Rubric

Scale test prep academy throughput with instant official grading

Language prep academies lose 20+ hours per tutor weekly manually grading mock IELTS essays, causing delayed student feedback and capped student enrollment capacity.

Rubric delivers automated, band-calibrated essay evaluations alongside granular error diagnostic breakdowns in under 10 seconds. By automating repetitive scoring according to strict official criteria, academies decrease tutor fatigue while maintaining rigorous human moderation controls. Directors gain centralized performance dashboards that highlight class-wide structural weaknesses to increase student pass rates by 35%.

Rubric is establishing the enterprise operating standard for global language certification institutes and visa preparation agencies.

COMMENTS — Community Discussion

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#Edtech#Growth#Data#Scale

Problem

When I run an IELTS prep academy, I want to deliver fast essay feedback, but tutor manual grading costs $40 per hour and caps student intake capacity.
Why Now: Global immigration and student visa applications have surged 28% year-over-year, driving record demand for high-stakes English certification.
When I manage language tutors, I want consistent scoring across classes, but subjective tutor grading causes band-score variance exceeding 1.5 points.
When I market my test prep agency, I want guaranteed student outcomes, but slow essay turnarounds lead to a 12% student churn rate before exam day.
Existing Alternatives: Manual essay grading by native English tutors, offshore outsourced markers, or generic uncalibrated ChatGPT prompts.

Solution

High-Level Concept: Turnitin + Grammarly tailored specifically for high-stakes exam academies.

Instant Band Score Diagnostics: Evaluate essays against Lexical Resource, Coherence, Task Achievement, and Grammatical Accuracy in 8 seconds.
Keystroke Anti-Cheat Replay: Track live student writing behavior and paste events to ensure authentic student submissions.
Academy Analytics Dashboard: Benchmark student cohort readiness across branches and automate teacher review workflows.

Distribution

Early Adopters: Operations managers at private IELTS/TOEFL test prep franchises training 200+ active students monthly.
Direct outreach to directors of study listed on regional language academy associations across Asia and Latin America.
Strategic integration partnerships with LMS providers used by private language institutes.
High-intent search campaign targeting academy directors looking for institutional test grading software.

Pricing

Value Ladder: Tier 1 at $299 per month for up to 500 graded essays
Tier 2 at $799 per month for 2,000 essays + white label
Tier 3 at $1,800 per month enterprise unlimited.
One Metric That Matters: Total Monthly Graded Essays evaluated across active academy workspaces.
Market Sizing: SAM of 25k private language schools globally x $6k annual spend = $150M. Target SOM Year 1: $1.2M ARR across 200 medium academies.

Scale Costs

Proprietary fine-tuned score calibration dataset trained on 100k+ human-verified IELTS exam essays.
High-concurrency infrastructure to process simultaneous exam submissions during live mock test sessions.
SOC2 Type II security compliance and regional data residency pipelines for international enterprise customers.

Expert Opinions

Avg: 9.4

EdTech Operations Director with $50M ARR portfolio
9.5
International Student Recruitment Lead at Top 20 Global University
9.2
Head of Growth for High-Stakes Certification SaaS
9.4

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