How AI and adult learning will reshape education investment

Executive overview

AI tools like ChatGPT make rote skills obsolete, forcing education to shift toward human capabilities: empathy, adaptability, and abstract thinking. The workforce no longer offers 20-year career stability — people need continuous, lifelong skill upgrades.

The underserved gap is adult learning. Formal education ends at 21, but careers now run to 100 with multiple pivots. Platforms like Udemy prove this market is large, profitable, and socially valuable.

The core insight: education technology wins when it elevates human capability rather than replicating traditional schooling online.

AI's effect on what education must teach

• Spelling and arithmetic became less central after calculators and word processors; AI does the same to basic writing and recall
• Students must go deeper — answers requiring empathy, judgment, and creativity cannot be easily prompted from AI
• Fighting AI adoption is futile; the only viable response is elevating students to higher-order thinking
• Multiple career pivots are now normal; adaptability is the essential skill, not domain knowledge alone

The adult learning gap as an investment thesis

• Formal education ends around 21, but careers now span to 100 — leaving decades of learning unaddressed
• Traditional employers rarely provide formal retraining; individuals are left to upskill alone
• When innovation moved slowly, this gap was tolerable; exponential technological change makes it critical
• Adult learning is the new industry needed to close this gap

Why Udemy validated the thesis

• Instructors earn more teaching on Udemy than through conventional channels — supply side is healthy and motivated
• Courses are affordable for learners worldwide, creating genuine access
• After six-plus years on the board, the company went public — a successful outcome for investors and learners alike
• The model showed that technology can make teaching a financially rewarding, high-status profession

What Roble Ventures looks for in education companies

• Team and market matter more than product — most companies pivot, so product is a proxy for team quality
• Education requires integrating learning science, technology, and business together; founders who know only one dimension tend to fail
• A common mistake: assuming personal experience as a student qualifies someone to build an education product
• Board composition must be diverse and independent from the start — not retrofitted later
• Investor base construction is as important as the founding team itself

The broader framework: human enablement

• Capitalism without purpose leads to socioeconomic inequity — investment should actively counter that tendency
• Teachers are undervalued relative to their contribution; technology can change their earning potential and social status
• Education (K–12 through higher ed) is a top-three global industry by market size — and adult learning sits on top of that
• The investment theme of human enablement applies both to portfolio companies and to how Roble works with founders