This article outlines a comprehensive framework for US K-12 school administrators to thoroughly evaluate EdTech solutions in 2025, focusing on pedagogical effectiveness, data privacy, scalability, and equitable access for all students.

Micro-credentials are rapidly transforming US higher education by 2025, offering targeted skill development and flexible pathways for career advancement in a dynamic job market, making them essential for professional growth.