The RxScanner uses infrared light and AI to detect counterfeit medication in seconds. While cloud-dependent models fail during connectivity outages, smaller, local models allow these devices to operate without data centers. This shift to edge computing ensures critical health diagnostics remain functional in remote regions. Practitioners can now deploy reliable tools in infrastructure-poor environments.