Topic

Automation

Asset Lifecycle Automation
Infra

Asset Lifecycle Automation

Infrastructure assets should move through a lifecycle: requested, approved, installed, monitored, maintained, retired, and removed from trust.

Edge AI Gateways in the Wiring Closet
Infra

Edge AI Gateways in the Wiring Closet

Edge AI gateways bring inference close to cameras, sensors, and access systems, but the wiring closet needs power, cooling, security, and lifecycle planning.

Human-in-the-Loop Deployments
Dev

Human-in-the-Loop Deployments

Deployment automation should accelerate safe releases while keeping humans in control of risk, timing, and rollback decisions.