Controlled Execution
Runtime and workflow boundaries define what systems may do before a model or automation step contributes.
Platform
Control the system around the model.
Circuit 12 AI designs software systems where automation, AI assistance, integrations, evidence, and human authority are explicit parts of the architecture.
Open Interactive LabEvidence by Default
Important events, approvals, outputs, and exceptions should leave records that can be inspected later.
Authority Outside AI
AI may assist, but policy, permissions, approvals, and final decisions remain in controlled software and human workflows.