Rifa AI raised $1.1 million in seed financing to scale its conversational AI voice stack aimed at enterprise workflow automation and high accuracy voice interface enablement. The capital will accelerate engineering hires, latency optimized inference architecture and expansion into vertical specific enterprise use cases. The raise reflects continued investor confidence in domain specific models capable of outperforming generalist LLM systems in production environment task reliability. The company intends to strengthen product integrations with CRM platforms, contact center vendors and multi-lingual inference environments relevant for global enterprise support operations.