Data/AI Secure-by-Design Orchestration Platform (DAISOR)

业务向数字运营的过渡，即所谓的数字转型(DX)，正在利用数据和人工智能作为云服务。然而，现有的云技术不支持企业维护其数据和AI的隐私和安全，尤其是在使用多个云时。我们的创新将使企业，特别是那些云资源有限的企业，如中小企业，能够以灵活的方式保护其数据和AI工作流的隐私和安全，同时更好地利用其有限的资源，结合从订阅(S)到外部云的资源。DAISOR是一种用户友好的Web服务，它允许开发人员(特别是数据科学家)在定义他们希望维护的隐私和安全语义以及他们的AI应用程序的期望行为时，专注于对他们来说重要的事情，而不必处理云协调任务。与现有技术不同，通过新颖的协调功能和与多个云的交互，DAISOR提供了按设计安全部署AI应用程序及其所需数据，而不会损害隐私要求，并具有针对业务意图量身定做的安全检查。我们的技术将实现隐私保护和安全(重新)使用，即使是敏感数据，以确保向人工智能辅助的数字生态系统提供足够的所需数据。

The transition of business to digital operations, known as Digital transformation (DX), is leveraging data and AI as cloud services. Yet, existing cloud technologies do not support businesses to maintain the privacy and security of their data and AI, particularly when using multiple clouds.Our innovation will give businesses, particularly those of limited cloud resources such as SMEs, the ability to preserve the privacy and security of their data and AI workflows in a flexible manner, while better utilising their limited resources in combination with those from subscription(s) to external clouds. DAISOR is a user-friendly web service that allows developers (particularly data scientists) to focus on what matters to them in defining the privacy and security semantics they wish to maintain along with the desired behaviour of their AI application, without having to deal with the cloud orchestration tasks. Unlike existing technologies, through novel orchestration functions and interaction with multiple clouds, DAISOR provides a secure-by-design deployment of AI applications and their needed data, without compromising privacy requirements and with security checks tailored to business intents. Our technology will enable privacy-preservant and secure (re)usability even of sensitive data, to ensure adequate supply of needed data to AI-assisted digital ecosystems.