
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Shadow AI Is Your Real Governance Problem
Shadow AI is not a security problem you solve by blocking URLs. It is a governance gap you close with structure. Here is what ISO 42001 and approved-tool enablement actually deliver.
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Canada’s AI Governance Gap: What AIDA’s Death Means for Your Organization
Canada’s AI and Data Act died on the order paper. Here is what is actually enforceable right now, what is coming from outside Canada’s borders, and what you should be doing regardless.
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What AF9000+ Taught Me About AI Governance
How the Canadian Armed Forces’ quality management system principles apply directly to AI governance and responsible adoption.
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