Curiosity is a company headquartered in Munich, Germany, whose core product, Curiosity Studio, is dedicated to transforming natural language descriptions into actual software that can run within an enterprise. It is not a simple interface generation tool; rather, it starts from the enterprise's already connected data graph, ensuring that the generated applications are traceable, permission-compliant, and can be deployed on the user's own infrastructure.
In terms of use, Curiosity Studio is aimed at software-building needs within the enterprise. Traditionally, when a team wants a small internal tool (for example, reading data from four systems and answering a recurring question), it often has to wait two quarters for scheduling, and in the end it may come to nothing. Curiosity hopes to make such needs quickly become reality through a "describe-to-build" approach.
Its main capabilities include: transforming a one-sentence description into an internal application, dashboard, or agent; building on the already connected data graph, so that every answer can be traced back to the original record; inheriting the access permissions of the source systems, so that the generated tool will not show users content that the source systems would not have shown them; supporting on-premises deployment or private cloud, with users able to choose the model, and data remaining in the specified region; providing API interfaces that allow users to connect their own code and models to the same data graph and permission system; offering single sign-on and enforced multi-factor authentication; and recording complete audit logs, including every query, download, and data access.
In terms of how it is used, users only need to describe in natural language in the input box the function of the tool they need, press Enter, and Studio generates runnable software based on the connected data and permissions. From description to delivery for team use, the entire process requires no ticket, no specification document, and no queue. For more complex scenarios, users can go down to the API level for custom development.
Applicable scenarios include: knowledge management, asking questions across systems and obtaining sources rather than guesses; technical customer support, where known parts, history, and fixes are available when triaging cases; engineering, reusing designs and decisions rather than rediscovering them; quality management, tracing root causes across data that has never been linked; and contracts and compliance, where obligation tracking is inherently auditable. Curiosity has already been put into use in complex environments such as aerospace and defense, rail transit and mobility, energy and infrastructure, and industrial manufacturing.
In terms of limitations, Curiosity emphasizes that while "prompt-to-app" is easy, "prompt-to-app acceptable to regulators" is not simple. Therefore, its design is centered on four premises: being traceable rather than guessing, inheriting permissions, having an audit trail from prompt to production, and running on the user's own infrastructure. It supports on-premises deployment or private cloud (European certified data centers), complies with GDPR, anddata is encrypted with access control refined to the level of individual records. Details such as specific pricing, the list of supported models, and the types and number of connectors are not yet provided in the materials.