Curriculum-aware AI feedback and independent practice for Australian senior-secondary students - with supported onboarding, aggregate cohort insight and school-controlled safeguards.
School controls
Boundaries first
Controlled settings default off
Cohort insight report
Signal, not surveillance
Pilot example · aggregate fields only
Australia-wide platform
Student communities learning with Polarbear nationwide
35K+
Australian students trust Polarbear for revision
1.5M+
Learning activities completed by Australian students
1,000+
Australian school communities represented by students* School count methodology available below.
Based on self-reported school names matched against Australia’s official school registry and deduplicated by parent-school identifier. Ambiguous and unverified entries excluded.
These verified database figures describe reach and usage, not causal academic, wellbeing or teacher-workload outcomes. “Represented” means student presence, not a customer, partner, endorsement or formal school rollout.
Polarbear gives students somewhere to ask, practise and improve without asking staff to author another course or turn student work into a monitoring feed.
You’re subtracting the whole bracket. Let’s do one line: what does -(x - 3) become?When staff are not in the room
Tutorbear can explain a concept, take a follow-up and turn the idea into a quick check that shows what landed.
Shakespeare uses the dagger to show Macbeth’s imagination already committing the murder before he acts.
✎ Strong link - now answer the “so what?”Between teacher touchpoints
Essay Marking adds criterion-level feedback while the work is still in front of the student - as additional practice, not a replacement for teacher judgement.
Which factor most shifted the verdict?
During independent revision
Exam Cram moves students into focused questions, immediate explanations and another attempt that counts.
The first school offer is deliberately bounded: access, launch, aggregate insight and a scheduled decision. No open-ended free trial and no fictional enterprise platform.
Designed to run with no teacher content-authoring requirement. Each public inclusion still requires an assigned Polarbear delivery owner before a pilot starts.
Student access
A defined senior cohort receives access to the agreed product tier, including guided tutoring, essay feedback and focused exam practice.
Whole-cohort scope agreed before launch
Aggregate insight
A concise report on activation, weekly use, product mix and subject demand - with small groups suppressed and no student-content feed.
Pilot-delivered report, not a live dashboard
Supported launch
A 45-minute launch session, a defined setup path and founder-led support keep the pilot bounded and moving.
No teacher content-authoring requirement
Governance
Pilot-gated settings, parent communication material and an explicit access boundary help schools evaluate the rollout honestly.
Exact controls confirmed during scoping
Polarbear begins with study jobs students already recognise. These are real product screens - not a school dashboard concept dressed up as something live.
An overall result, criterion-level detail and comments beside the writing make the next move visible while the draft is still active.
BuiltStudents can bring in their notes, ask follow-ups and turn an explanation into a quick knowledge check inside their own workspace.
Built
Focused questions, instant explanations and a second attempt move students beyond passive rereading.
Built
Australian full-time lower-secondary teachers report a 46.5-hour working week, compared with 41 hours across the OECD. Too much administrative work is their most commonly reported source of stress.
Reported weekly working hours
Self-reported total working hours for full-time lower-secondary teachers.
Workload pressure
69%
Among Australian lower-secondary teachers in TALIS 2024.
Workforce intention
1 in 5
This is a self-reported intention from the Australian Teacher Workforce Data collection, not observed attrition.
Scope: OECD TALIS figures describe Australian lower-secondary teachers and use self-reported responses. The 46.5-hour total is for full-time teachers. The AITSL figure measures intention to leave, not actual departures.
Primary sources: OECD TALIS 2024 Australia country note and AITSL National Trends, June 2026.
We are exploring teacher tools that begin with teacher-supplied context, prepare a useful first draft and keep professional judgement in charge.
Concept preview - not live or included in the initial pilot.
Practice-paper concept
Analyse how the writer positions the reader to share a point of view.
10 marksCompare how evidence is used across the two supplied texts.
8 marksDevelop an extended response using one teacher-selected outcome.
12 marksThis direction is for partner discovery. It is not a claim about current availability or teacher time saved.
Polarbear separates the work a student does from the aggregate signals a supported school pilot can use.
Here's my intro - is the thesis actually arguing?
It asserts. Add one "because" line and it argues.
In the student's space
Tasks, Tutorbear feedback and retries stay with the student - never a school-admin content feed.
At the boundary
Aggregate cohort activationcrosses
Aggregate weekly use and demandcrosses
Essay draftsnever
Tutorbear conversationsnever
At the privacy boundary
Agreed cohort-level patterns cross. Individual notes, prompts, essays and Tutorbear conversations do not become a school-admin content feed.
