Artificial intelligence is moving fast, and small and mid-sized businesses across Oklahoma are feeling the pressure to adopt new tools. One of the most popular business AI tools is Microsoft’s Copilot, built into Microsoft 365 to help teams work faster, write content, analyze data, and streamline everyday tasks.

But there’s a hidden cost many business owners don’t see coming.

In the rush to “keep up with AI,” companies often buy Copilot licenses for everyone in their organization.  Months later, they discover that only a small portion of employees are actively using the tool, while the rest of the licenses sit unused.

This is called licensing waste, and for small and mid-sized businesses, it can quietly drain your IT budget.

The good news is that with the right strategy, you can take control of your AI spending while still getting the productivity benefits your team needs.

 

The Reality of AI Licensing Waste

For many businesses, buying licenses in bulk feels like the easiest approach. It simplifies procurement and avoids difficult decisions about who gets access. But this one-size-fits-all model rarely works in practice.

Not every role benefits from advanced AI features. For example, a receptionist may only use email and scheduling, while a field technician might rely on mobile apps and never interact with Copilot at all. Meanwhile, your marketing, legal, or finance teams may rely heavily on AI to draft content, summarize documents, and analyze trends.

Without visibility into actual usage, it’s easy to overspend.

For businesses in regulated industries like healthcare, legal, and energy — Nomerel’s core focus — this problem is even more significant. AI tools must be implemented carefully to meet compliance and security requirements, so unused licenses represent both financial and operational risk.

 

Why Every Small Business Needs a Microsoft 365 Copilot Audit

You can’t improve what you don’t measure. A Copilot audit helps you understand:

• Who is actively using AI
• Which departments are gaining value
• Where licenses are going unused
• How to reallocate resources for better ROI

Instead of guessing, your leadership team gets clear, data-driven insight.

This approach allows Tulsa and Oklahoma City businesses to make smarter technology investments while maintaining predictable IT costs — one of the biggest concerns we hear from business owners.

 

Step 1: Review Real Usage Data

The first step is simple: look at the data.

Inside the Microsoft 365 admin center, you can access built-in reports that show:

• Active vs. inactive users
• Adoption trends
• Frequency of use
• Feature engagement

These reports help you identify power users and low-value users. Often, businesses discover that only 20–40% of licensed employees are consistently using Copilot.

That insight alone can lead to significant cost savings.

 

Step 2: Reclaim and Reallocate Licenses

Once you know who is using Copilot, the next step is optimization.

Reclaim licenses from inactive users and assign them to employees who can benefit more. This might include:

• Marketing teams creating content
• Legal professionals reviewing contracts
• Healthcare administrators summarizing documentation
• Operations leaders analyzing business data

This ensures your AI investment drives productivity.

 

Step 3: Improve Adoption Through Training

Sometimes, low usage isn’t about lack of need. It’s about lack of confidence.

Many employees avoid AI tools because they don’t know where to start. Without guidance, they may feel overwhelmed or worry about making mistakes.

This is why cybersecurity and AI training matter.

At Nomerel, we help organizations in Tulsa and Oklahoma City build confidence through structured user education. When employees understand how to safely and effectively use AI, adoption increases and ROI improves.

Simple strategies include:

• Short training sessions focused on real workflows
• Practical use cases relevant to each department
• Internal champions who support adoption
• Quick-tip video libraries for everyday tasks

This approach transforms unused software into a valuable business tool.

 

Step 4: Establish Clear AI Governance

Strong AI governance is one of the biggest differentiators between reactive and proactive IT.

Without clear rules, AI usage becomes chaotic. Businesses risk overspending, exposing sensitive data, or violating compliance standards.

A governance framework should answer key questions:

• Which roles qualify for Copilot?
• What data is allowed to be used with AI?
• How often will licenses be reviewed?
• Who approves new requests?

For regulated industries, governance also supports HIPAA, PCI, and other compliance standards.

 

Step 5: Plan Ahead for Renewal

The worst time to evaluate AI licensing is the day before renewal.

Instead, schedule audits 60–90 days in advance. This gives you time to:

• Adjust your license count
• Negotiate better terms
• Align costs with actual usage
• Avoid another year of overspending

This proactive approach is a key part of Nomerel’s managed IT strategy.

 

The Bottom Line: AI Should Deliver ROI

Artificial intelligence has enormous potential, but only when implemented strategically.

The businesses seeing the biggest impact are not the ones buying the most tools. They’re the ones measuring, optimizing, and training their teams.

For small and mid-sized businesses in Tulsa, Oklahoma City, and across Oklahoma, smart AI adoption means:

• Predictable technology costs
• Improved productivity
• Stronger cybersecurity
• Compliance-ready environments
• Better decision-making

If your organization is investing in AI, now is the time to ensure every dollar is working for you.

 

Start with an AI Readiness Assessment

If you’re unsure where your organization stands, Nomerel offers a quick AI readiness assessment designed for small and mid-sized businesses. In just a few minutes, you can identify risks, gaps, and opportunities in your current strategy.

From there, our team can help you:

• Audit your Microsoft 365 Copilot usage
• Improve security and compliance
• Build an AI governance framework
• Train your employees
• Create a roadmap for long-term success

Contact Nomerel today at sales@nomerel.com or 918-770-4099 to schedule a consultation and take control of your AI investments.

 

 

Faith Morgan

Author, Marketing Coordinator at Nomerel

Faith is a dynamic marketing professional with over 9 years of experience in content marketing, social media strategy and video production. An avid traveler and outdoor enthusiast, she draws inspiration from exploring new places, enriching her storytelling approach. At Nomerel, she enhances communication, streamlines processes, and supports the company’s mission to provide exceptional IT solutions.