Practical systems for physical-world work.
Software will act on behalf of people and businesses. It needs audit trails, policy, and control.
The best AI tools belong where the work happens: shops, classrooms, job sites, and vehicles.
Welders, drivers, electricians, and inspectors need tools built around real operating conditions.
DANZUS is built from aircraft maintenance, subsea QA, enterprise analytics, and applied AI systems.
The throughline is standards, repeatability, and practical execution.
The work focuses on problems most AI companies ignore: trades, compliance, and operators.