Curiosity

Curiosity is a context graph platform built by Curiosity GmbH, a Munich-based company founded in 2018, aimed at large enterprises in complex, knowledge-heavy industries such as aerospace and defense, rail, energy, industrial manufacturing, and life sciences. Rather than acting as a simple search bar, it connects fragmented data scattered across an organization's existing systems and models the relationships between that data, creating a structured layer that AI applications can reason over. The platform is designed to run on customer infrastructure so organizations keep control of sensitive data, and Curiosity reports connecting more than 30 terabytes of data across production deployments with over 20,000 active users. It offers a desktop app and an API for developers, and is positioned for workflows like technical support, engineering documentation search, and quality and compliance management, where Curiosity says customers have seen efficiency gains above 15 percent. Curiosity's site focuses on enterprise use and does not name specific third-party integrations or list pricing publicly, so evaluating fit for a particular tech stack likely requires contacting the company directly rather than testing self-serve.