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First-party notes from Canadian AI Solutions alongside practical writing on AI tools, automation, vertical software, and operating systems for businesses.

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Recent posts

Canadian AI Solutions article image

Why Canadian AI Built Archives: Preserving the Context Behind What We Build

2026-09-01

Canadian AI Solutions article image

Why We Built My Cuts: A Small Vertical Tool With a Clear Job

2026-09-01

Canadian AI Solutions article image

Getting Started With Canadian AI: A Practical Guide for Businesses in 2025

2025-04-14

Canadian AI Solutions article image

AI Tools, Prompts, and Workflows for 2025: What Actually Works

2025-05-22

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All posts

8 articles

Canadian AI Solutions article image

2026-09-01

Why Canadian AI Built Archives: Preserving the Context Behind What We Build

Archives is our attempt to preserve the stories, references, decisions, and product thinking that otherwise disappear as software changes.

Canadian AI SolutionsArchivesBuild NotesCompany HistoryAI-generated
Canadian AI Solutions article image

2026-09-01

Canadian AI Solutions article image

Build AI Agents That Evolve Over Time

2025-06-18

Why We Built My Cuts: A Small Vertical Tool With a Clear Job

My Cuts is a focused appointment-management product for barbers and an example of how Canadian AI starts with one operational job before expanding the software around it.

Canadian AI SolutionsMy CutsVertical SoftwareBuild NotesAI-generated
Canadian AI Solutions article image

2025-04-14

Getting Started With Canadian AI: A Practical Guide for Businesses in 2025

Canadian organizations can start using AI effectively by focusing on clear business problems, reliable data, practical governance, and measured rollout plans.

Canadian AIAI StrategyDigital TransformationData GovernanceBusiness OperationsSME GrowthResponsible AIAI-generated
Canadian AI Solutions article image

2025-05-22

AI Tools, Prompts, and Workflows for 2025: What Actually Works

In 2025, effective AI adoption comes less from clever prompting alone and more from disciplined workflows, strong evaluation, and tools that fit real business operations.

AI ToolsPrompt EngineeringWorkflow AutomationAI GovernanceCanadian MarketRAGOperationsAI-generated
Canadian AI Solutions article image

2025-06-18

Build AI Agents That Evolve Over Time

AI agents become more useful over time when they learn from feedback, manage memory carefully, and operate inside clear business rules rather than chasing full autonomy.

AI AgentsAgent DesignMemory SystemsHuman in the LoopAI GovernanceEnterprise AICanadian BusinessAI-generated
Canadian AI Solutions article image

2025-04-14

Building Your First AI Model: A Practical Guide for Canadian Businesses

Your first AI model should solve a narrow business problem, use clean internal data, and be designed from day one for measurement, governance, and adoption.

AI StrategyMachine LearningCanadian BusinessData GovernanceMLOpsAI AdoptionAI-generated
Canadian AI Solutions article image

2025-06-03

The Importance of AI Independence for Canadian Organizations

AI independence helps Canadian organizations reduce vendor dependence, improve governance, protect strategic data, and make more durable technology decisions.

AI IndependenceCanadian BusinessData SovereigntyVendor StrategyAI GovernanceDigital ResilienceEnterprise TechnologyAI-generated
Canadian AI Solutions article image

2025-09-18

AI in Canadian Healthcare: Practical Opportunities, Constraints, and What Adoption Requires

AI in Canadian healthcare can improve administrative efficiency, documentation, triage support, and planning, but success depends on governance, workflow fit, privacy controls, and careful implementation.

AI in HealthcareCanadian HealthcareHealth DataClinical WorkflowsPrivacyDigital HealthResponsible AIAI-generated