What a company OS means
A company runs on departments, roles, shared memory and approval chains. A multi-agent AI company OS mirrors that. Agents are organized by function, composed from capabilities, given scoped memory and held to an approval policy. In Daena the org chart is the architecture.
Departments and capabilities
Daena has 10 departments, and each one is a single agent with six capabilities. That is 10 department agents, 6 capabilities each.
- Engineering
- Product
- Marketing
- Sales
- Finance
- Operations
- Research
- Legal and Compliance
- Skill Governance
- Security Operations
The six capabilities every department draws on:
- Mind
- Eyes
- Hands
- Voice
- Shield
- Memory
Every department agent goes through the same governed request pipeline.
Reasoning that scales with the stakes
Standard mode handles routine work with the best single model. Council mode asks three or more models and synthesizes one answer. Quintessence mode pairs experts with models for the hardest calls. The mode changes how much the system deliberates. It does not change whether the request is governed and audited.
Where the idea comes from
We run MAS-AI on a related internal system: several AI assistants sharing one memory, with deterministic checks deciding when work is done. Daena puts the department model into a governed platform. If you want something like it built around your own departments, that is the kind of work we do.
Questions
What is an AI company OS?
An AI company OS coordinates specialized agents the way a business coordinates departments: it assigns work, enforces policy, shares memory and keeps an audit trail. Daena structures this as 10 departments, not a flat pool of bots.
How many agents does Daena have?
10 department agents, 6 capabilities each. Daena is not sixty independent agents. It is ten unified department agents, each with specialized capabilities.
What are the six capabilities?
Mind for reasoning, eyes for perception and input, hands for actions and tools, voice for output and communication, shield for security and memory for recall. Agents are defined by what they can do, not only by which model runs them.
What are the three reasoning modes?
Standard picks the best single model. Council sends a task to three or more models and synthesizes one answer. Quintessence pairs experts with models in a matrix. The governance pipeline audits every mode.
How do agents share context?
Through 5 memory tiers. Unverified content expires, and permanent tiers need approval, so context lasts at the right scope and does not become a permanent record by accident.
Does a company OS replace frameworks like CrewAI or AutoGen?
No. Frameworks help you build agent behavior. A company OS runs, routes, remembers and audits agents across an organization. You can use both.