TealFlow addresses the “governance at scale” problem: how do you enforce consistent governance across 50 teams, 200 agents, and 3 environments without becoming a bottleneck? Declarative workflows with inheritance and floor enforcement.
Why This Matters
Compliance alignment: NIST AI RMF (GOVERN 1.1 — organizational policies), ISO 42001 (A.5.2 — AI policy), SOC 2 CC1.1 (control environment).
YAML Workflow Definition
Parsing and Execution
Execution Result
Job Dependencies
Jobs can declare dependencies on other jobs. TealFlow resolves the dependency graph and executes jobs in the correct order, parallelizing independent jobs.Org-Level Inheritance
Organizations define base workflows that all child teams inherit. Child workflows can add jobs but cannot remove or weaken inherited jobs.Organization Workflow (Floor)
Team Workflow (Inherits + Extends)
Floor Enforcement
Conditional Execution
Jobs can include conditions that determine whether they run:Programmatic API
Workflow Validation
Integration with TealEngine
TealFlow integrates with TealEngine v1.3 as the workflow orchestration layer:Related Documentation
- TealEngine v1.3 API — Engine integration
- Automation Levels — How automation maps to workflow jobs
- TealClassifier — Content classification module
- TealDrift — Behavioral drift detection
- Migration Guide v1.3 — Adopting TealFlow

