
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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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.
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.
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.








