1
Intake
Connectors pull events from Linear, Jira, GitHub, Figma, PagerDuty, Sentry, and Datadog via webhooks and polling.
2
Load
Raw payloads are ingested into Spine Fabric. Each payload retains its native schema.
3
Normalize
Events are mapped to canonical entities: Issue, PullRequest, Incident, Release.
4
Schema Mapping
Field-level mappings align status, priority, and ownership across tools.
5
Context Assembly
Related entities are linked. A GitHub release connects to Linear issues and Datadog monitors.
6
Projection
The domain view is rendered: Sprint Board, Roadmap, Incident Queue, or Release Pipeline.
7
OODA
Twin and agents observe the projected state, orient, and propose actions.
8
Governance
Proposed actions are checked against authorization, scope, and policy.
9
Execution
Approved capabilities write back to source systems.
10
State Update
The updated state is re-ingested, and the cycle continues.