CTO/CIO Memory Agent

Problem: Leadership decisions and their rationale evaporate; the same ground gets re-litigated.

A persistent institutional-memory agent for engineering leadership. It stores decisions, incidents, and org knowledge and retrieves them with hybrid semantic plus full-text search (Reciprocal Rank Fusion). The thesis: the model is a commodity, and the accumulated institutional context is the defensible product.