🌍 Language Learning

Fluency, Not Streaks.

AccelaStudy AI measures communicative competence — not lesson completion — across all four language skills, with L1-aware sequencing that knows which errors your native language will cause.

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The Challenge

100 Million Users. Zero Fluency.

Duolingo has 100M+ monthly users. Independent research confirms it does not produce fluency. Current apps test recognition (pick the right answer) but not production (generate the right answer). Learners plateau at B1 with no diagnosis of why or how to break through. L1 interference is the #1 predictor of L2 difficulty, and every major app ignores it.

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60–70% of learners plateau at B1 (intermediate) with no diagnosis

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Current apps test recognition only, not production or fluency

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L1 interference is #1 predictor of L2 difficulty — ignored by every major app

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$60B+ market with no product delivering measurable fluency outcomes

The Solution

L1-Aware Adaptive Language Mastery

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L1-Aware Sequencing

A Spanish speaker learning Portuguese receives a fundamentally different path than a Japanese speaker learning Portuguese. The system predicts L1 interference patterns and preempts the errors before they fossilize into habits.

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Four-Skill Proficiency Tracking

Listening, speaking, reading, and writing are tracked independently. The system detects receptive-productive gaps (understanding more than you can say) and closes them with production-focused activities.

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Plateau Diagnosis

When you stall at B1, the system diagnoses the specific cause: syntactic complexity ceiling, pragmatic register gaps, phonological accuracy, or discourse coherence — and prescribes targeted intervention for the actual blockage.

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CEFR-Aligned Score Prediction

"Your current trajectory predicts B2 in reading and B1 in speaking. Targeted speaking practice for 6 weeks closes the gap." Plus test readiness predictions for DELE, DELF, JLPT, TOEFL, IELTS, HSK, TestDaF, and more.

Comparison

Real Fluency vs. Lesson Completion

Metric Traditional Apps AccelaStudy AI
Time to B1200–300 hours120–180 hours (40% faster)
Time to B2400–600 hours250–350 hours (40% faster)
Productive fluency at B1Weak (recognition-dominant)Balanced across all 4 skills
Plateau rate at B160–70% of learnersDiagnosed and resolved
Test readiness predictionNoneContinuous, accurate

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