Would love to chat / learn more - quick question - would there be any benefit to leveraging private data within a “clean room / llm env”. For example a way to allow end users prompt and interact with proprietary data / apis, etc privately- without risk of exposing confidential information to the host of the llm / experience?

The concept is interesting but how are you dealing with the data challenge? 1. The "rollup" strategy of identification will require a elaborate registry of a host of businesses and their connected ancillaries. But how do you actually collect and label these? 2. Even after collecting and labeling -- the harder part of the process is the actual depth inside the businesses books which are often not well kept. If you're going with a rollup strategy this means that you're actually dealing with a lot of obfuscated/fragmented data. I'm strongly in alignment with the network goal -- I just think that you need a system to integrate businesses who want to sells data in cleanly as a part of that network. Perhaps you've solved this already (if you have, awesome!) But it has been something on my mind for a while. My guess is the best path is to be a distinct vertical and capture sellers on it.