Building AI products for India requires navigating budget smartphone hardware limits, multiple regional languages, and strict cost constraints. Developers must optimize model latency and token efficiency to serve high-volume users profitably in cost-sensitive markets. These localization hurdles shape how engineering teams approach deployment and infrastructure scaling outside Western markets.
Opening Kapyn…