A knowledge graph for company data: connections instead of folders
knowledge
What a knowledge graph does for company data, how it differs from folders and wikis, and how it becomes shared memory for people and agents.
Folders ask you to decide in advance where something belongs. Real work does not behave that way: one document touches a customer, a project and a decision at once. A knowledge graph stores those links directly.
How it works
Each person, document, decision and topic becomes a node. Relationships between them become connections. Over time the Knowledge Graph forms a map of how your company actually operates.
What changes for your team
- Context follows the work, not the folder structure
- New teammates see how things connect without asking around
- Related information surfaces together when you search
The explainer video walks through a team example.
What changes for agents
Agents are only as useful as the context they can reach. With a graph behind them, Constella Agents can see what is relevant, act on it and record what they learn, so memory improves with use.
Building it without extra effort
You do not need to reorganize everything first. Web Memory captures research as people browse, and connected sources feed the graph over time.
Staying in control
The graph stays inside your boundary, and access follows the limits you set in Trust and Controls.
If you work independently, Constella for Consultants shows how the same memory supports client work. Or start free at Constella.