It's 2 a.m. and a sophomore in Phoenix is stuck on a derivative.
She opens a tab her school district pays for, types her question, and within seconds a real tutor answers. No appointment. No hourly rate. No parent reaching for a credit card. That tab is Paper, and for a stretch of the early 2020s it was running this exact scene millions of times a month, in dozens of languages, across more than 300 school districts in over 40 states.
Paper is an education technology company headquartered in Montreal. It does not sell to students or to anxious parents. It sells to school systems - a district buys a license, and from that moment every student in it gets unlimited, 24/7 access to live tutoring, writing feedback, reading support, and college-and-career planning. The product is software. The promise is something closer to fairness.
"Democratize access to academic support." A four-word mission that is either a slogan or a business plan, depending on the quarter.
- Paper's founding pitch, recited at roughly every funding roundTutoring works. That's exactly the problem.
Decades of research say one-on-one tutoring is among the most reliable ways to move a student forward. It is also, conveniently, one of the most expensive. Private tutoring runs tens of dollars an hour, which means the kids who can least afford to fall behind are the ones least likely to get the thing that prevents it. The result is an inequality machine hiding inside an otherwise noble idea.
Phil Cutler had seen the gap up close as a high school teacher. Some of his students went home to a tutor. Most went home to nobody. The internet was supposed to flatten this kind of thing, and mostly hadn't - it had simply moved the same paywall online and added a webcam.
The privilege wasn't intelligence. It was the phone number of someone who would pick up at 9 p.m. and explain it again.
- The gap Paper was built to closeAbove: the unglamorous truth of education economics, in one sentence. Frame it.
Two McGill grads, one stubborn hypothesis.
In 2014, Phil Cutler and Roberto Cipriani launched a company with the deeply un-viral name GradeSlam. The bet was simple and a little reckless: if tutoring were free at the point of use, unlimited, and available at every hour a student might actually be doing homework, demand would be enormous - and someone other than the family should pay for it.
That someone, they decided, was the school district. Districts already spend public money on textbooks, software, and support staff. Paper's argument was that always-on tutoring belonged on that list. Get one district to say yes, prove the kids use it, and let word travel through the famously chatty network of superintendents.
Word traveled. GradeSlam became Paper. A 2016 spot in the FounderFuel accelerator turned into seed money, then a Series C, then - in February 2022 - a Series D that vaulted the company into rare air.
They didn't invent tutoring. They re-priced it to zero and changed who got the invoice. That turns out to be the whole game.
- On Paper's actual innovationOne login, several ways to get unstuck.
Paper calls the bundle an Educational Support System. In practice, it's a set of tools a student can reach from a single school-issued account - and, crucially, none of them clock out.
1:1 Live Tutoring
Unlimited, around-the-clock, on-demand help across subjects and multiple languages. The flagship - and the thing students actually open at midnight.
Review Center
Submit an essay, get detailed editorial feedback back. Asynchronous writing support for the assignment due tomorrow.
Paper Reading
Built on the 2023 Readlee acquisition. AI listens as students read aloud and flags exactly where fluency breaks down.
MajorClarity
College and career readiness: exploration tools, micro-credentials, resume and essay help, application management.
Paper Missions
Gamified, self-paced math practice for students who'd rather grind levels than worksheets.
GROW High-Impact Tutoring
Scheduled small-cohort sessions with consistent tutors, aligned to district curriculum. Carries ESSA Level III evidence.
Six tools, one quietly radical rule: a student never sees a price tag.
From dorm-room idea to unicorn to reckoning.
The scale was real. So was the cliff.
At its peak, Paper wasn't a pilot project - it was infrastructure. The numbers below are the part nobody disputes.
The capital that built the network
Then came the part that makes Paper a case study rather than a fairy tale. Much of the district spending that fueled the boom came from temporary federal pandemic-relief money. When that funding wound down, so did the budgets - and a company built for hypergrowth had to learn, abruptly, how to be smaller. Multiple layoff rounds in 2024 cut nearly half of head-office staff and the entire Canadian tutoring corps. Both founders stepped away.
The same wave that lifted Paper to a unicorn was the one that pulled back. Edtech learned that stimulus is not a revenue model.
- The 2024 correction, in plain termsThe idea outlived the boom.
Strip away the valuation swings and the headline drama, and the founding question is still sitting there, unanswered by anyone else: should a tutor be something you can afford, or something every public-school student simply has?
Paper's wager was the second one. In January 2025, CEO Martina Tam inherited a leaner company with a sharper assignment - not to grow at any cost, but to prove, district by district and test score by test score, that always-on tutoring actually moves learning. The mission narrowed. It did not change.
A unicorn is a valuation. A kid getting unstuck at midnight is the product. One of those survives a budget cliff.
- Why the mission still mattersBack to 2 a.m. in Phoenix.
The sophomore finishes her derivative. She closes the tab and never thinks about how it got paid for, which is precisely the point - the most equitable systems are the ones you don't notice. That's the world Paper was arguing for: where help is boring, ordinary, and there. Not a privilege. A default.
Whether Paper itself is the company that makes that permanent is now an open question, written in layoffs and a new CEO and the unforgiving arithmetic of district budgets. But the scene it manufactured - a student, a hard problem, a real answer at an unreasonable hour, no invoice - is harder to un-imagine than it used to be. Paper didn't just sell software to schools. It moved the line on what a public education is allowed to include.
Find Paper
Compiled from public sources including Wikipedia, CNBC, BetaKit, The Globe and Mail, PR Newswire, and paper.co. Funding figures are disclosed/approximate and reflect reporting through early 2025.