For almost all the organizations on this planet, data is one of their main assets and the security of data is one of the primary concerns. Organizations constantly look out for advanced security mechanisms to safeguard business data. Despite of the cutting-edge security precautions, we have witnessed major data breaches across the board in the past few years. These data breaches have exposed vital data of millions of customers and businesses are constantly looking for better alternatives to traditional security models. Biometrics identifies and authenticates individuals based on their physical or behavioral characteristics and are typically used for security and access control across businesses and government organizations. This session will demonstrate the architecture and high level development components of an advance AI based biometric security solution that leverages services available on Azure platform.