That is not a horror-movie premise. It is a storage problem.
The useful enterprise agent is not just answering questions. It is retrieving documents, summarizing tickets, calling tools, browsing systems, preserving work history, and stitching context together across messy human workflows. That is why teams want it. It is also why defenders should stop treating agent memory like a product feature and start treating it like retained business context.
The important question is not whether AI is scary. That is lazy.
The better question is whether enterprises are expanding memory, access, integration, and retention faster than governance can follow.
Attackers do not need magic. They need concentrated context with weak ownership.
Read the full AlphaHunt analysis.