Maternal healthcare systems in low-resource settings lack real-time diagnostic and decision-support capabilities, causing preventable maternal deaths

Healthcare providers in Nigeria and similar regions struggle to deliver timely, accurate maternal care decisions due to limited access to diagnostic tools, clinical expertise, and real-time patient monitoring systems. Current manual processes and paper-based records create dangerous delays in identifying high-risk pregnancies and complications, resulting in preventable maternal mortality. Existing healthcare infrastructure cannot scale expert-level care across dispersed primary health centers serving millions of women.