Class Disrupted

How AI Can Help Educators—and High Schoolers—Tutor Students So They Learn to Read

Apr 15, 2026
Matt Pasternak, founder and CEO of Once, builds AI-powered tools and coaching for one-on-one early reading instruction. He shares how a low-tech start grew into software that supports paraprofessionals, uses AI for fluency assessment and highlight reels, tackles kid speech recognition, and trains high school tutors to teach kindergartners.
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ANECDOTE

Pandemic One-On-One Sparked Once

  • Matt Pasternak and a friend noticed both their pandemic-era kindergarteners learned to read with daily 15-minute one-on-one lessons.
  • A pilot in a TK classroom showed dramatic social and reading gains for a child after a few weeks of daily tutoring.
INSIGHT

Use Existing Staff Not External Tutors

  • Schools already have instructional assistants who could be upskilled to deliver tutoring rather than hiring external tutors.
  • That insight shifted Once from recruiting tutors to building software and coaching for existing school staff.
ADVICE

Prototype Lessons Then Record Everything

  • Start lean: prototype instruction in Google Slides/Sheets and record every session to create a dataset.
  • That low-tech archive enables future software and AI capabilities once you accumulate many teaching hours.
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