I’m a cofounder of AstroBee and I wanted to share our work with the community.
AstroBee is an automatic semantic layer generator for your business. It brings data together from different locations, storing it either in your data warehouse or in one we host. Then, AstroBee scans your data and models it to create an integrated source of truth (we call it an ontology because it’s structured like Palantir’s ontology). Once you have your source of truth, you can either build applications on top of it, or chat with directly to answer analytics questions.
If you don’t like AstroBee’s original suggestions, you can provide your own context and define your semantic layer as you wish. Then, AstroBee will hydrate your semantic layer definition your data.
We imagine AstroBee can become the data layer for AI-generated internal applications. While it’s easier than ever to spin up light internal apps with “vibe-coding” tools, getting an integrated and reliable data layer to service those applications is more complicated.
You can try it out on demo data or upload your own if you want. Would love your thoughts and feedback if you’re willing to try it out!
qafy•4mo ago
galenmarchetti•4mo ago
this is still an early beta, so at the moment everything is only available with OpenAI's API. however, for people who want to use it in a higher security environment, we'll support switching OpenAI with any hosted model API including on-premise or models held in private VPCs. that way people can manage their data with no exfiltration to a third party