ECO-HOPIA
CANDiY, developed by Sakak Inc., offers hyper-personalized on-device AI experiences emphasizing user privacy and data control. Their technology creates personalized foundation AI models through class-wise federated averaging, retrains models with device data, and shares AI parameters among users with similar profiles to adapt to evolving contexts. The platform features dual privacy controls, an interactive real-time privacy report, and a secure personal vault for data and AI models, ensuring transparency and security. CANDiY AI is modular, eco-friendly by minimizing cloud reliance, and scalable across diverse devices, targeting sectors like healthcare, mobility, and workplace automation. The company integrates interdisciplinary expertise, including data privacy, AI, psychology, and design, to create human-centric AI solutions that comply with global data protection laws and promote ethical AI governance.
ECO-HOPIA
CANDiY, developed by Sakak Inc., offers hyper-personalized on-device AI experiences emphasizing user privacy and data control. Their technology creates personalized foundation AI models through class-wise federated averaging, retrains models with device data, and shares AI parameters among users with similar profiles to adapt to evolving contexts. The platform features dual privacy controls, an interactive real-time privacy report, and a secure personal vault for data and AI models, ensuring transparency and security. CANDiY AI is modular, eco-friendly by minimizing cloud reliance, and scalable across diverse devices, targeting sectors like healthcare, mobility, and workplace automation. The company integrates interdisciplinary expertise, including data privacy, AI, psychology, and design, to create human-centric AI solutions that comply with global data protection laws and promote ethical AI governance.