Hey, Microsoft, it’s time to invest in adoption

Selling AI also means selling adoption

Bank of America’s renewed Buy rating on Microsoft, along with a $500 price target by the end of 2026, is a strong signal that the market still believes in Microsoft’s AI story. It definitely believes in Azure. But it also seems to believe in Copilot. And increasingly, it seems to believe that Copilot adoption will be one of the signals that determines how much of that upside Microsoft can actually capture.

That should be encouraging for Microsoft. It should also be clarifying.

Because if Copilot adoption is now part of the valuation story, Microsoft cannot afford to treat adoption like a secondary issue. It cannot keep acting as though selling licenses is enough.

From where I sit, Microsoft has done a remarkable amount right. The company has the enterprise footprint, the trust, the infrastructure, the channels, and the capital. It has the ability to put AI into the hands of millions of workers faster than probably anyone else. Microsoft said in January that it now has 15 million paid Microsoft 365 Copilot seats, with seat adds of more than 160% year over year. That scale is impressive.

But selling seats is not the same as adoption. It’s like going to a football game, filling the stands, and then not having a game.

A company can provision Copilot across the enterprise and still fall short of meaningful behavior change. It can light up access without creating confidence, and it can announce a successful AI transformation without proving business value. And that, to me, is where Microsoft needs a wake-up call.

The issue does not seem to be that Microsoft lacks technical capability. If anything, the opposite is true. Microsoft keeps adding more AI depth, more model flexibility, more product movement, more organizational reshuffling, and more signals that it is serious about competing. Reuters recently reported that Microsoft reorganized parts of its Copilot business to drive better adoption. Around the same time, reporting also showed Microsoft broadening pieces of its Copilot approach with Anthropic technology, while the OpenAI relationship appears more visibly complicated than it once was.

I don’t see this as a sign that Microsoft has failed. I see it as a signal that technical strength alone is not enough.

The real problem is that enterprise AI is still too often treated like a software deployment when it is actually a human engagement challenge.

There is a massive gap between how AI gets discussed at the top of the market and how it gets experienced by the average employee. In executive briefings, on earnings calls, and in product launches, the conversation is about agents, models, reasoning, orchestration, and strategic positioning. But for most employees, the conversation is much more personal: Will this make my job easier, or make my job disappear?

That question is sitting quietly underneath far more AI rollouts than most leaders want to admit.

If I am an employee and every headline I see is about automation, workforce reduction, digital labor, or agents replacing tasks, then my relationship to Copilot is going to be shaped, or at least influenced, by that fear. I may still use it. I may even be curious about it. But I am not approaching it with neutral energy. I am approaching it with caution. With skepticism.

People do not deeply adopt tools they believe are being introduced to reduce their value. They do not experiment freely when they think they are training their replacement. They do not build new habits around a system they suspect could ultimately be used against them.

This is one of the biggest blind spots in enterprise AI right now. We keep talking about enablement as if it is just a matter of training people how to prompt better. It is not. It is also about helping people understand where they fit in the future of work. It is about infusing AI into company culture so it can make people better, faster, and more effective, not more disposable.

That is why I think Microsoft needs to push much harder on evidence. Not just product evidence, but business evidence and human evidence.

This is a “show-me” situation. Show me where Copilot creates measurable operational value. Show me how it reduces time spent on low-value work. Show me how it improves communication quality, speeds up decisions, shortens turnaround times, and creates more room for better judgment. Show me what happens in finance, operations, HR, sales, customer service, and project management when people actually use it well.

Let’s go one step further.

Show me how that value strengthens employees instead of weakening them. Show me how Copilot can elevate the role of the manager, the analyst, the coordinator, the seller, and the operator. Show me how AI can make work more human by removing friction, not by stripping away identity.

Right now, at least from my perspective, too many companies are rolling out AI in an atmosphere of ambiguity. Leaders are saying, “Use this, it will help you,” while the broader market keeps shouting, “This technology may replace you.” That contradiction kills trust. And trust is a prerequisite for adoption.

This is why I believe Microsoft needs to do more than sell licenses. It needs to encourage investment in the human side of transformation.

Now, let’s be very clear: I don’t believe Microsoft solely owns that investment. Its customers shoulder the weight of that responsibility. Organizational change management, internal communications, manager enablement, proof-of-value storytelling, and behavior change all happen inside the customer. That is where real adoption lives. But Microsoft has extraordinary influence over whether customers take those things seriously.

Microsoft can push sellers to frame Copilot as a business transformation effort, not just a software sale. It can equip account teams to talk about evidence, value realization, and workforce confidence. It can encourage customers to budget for adoption, communications, and organizational change management alongside licenses. It can elevate the idea that AI value is captured not just through procurement or IT investment, but through belief, repetition, relevance, and trust.

Microsoft has a real opportunity. The bullish market sentiment is not disconnected from reality. There is real goodness here. There is real potential. Microsoft has every reason to believe Copilot can become deeply valuable inside the enterprise. But if that value is going to scale, then customers need more than access. They need a reason to believe. They need examples they can point to and evidence they can take back to the business. And employees need to feel like this technology is being deployed with them in mind, not in spite of them.

If Microsoft wants Copilot to become a bigger contributor to the company’s long-term valuation story, then it should think more about evidence of engagement.

It should keep building. It should keep improving the product. It should keep selling seats.

But it should also push much harder on adoption, the part that turns a license into actual value.

References

  1. Bank of America on Microsoft as “a primary beneficiary of AI monetization” and the renewed Buy rating with a $500 target

  2. Microsoft FY26 Q2 earnings call, including 15 million paid Microsoft 365 Copilot seats and record seat adds up more than 160% year over year

  3. Microsoft rejigs Copilot teams, freeing up AI chief for superintelligence push

  4. Microsoft brings Anthropic AI models to 365 Copilot, diversifies beyond OpenAI

  5. Recon Analytics, “AI Choice 2026: Why Licenses Don’t Equal Adoption”

  6. Nadella paid $650M to recruit his AI chief. After 2 years he's quietly pushing him aside

  7. Reuters on Microsoft introducing Copilot Cowork based on Anthropic’s Claude Cowork

  8. Reuters on Microsoft weighing legal action over the OpenAI-AWS deal