Astra

Astra provides a framework for constructing AI agents that operate without direct access to the underlying data they process. By isolating the data from the model, it aims to prevent exposure of sensitive information during inference or training. The system is positioned for developers who need to integrate AI capabilities while maintaining strict data privacy constraints.

The tool abstracts the interaction between the agent and data sources, allowing the agent to request computations or insights without ever receiving raw inputs. This design is intended to address concerns about data leakage in environments where confidentiality is paramount, such as proprietary datasets or regulated industries.

Currently classified as experimental, Astra is targeted at developers and researchers exploring privacy‑preserving AI workflows. Its core contribution is the separation of data handling from model execution, enabling the creation of agents that can function without ever “seeing” the data they influence.