Human-centric AI software for public safety agencies, enterprises, and technology platforms offering facial recognition, appearance search, liveness detection (active & passive), ID document OCR, object/scene classification, people counting, and attendance reporting. Built for accuracy, scalability, and data privacy to enable digital onboarding, identity verification, contactless access control, crowd analytics, and forensic investigations across smart cities, fintech, mobility, and critical infrastructure.