01Field
Commercial electrical work
Twenty years learning how drawings, coordination, code, releases, and job pressure actually meet in the field.
Founder
About
I am a field electrician turned AI systems builder. The useful thing I bring is not model theater; it is the habit of checking what the system says against how the work is actually run.
The field taught me that nobody trusts an answer they can't check. I build AI systems the same way.
Current focus — July 2026
- Ohmni Oracle — field intelligence for electrical work
- Private AI systems for business operators
- First Field Notes essays — in final review
If it's on this site, you can check it. If it's not here yet, it isn't ready — that's the whole rule.
The through-line
The field is the schema.
Drawings, rooms, tags, code, holds, releases, review notes, and source cards are not content decoration. They are the operating model for systems that need to earn trust.
02Systems
Source-backed AI
Turning that field model into retrieval, ETL, review packets, structured outputs, and private workflow systems.
03Now
Founder operating surface
Building Ohmni Oracle, field-knowledge infrastructure, and public writing around AI systems that can survive real work.