System relationships
Known owners, dependencies, APIs, applications, groups, and release records.
04
The Change Graph
See how one technical change travels through the business.
The Change Graph is the product’s shared context: entities and typed relationships with source evidence, confidence, review status, and history.
Release 2.31 change7 impact paths12 obligations
A worked example
Autonomous refund processing is not just an agent feature.
The graph makes the propagation path explicit, reviewable, and actionable.
01Changed object
Agent v2.3Autonomous refund action
traverse + apply rules
02Direct technical reach
Refund APIwrite transaction
Orders dataread + update
Agent identitynew permission
traverse + apply rules
03Business impact
Refund processbehavior changes
Store manager1,240 people
Financial controlapproval over $500
traverse + apply rules
04Readiness work
Rollback testtechnical
Manager trainingpeople
Support procedureoperational
Every path retainssourcerelationshipconfidencereview statushistory
ChangeRefund actionadds write access
modifiesAgentResolution agentversion 2.3
invokesAPIRefund servicewrites transactions
supportsProcessRefund approvalstore operations
performed byRoleStore manager1,240 people
requiresControlHuman approvalrefunds over $500
Anatomy of a relationship
A graph edge is a governed claim—not a decorative line.
Each relationship carries enough context to decide whether it should influence analysis and readiness.
RELATIONSHIPrel_01J9...
- Subject
- Store Manager
- Relationship
- PERFORMS
- Object
- Refund Approval
- Source
- Store Operations SOP v12
- Confidence
- 0.94
- Review status
- Confirmed
Hybrid impact analysis
Four inputs. One reviewable result.
Authority, coverage, consistency, and explainability come from combining methods rather than trusting a single inference engine.
Document context
Candidate processes, roles, controls, and failure paths extracted with source references.
Customer rules
Explicit conditions such as write access, sensitive data, affected population, and criticality.
Human review
Subject-matter experts confirm, edit, reject, or flag proposals for investigation.
Start with one real release