TALI - Teaching At Learner's Interest
AI-Powered Learning Companion

TALI

Teaching At Learner's Interest: An AI-powered assistant analyzing handwritten assignments to personalize instruction in native languages.

Bring TALI to Your School

Personalizing Education at Scale

Teaching At Learner's Interest (TALI) is an AI-powered educational assistant designed to address one of the greatest challenges in public education: individual learning speed. In a standard classroom, teachers struggle to give personalized attention to every student. TALI changes this by acting as a digital companion that works alongside educators.

By leveraging advanced handwriting analysis (OCR) and machine learning, TALI scans handwritten student worksheets, diagnoses specific conceptual gaps, and instantly generates custom remedial materials. It bridges the gap between assessment and instruction, ensuring that no native language speaker is left behind due to learning speed or language barriers.

Supported by the **Harvard Center for International Development**, TALI brings cutting-edge technology directly to the classrooms that need it most.

TALI Media Coverage - Maharashtra Times

Maharashtra Times coverage of TALI's AI-powered paper evaluation pilot in Solapur ZP schools.

15,000+

Assessments Processed

32 Sec

Feedback Loop Time

100%

Marathi-First Diagnostics

21+

Pilot Classrooms Engaged

Key Features of TALI

Our digital companion blends handwriting recognition, immediate analytics, and personalized pedagogy.

1. Handwriting Recognition

TALI reads handwritten student answers in regional languages like Marathi, removing the need for digital typing or multiple-choice questions.

2. Conceptual Gap Analysis

TALI's diagnostic algorithms automatically pinpoint precise learning gaps, identifying exactly where a student made a mistake in seconds.

3. Personalized Remediation

TALI instantly generates custom remedial worksheets and practice questions tailored to each student's specific weaknesses.

4. Teacher Dashboard

Provides teachers with real-time class summaries, visual progress tracking, and notifications highlighting students who need immediate support.

5. Marathi-First Design

Built natively for local language speakers, ensuring that language is never a barrier to quality learning and technology adoption.

6. Home Learning Synergy

Automatically generates simplified progress report cards in Marathi for parents, encouraging active home-based learning guidance.

Success in Action

Data-driven learning in Takli

At Zilla Parishad Primary School in Takli, teacher Hanumant Mane struggled to keep track of individual reading and numeracy gaps across a multi-grade classroom. After integrating the TALI companion, he began scanning student homework using a mobile device. TALI instantly analyzed the handwriting and grouped students by their specific learning needs.

"TALI has transformed my classroom from one-size-fits-all teaching to completely personalized learning. In just 32 seconds, I get a clear roadmap of what each child needs next. My students' learning outcomes have improved significantly," says Hanumant Mane.

ZP School Takli TALI Classroom implementation

Research & Media Recognition

TALI is backed by international research funding and highlighted by leading global publications.

Harvard CID GEM Incubation Fund

The impact of TALI has been evaluated by researchers from Arizona State University, USA funded by Harvard's Center for International Development. ( Read Announcement ) . It is found that TALI has made significant improvement in learning outcomes of 0.32 SD among students .

Read Impact Summary

Harvard CID Publication

Read the featured policy and practice article on Harvard CID Voices: "Hack the Classroom: AI-Powered Learning Companion for Public Schools in India", written by the program founder.

Read Article

The Indian Express

Mainstream coverage detailing how TALI's automated paper evaluation and feedback systems are revolutionizing classroom speed and student interest in Solapur ZP schools.

Read News Coverage

Deploy TALI in Your District

Are you a teacher, school leader, or district officer? Submit a request to deploy TALI in your school or region.

Thank you! (धन्यवाद!)

Your request has been received. Our program team will contact you shortly to coordinate the TALI companion setup.

Support TALI

Help us bring AI-powered diagnostics to public schools across Maharashtra.