Internal research assistants. Essentially 'deep research' hooked up to the internal data lake, knowledge bases, etc. It takes some iterations to make a tool like this actually effective, but once you've fixed the top N common roadblocks, it just sorta works. Modern (last 6 months) of models are amazing.
If all you've built is RAG apps up to this point, I highly recommend playing with some LLM-in-a-loop-with-tools reasoning agents. Totally new playing field.
Comments
Internal research assistants. Essentially 'deep research' hooked up to the internal data lake, knowledge bases, etc. It takes some iterations to make a tool like this actually effective, but once you've fixed the top N common roadblocks, it just sorta works. Modern (last 6 months) of models are amazing.
If all you've built is RAG apps up to this point, I highly recommend playing with some LLM-in-a-loop-with-tools reasoning agents. Totally new playing field.