The Wiz Behind the Curtain
About O-Matic
Origin Story
O-Matic started as a simple question: what happens when you stop treating AI as a single tool and start treating it as a team?
The answer became the Closed Factory — a governed, multi-agent environment where specialized AI agents collaborate under human oversight. Not to replace human judgment, but to amplify it.
Every system we build starts from one principle: autonomy is earned, not assumed.
James "Jimmy" Walker
Operator & Creator
IT systems architect, iOS developer, and AI researcher focused on practical multi-agent orchestration. Builder of frameworks that keep humans in command while letting agents do what they do best.
The O-Matic Research Lab is where theory meets production — every concept gets tested against real work before it gets published.
Research Focus
- Multi-agent orchestration & governance
- Human-AI collaboration patterns
- Agent persona stabilization
- Drift resistance & alignment safety
Built With
- ChatGPT Projects (Custom GPTs)
- Claude Desktop + MCP Integrations
- Docling (IBM Research)
- Swift / SwiftUI for native tooling