EMA Impact Brief:
StackGen Extends Autonomous Infrastructure into a Governed Operations Control Plane

Lifecycle Context Meets Governed Autonomy

EMA's independent analysis of the Autonomous Operations Factory examines what changes when infrastructure provisioning, software delivery, observability, and reliability run on one context and one set of controls. Dan Twing assesses the architecture behind Aiden OS, the Aiden World Model, and the Autonomy Index, and sets out four ramifications for the AI SRE market.

• Why an agent that already holds the intended state, the approved policy, and what the pipeline changed diagnoses production differently from one that starts at telemetry
• How Aiden OS makes policy, approvals, deterministic execution, and audit shared infrastructure rather than something every agent rebuilds
• The Autonomy Index, and the case for autonomy earned per action and per context instead of granted as a platform-wide setting
• Why validating outcomes, not just execution, is what closes the loop on autonomous operations