Memory vs graphs
Organizational memory vs knowledge graphs
A knowledge graph is a useful structure for entities and relationships. Organizational memory needs more than structure: it needs evidence, dates, old claims, new claims, and a way to answer what is true now or at a past moment.
Models people, companies, events, and relationships.
Adds source-backed time, conflict, and current-state resolution.
Uses graph structure as part of a larger source-backed memory system.
The graph is not the product
Nobody wants a graph for its own sake. They want answers: who reports to whom, what changed, which source is newer, and what was true then.
Why time changes the problem
A relationship can be true in 2022 and false in 2026. A static graph can represent the relationship, but organizational memory has to preserve the timeline and source trail.
Why evidence changes the problem
A graph edge without provenance is hard to trust. Oomira keeps the evidence attached so the answer can be reviewed.