In the school's view
A pilot-delivered cohort report summarises activation, weekly use, product mix and demand - staff decide where human support helps.
The school-control surface exists in the product code, but access is feature-gated and controlled settings default off. A pilot only enables what has been operationally approved and agreed with the school.
Current administration deliberately has no student list, transcript, note or essay-content view. That boundary is a product decision, not a missing screenshot.
Illustrative control summary
School settings
Note Taker
Allow note-capture functionality for the school environment.
Off
Public publishing
Control whether school-linked work can be published publicly.
Off
Product analytics
Control analytics for the school environment.
Off
Append-only change history
Schools should never need to reverse-engineer a feature list. This status view is intentionally explicit and should be re-reviewed before every release.
Status shown for the August 2026 build. “Built” does not mean every school-admin control is generally enabled; pilot gating and operational approval still apply.
Live student tools, plus a separate gated admin foundation
Delivered as part of a supported rollout
Shaped with pilot partners - not sold as live
Need a specific workflow? Tell us during discovery. We will say plainly whether it is built, pilot-delivered or not available.
Polarbear can show live product capability today. The first pilots should create stronger evidence - with a baseline, a denominator, privacy thresholds and room for results that do not improve.
No public claim yet about grade gains, stress reduction or teacher time saved. Those modules stay hidden until a reviewed study meets the evidence gate.
Evidence ladder
Official database scale
Polarbear’s official database records 35K+ Australian students, 1.5M+ learning activities and 1,000+ Australian school communities represented by students. “Represented” means student presence, not customers, partnerships or school endorsement; these reach and usage totals do not establish outcome causality.
Adoption and operational usefulness
Activation, repeat use, product mix, onboarding effort and whether the cohort report informs an action.
Grades, stress and teacher-time outcomes
Not published until a reviewed multi-school method, sample and denominator support the exact wording.
Share and count of the invited cohort completing account linking and one meaningful learning activity by week three.
How many students return across distinct weeks - not just how many accounts exist.
Aggregate product, subject and topic demand, with privacy thresholds applied.
Whether the report prompts a useful school action and whether the rollout should continue.
The pilot is designed to validate adoption, delivery and usefulness without drifting into an indefinite trial. Responsibilities are visible before launch.
Agree the cohort, timing, success measures and privacy questions.
Confirm the paid pilot scope, invoice or PO and annual decision point.
Provision the agreed cohort and prepare staff and family communications.
Run the 45-minute session and give students a clear first study job.
Review activation at week three, then deliver mid and end reports.
Meet against the agreed evidence and choose whether to continue annually.
We agree the cohort, delivery window and success measures first. School purchasing then follows a proposal and invoice or purchase order - never a consumer checkout.
The fee, scope and delivery window are confirmed in the founder discussion.
The proposal can credit the pilot toward an annual licence if the school continues.
A whole-cohort annual quote follows the agreed pilot - with invoice or PO support.
No vague compliance cloud and no badge theatre. The initial page states the boundaries; the procurement conversation supplies the current provider, processing and implementation detail.
The student uses their own workspace and creates learning content inside it.
Account, learning-content and usage data are processed to deliver the service.
Only defined cohort measures flow into the pilot report; small cells are suppressed.
Staff receive the report and decide where human support or rollout changes are useful.
No school-admin content feed. The current surface does not expose student notes, prompts, essays or conversations.
No Australia-only claim. Some service providers may process data overseas; the privacy policy contains the current detail.
Straight answers about product fit, workload, visibility, procurement and what does not exist yet.
The initial offer is designed for Australian senior-secondary cohorts. Exact curriculum, year level, subject coverage and cohort fit are confirmed during scoping because availability varies by product and curriculum.
Students receive access to the agreed Polarbear product tier through their own account. The current suite includes guided AI tutoring, essay feedback, focused practice and tools for organising learning materials. The final inclusion list is written into the pilot scope.
The current school-admin surface is designed around aggregate recognition and governance. It does not provide a student-content list or access to student notes, prompts, essays or Tutorbear conversations. The pilot report uses agreed cohort-level measures and suppresses small groups.
The pilot does not require teachers to build lessons, question banks or assignments inside Polarbear. Polarbear handles launch support and delivers the aggregate report. The teacher-tool concepts shown on this page are roadmap explorations, not initial-pilot inclusions. We measure actual staff effort during the pilot rather than claiming a pre-existing time saving.
Not currently. The teacher-tool workbench shown on this page is an illustrative roadmap concept. Practice-paper drafting, rubric-assisted review, lesson-plan drafting, a teacher dashboard, assignments, class rosters and individual drill-down are not presented as live or included in the initial pilot.
