Two university‑based edtech ventures are scaling rapidly after pitching evidence‑backed solutions to chronic school problems. Journify Learning, spun out of Stanford GSB, has raised $1.15m from ed‑tech VCs and claims traction in special education workflows across multiple U.S. states by automating compliance and progress tracking. The startup’s positioning as a 'time‑saving compliance layer' has won district pilots and non‑dilutive grant support. Northwestern‑linked InstaEnglish is marketing a conversational fluency product that reached top app charts in Japan and expanded into South Korea. Both ventures underscore a growing pattern: MBA and graduate founders are converting university research and teaching practice into scalable services that sell back into school districts and language markets. For university leaders, these cases highlight the fundraising and market validation benefits of tight researcher‑founder collaboration, but also raise questions about IP policies, faculty time allocation and the need for commercialization offices to streamline early pilots into sustainable contracts.