How EquateIt Runs a Real Tutoring Company on ClassQuill

How does a real tutoring company use ClassQuill?

EquateIt, a VCE tutoring company founded by the same person who built ClassQuill, runs its entire day-to-day operation on the platform: booking, live sessions, invoicing, tutor payroll, WWCC compliance, lead management and progress reporting. It isn’t a demo account or a design mockup. It’s the same software other tutoring companies sign up for, running on real students, every day. Some things still aren’t automated, even for us, and this post is as much about those gaps as it is about what works.

Who is EquateIt, and why does that matter here?

I’m Brandon. I built ClassQuill, and I also founded and run EquateIt, a tutoring company that teaches VCE Maths and Science. That’s not a detail I’m going to soften. EquateIt was ClassQuill’s first real customer, and it still is, because the fastest way to find out whether tutoring software actually holds up is to run a business on it yourself.

Most “customer case studies” in this industry are written about a company the vendor barely knows. This one is written about the company the vendor runs. If something in ClassQuill is broken or half-built, I find out from my own tutors and parents before anyone else does, and I’d rather tell you that plainly than pretend this is an arm’s-length review.

What does EquateIt actually use ClassQuill for?

Every part of EquateIt’s operations that touches a student, a parent, a tutor or an invoice runs through ClassQuill:

• Booking and scheduling: tutors set recurring availability, students book directly, double-booking isn’t possible
• Live sessions: video, shared whiteboard and a real-time tutor copilot in the same window
• WWCC compliance: card number, expiry, document upload and 30/7-day expiry alerts, tracked per tutor
• Invoicing: a full invoice register with GST calculation, RCTI for contractor tutors, and status tracking from draft through to paid
• Payroll: tiered rate configuration, bank details, ABA bulk transfer export, payslip generation, TPAR export at tax time
• Tutor expense claims: mileage and receipts, logged, approved and reimbursed in one workflow
• Lead management: a lead pipeline from new inquiry through to converted student, with email digests so nothing sits unread
• Session notes and progress reports: generated per student, sent to parents on a schedule
• Org analytics: revenue, active students, active tutors and feedback trends, pulled from the same data every invoice and session already lives in

None of this is a curated highlight reel. It’s the actual list of what a small operations team (in our case, largely just me) would otherwise be doing by hand every week.

What did ClassQuill actually replace?

Before ClassQuill existed, EquateIt ran the way most independent tutoring operations still do: Zoom for the session, WhatsApp for scheduling and questions, bank transfer for payment (and then following up when it didn’t arrive), Google Drive for resources, and a spreadsheet trying to hold together what each student needed to work on next. Six tools, no integration between any of them, and a parent experience split across all six.

That’s the exact problem we describe to other tutoring businesses when they ask why they’d move off their current setup, and it isn’t a hypothetical pitch. It’s the operation I was actually running before I built the alternative. The tools didn’t fail because they were bad tools individually; they failed because none of them talked to each other, and the only thing holding the gaps together was memory and a spreadsheet.

What still isn’t automated, even for us?

This is the part most vendor case studies leave out, so it’s worth being specific. As of today, ClassQuill does not yet handle:

• BAS lodgement and ATO correspondence: Xero pulls from ClassQuill’s invoice and payroll data, but lodgement itself still goes through Xero or the ATO portal directly
• Full organisational profit and loss: ClassQuill tracks revenue and payroll; the business’s own overhead (software, insurance, phone) is tracked separately
• Signed contractor and enrolment agreements: the document storage infrastructure exists, but e-signature and a dedicated documents tab on the tutor profile aren’t built yet, so signed PDFs currently live in a separate drive
• PAYG withholding and superannuation tracking: handled through an accountant and Xero, not inside ClassQuill
• Marketing attribution: lead forms capture source status, but there’s no UTM-level tracking yet, so channel attribution for new students is still done by hand

We keep an internal running list of these gaps specifically so they get built, not forgotten. If a vendor’s own case study doesn’t have a section like this, it’s worth asking why.

How does the AI research behind ClassQuill show up in a real session?

A tutor running a live EquateIt session has a floating copilot panel that reads the session transcript and suggests a move in real time: ask a question rather than explain, offer a hint, or pull a similar practice question from the bank if the student needs another rep before moving on. That feature exists because of a Stanford randomised controlled trial showing tutors with access to exactly this kind of prompt lifted student mastery by 4 percentage points on average, and 9 points for the tutors who started out least effective. We’ve written up that study and a second one, on generating practice questions at the right cognitive depth rather than just “more of the same,” in the research behind ClassQuill.

The second study matters just as much for a business like EquateIt’s. McGill researchers found that a question generator given only a topic name, with no target cognitive depth and no curriculum grounding, clusters around easy, routine questions, exactly the kind a student doesn’t need more of. Add a depth target and real curriculum content, and both correctness and appropriateness jump sharply. EquateIt’s own homework generation is built on that finding: when a student’s session flags a weak topic, the practice ClassQuill recommends is calibrated to the reasoning level VCE exams actually test, not just another worksheet on the same page.

The post-session quality-scoring pipeline is in active development, not fully switched on yet, so we’re not going to claim results from it we don’t have. It’s worth saying why we’re building it at all: most tutoring companies have no structured way to score a session or track how a tutor is actually performing over time. It tends to be gut feel, or nothing. That’s the gap this closes, once it’s live.

What would we tell another tutoring company owner considering ClassQuill?

Don’t take a vendor’s word for what their software does. Ask to see it running on a real business, not a demo tenant seeded with clean data. That’s the whole reason this post exists: EquateIt’s ClassQuill account isn’t dressed up for a screenshot, it’s the account a real tutoring company runs its Tuesday on.

And if a competing platform’s pitch is that its AI “teaches the student” or “personalises everything,” ask to see the trial data behind that claim. Ours is published, not implied: the research above is the actual basis for the copilot and question-generation features EquateIt uses on its own students, and we’d rather point you to the studies than ask you to take our word for it.

We’re deliberately not publishing exact tutor and student counts here — EquateIt today is a small, single-tutor operation. That’s not a weakness in this case study, it’s the point: this isn’t a flagship account dressed up for a demo, it’s the actual, modest-scale account the person who built the software runs his own business on.

The admin-time drop is real and specific: scheduling, invoicing and chasing payments combined are down roughly 40% from what they took before ClassQuill. Part of that is ClassQuill itself; part of it is the Basiq bank-feed integration specifically, which lets a small tutoring company go live without setting up Stripe and still get an easy read on which invoices have actually been paid, instead of manually checking a bank account.

On progress reports: to be straight about it, no EquateIt parent has received one yet, so there’s no real reaction to report. What’s worth describing instead is the actual shape of it, because it’s a real, built feature, not a mockup. The system prompt behind it is simple: “You are writing a progress report for a parent. Be warm, specific, and constructive. Use only the data provided.” Every report has four parts: a summary paragraph, strengths, areas to improve, and how to support at home. In my view the text summary is the least valuable part. The part that actually matters is the visual weakness and weekly-improvement tracking underneath it, seeing a specific topic move over time, not just being told in prose that a student is “doing well.”

If you run a tutoring company and you’re wondering whether ClassQuill would hold up on your business the way it does on ours, book a demo and we’ll show you the real thing, not a script.