Insights

Ideas, engineering, and what we’re building.

Perspectives on AI-native systems, industrial technology, and the craft of making complex systems more accessible.

Artificial Intelligence

March 12, 2026

What AI-native systems actually mean

AI-native is not about bolting a model onto an existing product. It is about designing systems where intelligence participates in how technology is built, connected, and operated.

SCADA

April 2, 2026

Schema as a single source of truth for SCADA

Industrial systems become easier to reason about when configuration, validation, HMI, alarms, and runtime all share one declarative structure.

Digital Human

May 18, 2026

Designing digital humans as system interfaces

A digital human becomes useful when it can understand intent, retrieve knowledge, call APIs, and help people act through connected systems.