IndiaAI Mission and NHA Felicitate Winners of AB PM-JAY Auto-Adjudication Hackathon Showcase 2026

📌 Summary:

• IndiaAI Mission (under MeitY), National Health Authority (NHA) and IISc Bengaluru concluded the AB PM-JAY Auto-Adjudication Hackathon Showcase 2026 at IISc on 9 May 2026; nine innovators across three problem statements were felicitated
• Hackathon focused on AI solutions to improve speed, transparency and accuracy in PM-JAY health-claims adjudication and strengthen fraud detection
• Three problem statements: (1) Clinical Document Classification & Standard Treatment Guidelines (STG) Compliance; (2) Radiological Image-Based Condition Detection & Report Correlation (X-rays, CT, MRI); (3) Document Forgery & Deepfake Detection (tampered discharge summaries, manipulated bills, ghost identities)
• Convergence demonstrated between IndiaAI Mission's compute/data infrastructure and NHA's health-insurance back-end
• Key participants: NHA CEO Sunil Kumar Barnwal, NTA DG Abhishek Singh, MeitY's Jyoti Yadav; venue IISc Bengaluru

🎯 UPSC Relevance: GS3 — Science & Technology (AI applications in governance, health systems); GS2 — Governance & Health (PM-JAY operational efficiency, fraud control).

📝 Prelims Facts:

• AB PM-JAY = Ayushman Bharat – Pradhan Mantri Jan Arogya Yojana; world's largest publicly-funded health insurance scheme
• IndiaAI Mission: under MeitY; ₹10,371.92 crore outlay over 5 years (2024 approval) for AI compute, data, applications
• NHA: attached office of MoHFW; implementing agency of AB PM-JAY and Ayushman Bharat Digital Mission (ABDM)
• IISc Bengaluru: India's premier deemed-to-be university for research in S&T
• 9 innovators across 3 problem statements

🔑 Key Term: Auto-Adjudication — Algorithmic processing of insurance claims (via NLP + computer vision) to validate documents, detect fraud, and approve/reject claims with minimal human intervention.