RESEARCH AND DEVELOPMENT

Our research target is consistent AI work.

O-Matic studies how AI systems can operate more like organizations: shared memory, named roles, governed workflows, and repeatable outcomes.
ARTIFICIAL ORGANIZATIONS

Factories as organizations for work

The core category language and design target.
MEMORY ARCHITECTURE

State outside the chat

Server-backed retrieval, decisions, tasks, and knowledge.
PORTABLE SKILLS

Work across platforms

Skills and connectors packaged so factories can move between LLM clients.