Best AI transcription tool for teachers

There are roughly 40-60 AI transcription tools on the market today, with heavy hitters like Otter.ai, Rev, and Fireflies dominating the general space. The common failure pattern is obvious: these tools optimize for business meetings and podcasts, not the messy reality of classrooms—noisy environments, multiple student voices, need for FERPA compliance, and integration with existing teacher workflows like Google Classroom or learning management systems. Teachers are currently duct-taping solutions together: recording on their phone, uploading to a generic transcription service, then manually reformatting timestamps and highlights. The real gap isn't in transcription accuracy (that's solved), it's in post-transcription intelligence—automated identification of student participation, behavior notes, IEP-relevant moments, and one-click export to gradebooks. A founder shipping here should obsess over three things: (1) FERPA-first architecture and data handling that makes administrators sleep at night, (2) classroom-specific workflows like marking up who spoke when and why it matters for differentiation, and (3) integration pathways with the tools teachers already live in daily. The secondary opportunity is pricing—teachers are underfunded and resistant to SaaS, so a freemium model with generous usage limits for individual teachers could own this niche fast.