Rocket Learning — AI-Graded WhatsApp Worksheets for Anganwadi Early Learners in India

Background: Rocket Learning (operated by the EKHO Foundation, headquartered in New Delhi) was founded in 2020 to strengthen India's Anganwadi system — the country's public early-childhood-care network — by sending personalised learning activities and coaching nudges to parents and Anganwadi workers over WhatsApp.
Scale: The Star Educator Program has trained over 1.3 million (13 lakh) Anganwadi workers, and the organisation reports reaching roughly 3 million children and parents across 10 states and 140 districts.
AI component: To give faster feedback on the literacy and numeracy worksheets children submit as WhatsApp photos, Rocket Learning partnered with Karya to build a machine-learning grading model trained on 372,000 annotated images across 800 worksheet types, reaching 97% grading accuracy and covering 1.5 million children; a further "Saheli" AI learning companion is in development with Google.org.
Evidence caveat: Reach and grading-accuracy figures are corroborated across independent sources (Karya case study, Education Above All policy hub), but no published randomized evaluation of learning-outcome impact was found — Education Above All's own review notes "further analysis will have to be carried out to understand the programme's entire impact."

Read the full analysis: https://rocketlearning.org/