Knowledge Graph
The relationship engine. 515 entities and 1114 relationships, projected from every module in the enterprise — nothing here is authored twice. Rename a department and its node renames, because the node is that department.
Graph health
Measures connectedness and integrity, not size. Adding a company does not raise it — a graph that scored higher for being bigger would be a vanity metric.
- Orphan nodes7
- Dangling edges0
- Mean degree4.33
- Memory Record7
Dangling edges name an entity no projector emitted — a stale key, or a module referencing something this app does not model. They are counted and excluded rather than drawn, so the map never shows a line to nothing. Grouping them by the missing end names the gap instead of just sizing it.
Most connected8
- Research66
- Engineering62
- Operations52
- AI Automation Agency50
- Atlas platform launch46
- Marketing44
- Sales40
- Media Company37
Degree centrality — how many relationships touch the entity. A proxy for importance, not a synonym for it: the node everything hangs off is the one a change ripples through.
Recently updated nodes6
Recently updated relationships8
- v2 payload contract rolloutApproved by→ Rhea Kastellan16 Aug 2026
- Agent credential rotationApproved by→ Operations29 Aug 2026
- Retention model studyApproved by→ Nadia Brecht05 Aug 2026
- Autumn demand campaignApproved by→ Marketing01 Aug 2026
- Autumn demand campaignApproved by→ Research08 Aug 2026
- Autumn demand campaignApproved by→ Dai Okonjo14 Aug 2026
- Northwind enterprise dealApproved by→ Engineering31 Jul 2026
- Northwind enterprise dealApproved by→ Dai Okonjo15 Aug 2026
Entities by type14
- Company3
- Department13
- Executive12
- Manager8
- AI Agent203
- Project51
- Workflow10
- Task116
- Memory Record44
- Knowledge Article6
- Document11
- Report9
- Channel23
- Client6
Relationships by type15
- Works with229
- Owns206
- Assigned to191
- Depends on104
- References82
- Member of76
- Manages74
- Uses33
- Approved by24
- Belongs to21
- Reports to19
- Created by19
- Communicates with15
- Stored in11
- Related to10
Departments by connectedness6
How much of the enterprise hangs off each department. The one at the top is where a reorganisation would be felt hardest.
Tags in use18
Entity types14
- Company
companyA portfolio company. Owns departments, projects and agents.
- Department
departmentA functional unit. Staffed by AI employees, led by a manager.
- Executive
executiveAn executive seat. Owns departments and approves gates.
- Manager
managerA department manager. Reports to an executive seat.
- AI Agent
agentAn installed fleet agent with a tool grant.
- Project
projectA unit of delivery inside a department.
- Workflow
workflowA routed chain of stages with approval gates.
- Task
taskOne unit of work inside a workflow stage.
- Memory Record
memoryA durable fact the enterprise has learned.
- Knowledge Article
knowledge_articleno module yetWritten guidance. Curated, versioned, cited by workflows.
- Document
documentno module yetA file held in a company knowledge base.
- Report
reportno module yetA generated read over a period.
- Channel
channelA communication surface where entities talk.
- Client
clientno module yetAn external party a company delivers to.
Adding a fifteenth type is a row in ENTITY_TYPES plus a projector. No component reads a literal type key — they all iterate this table.
Relationship types15
- Owns
owns↔ belongs_toContainment. A company owns its departments and projects.
- Belongs to
belongs_to↔ ownsThe inbound reading of ownership.
- Manages
manages↔ managed_byLine authority over a department or a person.
- Reports to
reports_to↔ has_reportThe org chart edge. A manager reports to an executive seat.
- Member of
member_of↔ has_memberStaffing. An agent is a member of a department.
- Assigned to
assigned_to↔ has_assignmentWork allocation. A task is assigned to an agent or department.
- Works with
works_with↔ works_withassociativeSymmetric collaboration, inferred from shared work.
- Depends on
depends_on↔ blocksA blocking dependency between tasks or workflows.
- Created by
created_by↔ createdassociativeProvenance. Who recorded or authored this.
- Approved by
approved_by↔ approvesAn approval gate's authority.
- Uses
uses↔ used_byassociativeAn agent uses a tool; a workflow uses a template.
- References
references↔ referenced_byassociativeA citation. The weakest link the graph stores.
- Communicates with
communicates_with↔ communicates_withassociativeParticipation in a shared channel or thread.
- Related to
related_to↔ related_toassociativeSymmetric association with no stronger reading available.
- Stored in
stored_in↔ storesassociativeAn artefact's location — a document in a knowledge base.
Edges are stored once and directed. The inverse is a display concern, which is why it lives in the registry rather than as a second stored edge that could drift.