Interpretation
Map a request or signal to a bounded workflow candidate with the relevant context visible.
INFRASTRUCTURE AI
Interpret broadly. Act through narrow, trusted paths.
Models can help interpret human intent and operational context. Infrastructure action still needs explicit workflows, policy, approvals, and deterministic executors.
DirectionPolicy-controlled autonomy
SEPARATE JUDGMENT FROM EXECUTION
Useful interpretation does not grant operating authority.
Authorization
Evaluate policy and configured approvals independently of model output.
Execution
Invoke deterministic automation through a defined plugin interface and record the result.
MATURITY, STATED PLAINLY
Current foundation and long-term direction are different claims.
Current foundation
Observed
A traceable run model records status and event history around existing automation.
Current foundation
Approval-aware
Configured production gates keep consequential actions under explicit human control.
Current foundation
Deterministic
Versioned workflows execute through bounded plugin interfaces with stable run identifiers.
Long-term direction
Policy-expanded
Broader workflow selection can grow as policy, evidence, and operating confidence mature.
Long-term direction
Adaptive
Higher autonomy remains a direction—not a claim about today’s execution boundary.
START WITH THE EXECUTION FOUNDATION