SQAAF, developed by PARAKH under NCERT and rooted in NEP 2020, redefines school quality through a five-domain framework—administration, curriculum, assessment, infrastructure, and inclusiveness. By combining self-assessment, strategic planning, and transparent disclosure, schools advance from Abhilasha (Aspiring) to Pragati (Progressing) to Jagriti (Exemplary). In partnership with the State School Standards Authority (SSSA), SQAAF balances accountability with renewal, turning data into actionable insights and fostering stakeholder engagement. Embedding reflection into practice, it cultivates equitable, learner-centered ecosystems that evolve beyond compliance into vibrant hubs of innovation, dignity, and continuous improvement.