Comment by Kostchei

My favorite solution is a lower parameter 5 layer model trained on the data that acts as a local compression and response, a neurocortext layer wrapped around any large persistent data you have to interact with and ...... maybe also a specialist tool that spins up which is built with that data in mind but is deterministic in it's approach- sort of a just-in-time index or adaptive indexing