Artificial Intelligence in the Enterprise: How to Implement It Safely

Artificial intelligence in the enterprise is no longer a question of 'if' but 'under what rules'. Employees are already using these tools — often with private accounts and corporate data. Let's look at how to manage this.

TL;DR — Key Takeaways

• Establish usage policies first, then introduce tools.
• Business accounts (Copilot, ChatGPT Enterprise) do not use your data for training.
• Data access management is critical: AI displays everything the user has rights to see.
• Current primary benefits lie in summaries, drafting, and searching through internal documents.

What a Secure Implementation Looks Like

A secure rollout stands on three pillars. The first is legal and data hygiene: a business subscription with clear processing terms that exclude your inputs from model training. The second is the policy: what can be entered (public and internal data) and what cannot (personal data, trade secrets without approval).

The third, often overlooked pillar is document permission management. When you deploy an assistant over SharePoint, it will show the user everything they have access to — including folders no one realized were open.

Where the Real Benefit Lies

The greatest impact comes from repetitive text-based tasks.

• Summarizing meetings and preparing minutes.
• Drafting quotes, correspondence, and service descriptions.
• Searching internal documentation without knowing the folder structure.
• Assisting with data analysis and report preparation.

How to Get Started — Recommended Process

1. Write brief AI usage policies and present them to employees.
2. Provide business accounts so there is no need for private ones.
3. Organize folder and document permissions before deploying an assistant.
4. Start with a pilot in one department and measure the time saved.
5. Label sensitive documents and exclude them from indexing.
6. Regularly review usage and update policies.

Dos and Don'ts

Common Mistakes

The most common mistake is a ban without an alternative. If you ban the tools and do not provide a business version, employees will use them with private accounts — and you will have no control.

The second mistake is deploying an assistant over unorganized documents. This results in unexpected internal disclosures that are difficult to explain.

How VitalIT Can Help

VitalIT assists with policies, licensing, permission management, and pilot implementations. See our IT Consulting and Cloud and Microsoft 365 services.

Related: SharePoint for Teamwork and GDPR in IT Practice.

Frequently Asked Questions (FAQ)

Can Copilot see all our documents?

It sees whatever the logged-in user has access to. Therefore, a permissions audit is a prerequisite for implementation.

Is our data used for training?

With business subscriptions, typically no; this is specified in the contractual terms, which we verify before deployment.

How much does it cost?

It depends on the tool; assistants are typically a monthly per-user subscription. We recommend a pilot with a small group.

Who should be in the pilot?

Departments with heavy text-based workloads — sales, HR, executive support.

How do you measure the benefit?

By comparing the time taken for a typical task before and after implementation, as well as through user surveys.