Not in the initial offer. Cohort setup is supported manually using the agreed school attribution and provisioning process. SSO and SIS/LMS integrations remain on the roadmap and should not be assumed during procurement.
School purchasing is sales-led rather than a consumer checkout. After discovery, Polarbear confirms a bounded paid-pilot scope and supports an invoice or purchase-order path. Public numeric pricing is intentionally withheld until the founder confirms the current delivery window and terms.
The intended principle is that the student keeps their account and learning history while school coverage changes their entitlement. The exact overlap treatment must be confirmed in the pilot agreement before a cohort is provisioned, so no automatic cash-refund promise is made on this page.
The supported rollout can include school-approved family communication material. Polarbear does not currently offer a linked parent dashboard, parent access to student conversations or a separate guardian billing account.
Yes. Polarbear is a supplementary study tool, not a replacement for teachers or a guarantee of academic outcomes. Students should verify high-stakes information and use teacher judgement for formal assessment decisions.
The intended model is that the student retains their account and content while the school-funded entitlement ends under the agreed terms. The pilot agreement must state the access date, data treatment and any continuing free access before launch.
Don’t take our word for it. Start with theirs.
100% HHD SAC
“I was sooo behind with content and studying for my SACs at the start of the year, but Tutorbear helped sooo muchhhh — I actually got a 100% on my last HHD SAC! I love using Polarbear AI. It’s so good. Thank you so much for making such a good study tool!”
VCE English
Creator video
94% Health SAC
“Polarbear has been a great help, especially when understanding how to format responses to ensure full marks! I just got a 94% on Health because of this, so thank you. You guys are doing great, and these emails are really considerate.”
HHD + lecture recording
“I am in Year 10 at the moment doing HHD 1/2 and maths pre-Methods. I LOVEEE the Polarbear website, as it has helped me so much and I get a lot of use out of the feature where you can record your lectures.”
Written responses
“I absolutely love Polarbear! Having my written responses marked is incredible, as I rarely get accurate results when I grade my own work. I also really appreciate the targeted questions, which let me focus on the areas where I need the most help.”
ATAR perspective
Creator video
English + Biology
“Polarbear has immensely helped me in English and Biology. I thought it was just an essay marker, then I leveraged Exam Cram for Bio — the subject I struggled with most — as well as perfecting my creative writing.”
Exam Cram
“The feedback given back for short-answer questions is so specific and detailed — extremely helpful, not just a few vague points like other AI websites.”
English Language
“I absolutely love Polarbear for marking my English Language essay. I was wondering if you could drop some practice exams for EngLang as well? That’d be truly incredible.”
VCE study skills
@polarbear_ai · creator video
Latin
“I’ve been using Tutorbear for my Latin studies and it’s helping a lot! I was wondering whether having Latin mock exams could be a possibility? Thanks so much!”
VCAA aligned
“I love how you tailor everything to the case study and VCAA and give honest marking and don’t sugar coat everything.”
Whole platform
“This is such a nice email with amazing tips! I just wanted to say Polarbear is such an amazing platform, and I definitely appreciate the work you all have been doing.”
Used across the year level
“Thank you! So appreciated. I love Polar, and so do people in my grade — it is a lifesaver.”
Targeted lessons + questions
“I’ve been loving using this site for random lessons in content I can’t quite grasp, and then following up with ten questions to lock in my understanding.”
Exam season
@polarbear_ai · creator video
Tutorbear
“I am loving Polarbear as a whole. I mainly use Tutorbear as a substitute for ChatGPT, and it is way better than it too.”
Exam Cram
“This platform is amazing — thank you so much for creating it. For Exam Cram, I appreciate how our recent feedback has been reviewed, including having specific topics to study.”
VCAA marking
“Very helpful — it marks according to VCAA, which gives students an idea of where they’re at.”
Essay improvement
“You guys have really helped me with improving my essays, so thank you.”
Study rooms
“This website is adorable! I love all the features it has, especially the study rooms.”
Staying focused
“Thank you for all your lovely emails throughout the year — they always remind me to refocus.”
Beyond Year 12
“I love what was done with the holiday mode and resume and career-letter features. It makes the platform have a lot more use, and the university mode is great too — it gives VCE students who are done this year a reason to continue using it.”
Listening notes
“I really like Polarbear! I really like the listening feature that spits out notes.”
Tell us about your cohort, timing and role. We will use the first conversation to confirm fit, product boundaries and the delivery path - including where Polarbear is not yet the right answer.
