
Data & AI
Data has to be usable before AI is useful
AI is only as good as the information it can reach and trust. Most of the work is in the foundations, not the model.
Insights
Articles from the Cognify Works practice on Microsoft 365, Azure, security and identity, Copilot, data and AI, managed IT, automation, custom software, and higher-education technology.
Each article covers a decision organizations face in real environments — what to look at first, what to avoid, and how to choose a practical next step.

Data & AI

Data & AI
AI is only as good as the information it can reach and trust. Most of the work is in the foundations, not the model.
Topics
Each topic follows an area of the practice. Articles connect back to the service or Microsoft capability they relate to, so reading can lead to a practical next step.
Workplace, tenant operations, and collaboration.
Cloud infrastructure, hosting, and modernization.
Identity, access, and Microsoft security controls.
Microsoft 365 Copilot readiness and governed use.
Data foundations and applied AI around existing systems.
Operations, support, and technology administration.
Workflows, Power Platform, and process improvement.
Applications and integrations built around the work.
Campus operations and education-product workflows.
Talk with our team
If the article you need is not published yet, bring the question to us. Our team can walk through the environment you have today and the most practical next step.
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