Start with the learning question
Students switch between Marathi, Hindi and English in fast-moving lessons; literal translation can distort maths terms or exam-specific vocabulary.
FOR EDUCATORS & INSTITUTIONS / CAPABILITY 17
AI Multilingual Class Assistant
Students switch between Marathi, Hindi and English in fast-moving lessons; literal translation can distort maths terms or exam-specific vocabulary.
INTERFACE STUDY / 17
See the learning signal. Understand the next action.
Supports Marathi, Hindi and English captions, summaries and translation.
Generate captions, simplified explanations and translated summaries while keeping equations and proper nouns stable.
Explore all 40 feature visuals →Illustrative UI. Actual product access and availability should be confirmed with AbhyasDhara Intelligence Lab.
01 / INSIDE THE SYSTEM
From a real teaching problem to a practical response.
Students switch between Marathi, Hindi and English in fast-moving lessons; literal translation can distort maths terms or exam-specific vocabulary.
Generate captions, simplified explanations and translated summaries while keeping equations and proper nouns stable.
Captions and editable multilingual recap drafts that can be checked against the original lesson.
ABHYASDHARA INTELLIGENCE LAB / SYSTEM WORKFLOWDESIGN STUDY 17
01 — LEARNING SIGNALTeacher-permitted speech or transcript content, language preferences and a reviewed terminology glossary.
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ABHYASDHARA INTELLIGENCE LAB AIMultilingual Class AssistantContext → interpretation → review
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02 — HUMAN ACTIONCaptions and editable multilingual recap drafts that can be checked against the original lesson.
ILLUSTRATIVE SYSTEM DESIGN · NOT LIVE AI OUTPUT
02 / DETAILED METHOD
What the workflow does, step by step.
Review the sequence from input to reviewable output.
Ground the decision
Teacher-permitted speech or transcript content, language preferences and a reviewed terminology glossary.
Turn information into a useful action
Generate captions, simplified explanations and translated summaries while keeping equations and proper nouns stable.
Give someone a next step
Captions and editable multilingual recap drafts that can be checked against the original lesson.
03 / IN PRACTICE
A concrete example — not a marketing promise.
Example only. This is not live customer data or an AI-generated result.
SAMPLE SCENARIOILLUSTRATIVE
A Hindi explanation of ratio is accompanied by a Marathi recap with the same mathematical notation.
USEFUL RESULTCaptions and editable multilingual recap drafts that can be checked against the original lesson.
04 / QUALITY & TRUST
Where human judgment stays essential.
Speech recognition may fail for dialects or noisy audio. Show uncertainty rather than silently changing exam facts.
SPECIFIC RISKCheck what the workflow assumes.
Speech recognition may fail for dialects or noisy audio. Show uncertainty rather than silently changing exam facts.
HUMAN DECISIONTeachers retain control of materials and students.
Illustrations are not live AI output or evidence of tested accuracy.