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Innovation in EdTech is increasingly coming from focused, nimble companies rather than the industry’s largest incumbents. In this episode of Signals in Higher Ed, Harbinger Lane CEO Darin Francis sits down with Mark Miller, Managing Partner at Good Harbor Partners, to explore why smaller education companies are often better positioned to identify specific problems, work closely with institutions, and build solutions that established players struggle to create internally. Pasted text
Drawing on decades as an EdTech founder, operator, advisor, and co-founder of LearnLaunch, Miller traces his journey from launching his first company as a Cornell student to helping education companies navigate growth, fundraising, strategic partnerships, and acquisitions. He explains what product-market fit really looks like as a startup matures, why repeatable sales and implementation matter, and why companies can get stuck when they raise too much capital, pursue too many opportunities, or fail to react quickly enough when conditions change.
The conversation also examines how AI is reshaping the economics of EdTech. Software that once required millions of dollars to develop can increasingly be built much faster and more cheaply, raising the bar for what makes a company strategically valuable. Miller argues that successful companies will need more than technology alone. They need deep understanding of specific workflows, defensible customer value, and products that larger organizations can confidently bring through their existing sales channels.
Francis and Miller close by examining the overlooked "middle" of the EdTech ecosystem: companies that have moved beyond startup status but have not yet reached the scale that naturally attracts private equity and major strategic buyers. Miller discusses Good Harbor Partners' effort to give these emerging companies greater visibility and access to investors, strategics, and advisors, while highlighting major opportunities still waiting to be solved across assessment, work-based learning, skills development, curriculum, and the connection between education and employment.
