1) Input: architecture diagrams or intent

Atlas ingests infrastructure intent—from diagrams, reference architectures, or structured specifications—and validates it against governance rules. It identifies material actions, required approvals, and constraints before proposing changes.

2) Translation into production-grade infrastructure

Atlas converts approved intent into concrete plans for cloud and on‑prem environments. Plans are built with guardrails for security, compliance, and reliability, keeping autonomy bounded to predefined thresholds.

3) Pre-action simulation

Every material change is simulated and impact-assessed before execution. Atlas produces an explainable preview of actions, dependencies, and expected outcomes so approvers and risk owners can make informed decisions.

4) Human approvals for sensitive actions

Sensitive or irreversible steps require explicit human approval. Autonomy cannot silently escalate. Approvers see the simulated plan, risks, and rollback paths before granting consent.

5) Deployment

After approvals, Atlas executes within predefined limits, enforcing least privilege and sequencing. Actions are logged with evidence so they can be audited and traced.

6) Continuous operation and self-healing

Atlas monitors runtime health, drifts, and policy adherence. Within its bounded autonomy, it can remediate non-material issues; material remediations still require approval. All actions remain explainable, logged, and reversible.

7) Rollback and explainability

Rollback paths are defined before execution. If behavior deviates from thresholds or if an operator issues a kill/rollback, Atlas reverts to a known-safe state. Every action includes rationale, context, and evidence to support post-incident review and regulatory audit.