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Copilot (licence) - Why does AI in the workplace raise a different question? Tutorial

AI is everywhere, but in the workplace it raises a different question: how can we integrate powerful tools without compromising security, confidentiality, and compliance? This video argues that AI isn’t a standalone gadget; it’s a governed part of the organization, handling sensitive information and strategic decisions. It contrasts personal use with corporate use, highlighting risks as well as the need for structure, access controls, and shared practices. By showcasing Microsoft Co Pilot as an integrated, governance-first solution, the talk reveals how AI can boost productivity while preserving balance and security. A concise, provocative look at why AI in the workplace must be embedded into the fabric of the organization, not treated as a side tool.

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Available in AI - Artificial Intelligence

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is now everywhere.

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It's in our pockets,

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in our browsers.

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It helps us write messages,

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summarize articles,

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and organize our ideas more efficiently.

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It's simple,

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fast,

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and the impact is limited,

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but in a professional setting,

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things change.

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You can't use AI

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the same way as you would

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in your personal life.

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That's because in a company

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AI no longer deals with personal ideas but with the organization's

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information assets,

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internal documents,

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customer data,

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and even strategic decisions.

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In personal use,

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an AI mistake is often just a minor issue.

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In business,

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it can become a legal,

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financial,

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or reputational risk.

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That's why every use

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is governed by strict non-negotiable requirements

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security,

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confidentiality,

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compliance,

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and accountability.

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We often talk about AI in terms of performance,

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response quality,

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speed,

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or features.

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But for an organization,

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the real issue lies elsewhere.

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AI cannot be

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a standalone tool.

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It must be part of

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a structured environment

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with rules,

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access controls,

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and shared practices.

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So the key question

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is not just what can AI do.

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But how can we integrate it without weakening

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the balance and security of the organization?

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This is exactly why

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some AI approaches have been designed

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specifically for business.

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Microsoft Co-Pilot fits into this approach,

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not as an external AI used occasionally,

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but as an integrated extension within the existing work environment.

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In business,

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AI is first a matter of governance before it becomes

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a matter of productivity.

Mandarine AI: WHAT YOU SHOULD KNOW

RELATED COURSES This tutorial is part of the following courses

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Adopt Copilot in your enterprise ? Trust, Data and Value

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