AB PM-JAY Auto-Adjudication Hackathon 2026: AI-driven innovations in health claims adjudication

📌 Summary:

• National Health Authority (NHA), in collaboration with MoHFW, IndiaAI Mission, and IISc Bengaluru, inaugurated the AB PM-JAY Auto-Adjudication Hackathon Showcase 2026 on May 8, 2026

• The two-day national event focused on leveraging AI to strengthen health claims management under Ayushman Bharat PM Jan Arogya Yojana (AB PM-JAY)

• India is among the first countries in the Global South to develop a Health AI benchmarking platform, according to NHA CEO Dr. Sunil Kumar Barnwal

• AI innovations showcased include: OCR (Optical Character Recognition), deepfake detection, and AI-driven claims processing systems

• Goal: Enhance efficiency, transparency, and integrity in claims adjudication; reduce fraud and leakages in the world's largest health insurance scheme

• AB PM-JAY covers ~55 crore (550 million) beneficiaries from economically weaker sections; provides up to ₹5 lakh/year per family for secondary and tertiary care

• Event highlights India's push to integrate AI in public health governance as part of the IndiaAI Mission

🎯 UPSC Relevance: GS2 – Governance → Health scheme governance and use of AI; also GS3 – Science & Technology → AI applications in public health. India using AI to improve the world's largest health insurance scheme is highly significant.

📝 Prelims Facts:

• AB PM-JAY: covers ~55 crore beneficiaries; ₹5 lakh/year per family coverage

• NHA = National Health Authority — apex body managing AB PM-JAY

• IndiaAI Mission: Government initiative to build AI ecosystem in India

• Venue: IISc, Bengaluru (A.V. Rama Rao Auditorium)

• India = first in Global South to develop Health AI benchmarking platform

🔑 Key Term: Auto-Adjudication — Automated processing and settlement of insurance claims using AI/ML, replacing manual review; reduces processing time, costs, and fraud in health insurance.