A massive market, still run manually.
global education industry spend in 2025, projected toward $10T by 2030
students in higher education alone worldwide, on largely one-size-fits-all paths
global EdTech market in 2025 — still under 3% of total education spend
CAGR for EdTech through 2033 — most of that growth is still ahead
Five problems every institution repeats.
Most classrooms move students through material at a single fixed pace, regardless of ability — fast learners get bored, others get left behind.
Manual grading and feedback commonly take days to turn around — students often lose the learning moment before feedback arrives.
At-risk students are usually flagged only after they've already fallen behind, not before.
Small teams answer the same enrollment questions hundreds of times a season by hand.
Curriculum and practice material are built once and rarely adapted to what's actually working.
Students hit questions at 11pm with no one to ask until the next class.
What automation actually changes.
Processes being automated right now.
Early movers are already running these — the gap is adoption, not technology.
SaaS ideas worth validating.
Five concrete starting points inside education automation, worth validating before you build.
Grades assignments in a teacher's own rubric and voice, then lets them approve or edit in seconds instead of hours.
Combines attendance, LMS activity, and grades into one risk score institutions can act on weeks earlier.
Handles inbound enrollment questions, tour scheduling, and application nudges across chat, SMS, and email.
Turns a syllabus into an endless, personalized stream of practice questions targeted at each student's gaps.
Auto-drafts progress updates and answers parent questions from real student data, in the school's tone.
Continuously rewrites lesson material based on where students actually struggle, term over term.