The Project

Lifeline Bots is a comprehensive digital healthcare platform designed to improve healthcare accessibility through mobile, web, and AI-powered solutions. The system includes a patient mobile application, hospital and NGO web portals, and an admin dashboard for managing healthcare operations, robots, and patient data. It integrates with AI recommendation services and healthcare robots to provide smart health insights, communication, and record management. The platform also supports secure API integrations with external healthcare systems at hospital, national, and global levels

The Challenge

Connectivity in rural deployment zones is unreliable. The app needed to function fully offline, sync when connectivity was available, and store time-series health data efficiently without burning through device storage.

Lessons We Learned

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  {"label":"Offline-first isn't an edge case in health-tech — it's the core requirement","title":"Offline-first isn't an edge case in health-tech — it's the core requirement","body":"Offline-first isn't an edge case in health-tech — it's the core requirement"}

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  {"label":"Time-series databases fundamentally change how you model health data","title":"Time-series databases fundamentally change how you model health data","body":"Time-series databases fundamentally change how you model health data"}