How AI Fellows Are Transforming Business Education
While most universities are still debating whether to ban ChatGPT or embrace it, the University of Toledo's Neff College of Business is taking a...
2 min read
Writing Team
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Jan 12, 2026 8:00:03 AM
While everyone's obsessing over the next AI chatbot or image generator, smart money is quietly betting on something much more interesting: AI-powered education. CMSI's recent analysis highlighting companies like Duolingo and New Oriental isn't just investment advice—it's a masterclass in identifying sustainable AI business models that actually work.
Here's the thing about education companies that most marketers miss: they've cracked the code on AI adoption without the typical user resistance. When Netflix suggests a movie, people might ignore it. When Duolingo adapts to your learning pace, you actually want more of it. That's the difference between AI as a nice-to-have feature and AI as genuine value creation.
The lesson? Stop thinking about AI as a shiny object to bolt onto your marketing stack. Start thinking about it as a way to make your customers genuinely better at what they're trying to accomplish. Education companies get this because their entire business model depends on measurable improvement.
CMSI's focus on "defensive growth" in the education sector reveals something crucial about sustainable AI implementation. While tech companies are burning cash on AI features that users don't understand or want, education companies are building AI that solves real problems people are willing to pay to solve.
Duolingo's approach is particularly brilliant from a marketing perspective: They use AI to personalize the learning experience, which increases engagement, which improves retention, which drives word-of-mouth growth. It's a virtuous cycle that doesn't depend on constant advertising spend to maintain momentum.
Compare that to most marketing AI implementations, which focus on automating existing processes rather than fundamentally improving customer outcomes. We're using AI to write more emails instead of using AI to make those emails actually helpful.
The investment community's excitement about AI in education isn't just about teaching languages or test prep. It's about businesses that have figured out how to use AI to create genuine customer success, which is the holy grail of sustainable growth.
If you're implementing AI in your marketing, ask yourself: Does this make my customers measurably better at something they care about? If the answer is no, you're probably just adding complexity.
Education companies also excel at something most marketers struggle with: making AI benefits immediately obvious. When Duolingo adjusts difficulty based on your performance, you feel it working. When your marketing automation platform uses AI to optimize send times, your customers have no idea and don't care.
The bullish outlook on AI-powered education companies reveals a massive opportunity for marketers willing to think beyond traditional campaign optimization. Instead of using AI to push more content at people, what if we used it to help them achieve their goals more effectively?
This could mean AI that helps B2B prospects actually understand ROI calculations for your product, or AI that guides customers through implementation best practices, or AI that identifies when someone's about to churn and proactively solves their underlying problem.
The education sector's success with AI isn't because they have better technology. It's because they have better alignment between AI capabilities and genuine human needs. That's a lesson worth learning, regardless of what you're marketing.
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