엄마 UmmaOS

Less like opening a chat app. More like logging into a mind.

The experience

Tell her your goal. She builds your map. You pick the opportunity.

Umma is the connective tissue between facts, people, decisions, and action. She doesn't wait for instructions — she identifies patterns across your organization, surfaces what matters, and coordinates the intelligence to act on it.

The thought-partner flow is simple: describe what you're trying to achieve. Umma draws from scenario modeling, corpus analysis, and people intelligence to build a complete picture. Then you decide.

UMMA

"I've read everything in your organization. I remember how it all connects. Ask me where to look."

The architecture

UmmaOS is an orchestration layer that sits on top of foundation models and makes them useful. Persistent memory, cross-domain reasoning, dynamic resourcing, and a self-improving architecture that compounds with every interaction.

The agent mesh scales with complexity. Simple challenges spin up dozens of agents. Complex ones — up to a thousand. Each agent is purpose-built, coordinated, and disposable.

ApplicationsNuri · Maek · Sok
UmmaOSOrchestration · Memory · Reasoning
HaloProprietary Reasoning Layer
Foundation ModelsGPT · Claude · Gemini

"The technology sits on top of LLMs. I make them useful."

The capabilities

A single objective becomes coordinated AI workflows across all three.

누리 Nuri Scenario Intelligence

Decision intelligence that lets you rehearse every tomorrow. Causal maps from conversation, what-if analysis, scenario to plan.

 맥 Maek Corpus Intelligence

Relationship cartography for documents. The connections others miss. Goal-driven scoring, contradiction discovery, investigation paths.

 속 Sok People Intelligence

The intelligence layer for people, groups, and situations. Psychological modeling, interpersonal analysis, collective dynamics.

The moat

OpenAI is a cloud utility. This is a sovereign asset.

Zero-Hallucination Integrity

Every claim is traceable to source. Every inference is auditable. When Umma doesn't know, she says so.

Recursive Verification

Agents check agents. Conclusions are stress-tested before they reach you. The system argues with itself so you don't have to.

Meta-Cognitive Traceability

You can see not just what Umma concluded, but how she got there. Every reasoning path is transparent and replayable.

Sovereign Infrastructure

Your data stays yours. Your intelligence stays private. No shared models, no training on your inputs, no data leaving your perimeter.

"Trust isn't a feature. It's the architecture."