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Insights on AI governance, adoption, and the future of responsible AI

Dominic-André Leclerc places question sheets into three computers representing Claude, ChatGPT, and Gemini
September 2026 · 5 min read

How to Check What AI Says About Your Business

A repeatable five-question self-check for AI answers, sources, recommendations, errors, and limits.

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Conceptual illustration: a laptop and OpenAI, Anthropic and Gemini symbols surrounding a website.
Updated September 2026 · 4 min read

Can AI Discover Your Business? Understanding robots.txt

AI agents do different jobs. Learn to read the rules, distinguish their uses, and check your website’s public files yourself.

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Dominic-André Leclerc leads an AI workshop with a team in front of a screen
September 2026 · 8 min read

From AI Demo to Working Session: What Makes an AI Workshop Useful

A useful AI workshop is more than a tool demo. See how real tasks, guided practice, human checks, and reusable resources turn training into work.

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Dominic-André Leclerc helps a business owner map and simplify a repetitive process
August 2026 · 10 min read

AI Support: Fewer Repetitive Tasks, More Time to Move Forward

A practical way to simplify recurring work, aim for an early usable result, and measure gains each month.

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An advisor connects early online credit-card concerns with a modern controlled AI workplace
August 2026 · 7 min read

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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Business leaders reviewing seven AI readiness deliverables and deciding whether to proceed, revise or stop
July 2026 · 10 min read

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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Advisor helping business leaders move an AI pilot into daily operations
July 2026 · 9 min read

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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Three-layer company knowledge system designed to prevent corporate amnesia
July 2026 · 10 min read

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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AI citation signals reviewed on a laptop
Updated September 2026 · 6 min read

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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Own the Data. Rent the Model.
June 2026 · 4 min read

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
May 2026 · 4 min read

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
May 2026 · 4 min read

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
April 2026 · 4 min read

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
April 2026 · 4 min read

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
March 2026 · 5 min read

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
March 2026 · 4 min read

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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