Edited By
Tomรกs Reyes

Healthcare innovation is in the spotlight as the AB PMJAY Auto Adjudication Hackathon is set to take place May 8-9, 2026, at IISc Bangalore. With a significant challenge to improve India's healthcare claims processing, organizers are seeking participants who are ready to make an impact.
When: May 8-9, 2026
Where: Rama Rao Auditorium, IISc Bangalore
Registration Deadline: April 13, 2026
Organized by: National Health Authority (NHA)
A growing number of participants are rallying to form teams as they tackle the challenge of automating a mere 15-20% of the daily healthcare claims processed in India. This initiative aims to enhance the current systemโs efficiency, addressing major gaps.
The hackathon revolves around several key problem statements:
Clinical Document Classification: Integrating OCR with structured extraction to meet STG compliance.
Radiology Image Analysis: Focusing on effective report correlation.
Fraud Detection: Implementing deepfake detection methods to combat document forgery.
"Diving into AI solutions could really turbocharge healthcare efficiency," mentions one interested participant seeking teammates.
Teams should possess skills in:
AI/ML, NLP, and Computer Vision
Multilingual OCR and explainable models
API interoperability using JSON outputs
The competition will follow a two-stage evaluation process involving initial screening and live demonstrations. Upcoming masterclasses will be held from April 13 to 16, focusing on specific problem statements.
Participating teams can win substantial rewards of:
โน5 lakh for first place
โน3 lakh for second
โน2 lakh for third
Moreover, there exists a potential โน50 lakh collaboration opportunity with the NHA.
The call for team members has sparked interactions in the user boards:
"I have some experience, letโs build something meaningful!"
"Iโm interested in backend development, whoโs in?"
Others expressed theyโre keen to join forces to make a real impact on India's healthcare system.
๐ 50,000 healthcare claims processed daily in India but only 15-20% auto-adjudicated.
๐ฏ Solid incentives include โน5 lakh for each problem statement segment.
๐ Significant community interest in teaming up to leverage AI technologies to transform healthcare.
This hackathon presents a pivotal opportunity for tech enthusiasts and healthcare innovators alike to contribute to a critical area of need in the current healthcare system. Will this collaborative effort lead to the breakthrough that Indiaโs healthcare sector desperately requires?
Thereโs a strong chance that the ongoing efforts at the hackathon will lead to significant advancements in automating healthcare claims processing. If teams effectively incorporate AI and machine learning, experts estimate around 30-40% of claims could be auto-adjudicated within two years. This improvement would not only streamline operations but also enhance patient experiences by reducing waiting times for approvals. Given the growing interest in these technologies, we might see some innovative solutions emerge from this event that can be scaled across the nation, driving further investment in healthcare technology start-ups.
Looking back, consider the surge of innovation during the Industrial Revolution when steam power transformed industries unexpectedly. Just as engineers of the 18th century harnessed new technologies to revolutionize production lines, today's developers are tackling healthcare challenges. The interplay of talent and technology back then mirrors the collaborative spirit of this hackathon; both movements bring together diverse skills and minds to shift paradigms, enhancing efficiency and allowing society to thrive in ways previously unimagined. This parallel reinforces the idea that such creative gatherings can set the stage for a healthcare system overhaul.