[dbuxton]

The problem with this is that you have a consistency problem if you want to take action. The only way of making your agents read-write rather than read-only in practice is to use the underlying systems rather than try and pool information in a data lake.

But that does make it more complex to build simple information retrieval use cases.

[bob1029]

You definitely need multiple paths. It's not one vs the other. The data warehouse is immutable to the agent. There are separate tools that handle any updates to business state.

[cpinto]

I’m trying to solve this problem and would love to get some feedback: https://entidade.wls-labs.com