In this example, enabling Microsoft Security Copilot, even if you are licensed with E5, on a relatively small Microsoft tenant, resulted in thousands of dollars of unexpected charges in under a month – while producing little actionable output.

At VOSS, this aligns with what we see across AI adoption in enterprise collaboration and security environments. AI promises productivity, insights, and automation – but value is never automatic. Without the right telemetry, workflows, and governance, enterprises risk paying consumption-based charges for capacity and capability that isn’t delivering meaningful business impact or value.

From this experience, three critical lessons emerge:

AI compute resources like Security Compute Units (SCUs) are billed continuously. Without careful provisioning and monitoring, costs can escalate rapidly, even in small deployments.

Technical readiness isn’t just licensing; it includes active telemetry, mature security tools, and processes that allow AI outputs to be actionable.

Workflows and use cases need to be defined before enablement. AI is a productivity multiplier, not a magic solution. Its real value comes when it’s embedded into clear, operational workflows that teams can leverage.

For enterprises adopting AI in UC, security, or network operations, the lesson is clear: don’t enable AI because it’s available – enable it when your environment, processes, and governance are ready to support it.

At VOSS, we help our customers navigate this balance, ensuring AI and automation deliver measurable outcomes, improve efficiency, and protect against unintended costs. By approaching AI adoption with readiness and governance at the forefront, enterprises can transform AI from a costly experiment into a powerful business asset.

Please get in touch to discuss your requirements or concerns in more detail.

As part of our 2026 series on mastering the digital workplace, my third post explores how automation and intelligent license management can help organizations reduce costs, simplify operations, and gain greater control over their Microsoft 365 environments. In the first post, I discussed why governance is the missing link in digital workplace management, and in the second, I examined how smart access controls strengthen security and compliance. Here, I’ll address another critical area where governance and automation deliver tangible value: Licensing.

Managing Microsoft 365 licenses has become one of the most persistent and underestimated challenges facing IT and procurement teams today. What once seemed like a straightforward administrative task has evolved into a complex, high-impact discipline that directly influences digital transformation outcomes. And the bottom line.

As Microsoft continues to expand its cloud portfolio, introduce new add-ons, and shift toward consumption-based billing, many organizations are struggling to keep pace. Overlapping entitlements, unused licenses, and inconsistent governance often mean that enterprises are often paying for capabilities they don’t use – or missing out on features they’ve already bought. The result? Slower adoption and limited visibility into real ROI.

To address this growing complexity, VOSS recently partnered with Kevin Kieller, renowned Microsoft analyst and co-founder of enableUC, to deliver a set of independent resources that help organizations navigate the Microsoft licensing landscape with clarity and confidence.

Complementing the paper is a two-part LinkedIn Live series, where Kevin Kieller and Christopher Martini explore the latest changes in Microsoft licensing and share real-world strategies for staying ahead.

Smarter licensing isn’t just about reducing costs. It’s about unlocking value – ensuring every user has the right tools to be productive, every license aligns with business goals, and every decision is guided by data-driven insight.

With Kevin Kieller’s guidance and the right management tools in place, enterprises can move beyond simply managing Microsoft 365 and start mastering it. If you would like to discuss this in more detail, please get in touch.

In my previous post, I explored how smarter Microsoft licensing enables digital agility. I looked at visibility, allocation, and governance as tools for organizations to scale and optimize services confidently. But assigning a license is only the first step. Just because a license has been allocated doesn’t mean it’s active, adopted, or delivering value. For many enterprises, the real challenge lies in bridging the gap between license assignment and actual usage – a gap that can lead to underutilized features, wasted spend, and missed opportunities for productivity.

This is where license adoption insights come in. By tracking activation, surfacing dormant capabilities, and aligning entitlements to business needs, you can move beyond compliance to maximize business impact.

Typical challenges enterprises face include:

• Purchased vs. unassigned licenses – Licenses bought but never allocated.
• Assigned but not used – Users have access but don’t activate or leverage features.
• Underutilized capabilities – Powerful tools, like Teams Phone in E5, remain dormant.
• Duplicate or overlapping entitlements – Confusion between overlapping licenses such as E5 vs. MCOEV.
• Disabled or inactive accounts – Licenses sitting idle in inactive accounts.

Without granular insights, these gaps remain invisible, and organizations risk overprovisioning, wasted spend, and inconsistent adoption across regions or departments.

VOSS helps IT and business stakeholders bridge this gap by providing real-time adoption and usage analytics across Microsoft and other UC environments. Key capabilities include:

Granular visibility

Track license activation and feature usage at the department, brand, or regional level.

Immediate snapshots

Identify white spaces where licenses are assigned but inactive

Trend analysis

Monitor usage over time to balance capacity, forecast needs, and align future licensing plans.

Actionable alerts

Flag underutilized licenses, duplication, and misaligned entitlements.

Driving adoption

Surface underused features and provide guidance to users and teams to unlock productivity.

With these insights, you can align your license investments with actual business value, ensuring every license drives adoption, efficiency, and ROI.

By bridging the gap between license assignment and activation, the benefits are huge. You will be able to maximize ROI by ensuring every license allocated delivers tangible value, improve productivity by enabling teams to leverage the tools they need when they need them, support data-driven planning as IT leaders gain the insights to forecast, plan, and reallocate resources confidently, and achieve strategic alignment by tying license entitlements directly to business priorities rather than simply maintaining compliance.

To close the digital consumption gap, I recommend that you:

• Audit your current license usage – Understand which licenses are assigned, active, or dormant.
• Invest in analytics – Use platforms like VOSS to gain visibility and track adoption trends.
• Act on insights – Reallocate, rationalize, or educate teams to drive feature adoption and value realization.

If you would like to discuss this with me, please do get in touch!