Expanded capabilities
- Classify Golden Path operations and persist pre-execution orchestration state
- Coordinate multi-agent work under tenant autonomy bands and standing grants
- Keep POLICY, approvals, and audit in the critical path for sensitive actions
- Bridge commercial modules, leadership observers, and execution stages
- Never silently elevate to L5 or auto-approve
How they learn & improve
ATLAS improves orchestration quality from approved multi-agent plan outcomes, standing-grant calibrations, and operator cancels — learning stays tenant-local until humans promote.
- Route work with explicit participant/capability identities on plans.
- Pause for approval when policy or autonomy ceilings require it.
- Feed completed/cancelled plan evidence into learning governance for human apply.
How they work together
ATLAS is the orchestrator: SENTINEL frames intent, POLICY evaluates, domain agents observe/advise, and execution stages run only after gates clear.
Practical benefits
- One spine for many agentsMarketing, sales, finance, and governance agents plug into the same orchestration rules — fewer one-off automations.
- Plan you can cancelMulti-agent plans stay DRAFT/PENDING until humans approve; operators can cancel with a reason anytime.
- Autonomy with a kill switchTenant disableAll and grant ceilings stop autonomous candidates without tearing down the console.
Learning and improvement stay human-visible: candidates are RECORD_ONLY until an operator reviews and applies them. Sensitive sends, publishes, and approvals never run silently.
