Most AI memory is a pile of text chunks fetched by similarity. Manta models memory as typed, scoped, time-bounded facts that live inside the same knowledge graph the agent reasons over.

Manta’s reasoning engine runs in memory, so it can’t hold everything. Here’s how it stays continuously aware of terabytes of data — by pushing aggregation down to where the data lives, and recomputing one connected account’s slice at a time.