Don’t Wait — Launch AI While Securing Your Data

Kai Andrews

Practice Leader, Data & AI

Worried about Microsoft 365 data exposure with AI? Here’s how to launch Copilot or agents securely—without waiting for a perfect tenant clean-up.


Vertical photo of A man interacts with artificial intelligence to optimize and automate computing.

Why AI Security Can’t Wait — And What to Do About It

It’s almost every day that I’m asked two questions about AI:
How do we manage the cost?” and “How do we secure our data?

Today, we’ll focus on the security aspect. If you’re curious about managing AI costs, jump over to this related post: Get the Most AI Value with Microsoft Copilot & Studio Agents — right after finishing this one, of course.


Why Security Concerns Are Delaying Microsoft 365 Copilot Adoption

I regularly speak with organizations that are putting AI initiatives on hold due to legitimate security concerns within their Microsoft 365 (M365) environment. The root issue? Most tenants are messy.

  • Users often store excessive files across SharePoint Online and OneDrive
  • Duplicate versions and outdated documents clutter the environment
  • Sharing permissions are frequently too broad or poorly managed

This lack of control makes many organizations hesitant to activate Microsoft 365 Copilot. Since Copilot indexes the entire tenant to surface content using natural language prompts, it removes the illusion of “security through obscurity,” where sensitive files are buried deep in folders and thus difficult to find.

Young frustrated man sitting in front of computer in his office.
Data protection, privacy and cybersecurity

Although Copilot doesn’t change file access permissions, it does make existing access more visible, which can expose underlying over-sharing risks.

These concerns are valid.

  • Over-shared content increases the chance of unintentional data exposure
  • Document sprawl reduces Copilot’s efficiency, forcing it to sift through duplicates and outdated versions

That’s why cleaning up and securing your tenant, including SharePoint and OneDrive, is critical for unlocking Copilot’s full value.

  • You don’t need to wait for a perfect environment to start. AI and security can be implemented in parallel with the right approach.

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How to Launch Microsoft 365 Copilot Before Your Tenant Is Fully Cleaned Up

Cleaning up a Microsoft 365 tenant– removing duplicate files, tightening sharing permissions, and organizing content can be a time-consuming project that may take weeks or even months. Fortunately, that doesn’t mean you need to delay your AI rollout.

There are two effective approaches that let you deploy Copilot securely while your cleanup is still in progress:


Option 1: Security Through Exclusion

Remove Sensitive Sites from Copilot’s Visibility

If you’re concerned about exposing high-risk data, this approach allows you to exclude entire SharePoint sites from Copilot’s index using Restricted Content Discovery.

How it works:
  • Identify sites containing sensitive data (e.g., HR, Finance)
  • Use Microsoft’s exclusion settings to prevent Copilot from indexing these locations
  • Reduce your exposure without needing full tenant hygiene
Benefits:
  • Quick to implement
  • Minimizes the risk of surfacing sensitive content prematurely
  • Allows phased deployment of Copilot while maintaining data protection

Limitations:
  • Doesn’t address duplicates or outdated files in other sites
  • Reduces content discoverability for excluded areas

Option 2: Security Through Inclusion

Deploy Scoped AI Agents with Controlled Access

An alternative is to build custom AI agents using Copilot Studio or Agent Builder. These agents are intentionally blind to your broader tenant and only have access to the content you assign.

How it works:
  • Provide a specific folder, document library, or curated dataset
  • Build an agent that interacts only with this defined knowledge base
  • Add “Actions” to allow integration with internal systems or workflows
Benefits:
  • Zero access to the larger Microsoft 365 tenant
  • Fast to deploy—some agents can be built in under a week
  • No dependency on tenant-wide cleanup or permissions refinement

Limitations:
  • Not fully integrated with productivity tools like Outlook or Teams
  • Works best for focused use cases, not tenant-wide intelligence

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You Can Launch AI Securely

Whether you opt for Security Through Exclusion or Security Through Inclusion, both approaches allow you to move forward with Microsoft 365 Copilot without exposing sensitive content or waiting for a full tenant cleanup.

You don’t have to choose between speed and security.
With the right strategy, you can deploy Copilot or custom agents confidently, even in a complex or cluttered tenant.

Comparing Exclusion vs. Inclusion Approaches for Secure AI Deployment
Exclusion ApproachInclusion Approach
Visibility ScopeBlocks access to high-risk sitesGrants access only to curated content
Setup ComplexityLowModerate
Best ForImmediate risk reductionControlled rollout and specific use cases
Integration with M365 ToolsFullPartial
Time to DeployDaysDays to a Week

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Ready to Build a Secure AI Agent in Under a Week?

You can have your secure AI cake and eat it too!

We’d love to hear about your AI goals and help you fast-track deployment, without compromising data security. Whether you’re just exploring or actively rolling out Copilot, our team can help you take the next step.

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