Start with your knowledge.
Company documents and trusted sources should become useful context, with citations and permissions. The preview begins with local Markdown and text indexing.
Developer preview · Public images under validation
Your knowledge. Working for you.
KUOS is building a simpler way for smaller organizations to turn company knowledge and existing data into AI agents and applications. A knowledge-first operating environment, currently in developer preview.
Your knowledgeYour existing dataHuman approval
Your knowledgeAGENTSCreate a support Agent from our company knowledge.
Choose the knowledge, skills and permissions. Test answers against your sources before sharing with your team.
01Knowledge02Connect03Create04Review
KNOWLEDGE → AGENTS → WORK
Test before publishing
Built for
01 / KNOWLEDGE02 / AGENTS03 / WORKBUILT ON NIXOS ↗
Connect your data. Build your AI. Deploy anywhere.
Start with what your company knows.
Add knowledge. Connect existing data. Create useful agents and applications. Review before deployment.
Connect what you already use.
Keep your existing systems. Read-only business-data Sidecars are the planned first step toward working with databases, CRM and ERP without migration.
Build something useful.
Create a company Agent, website or application from your goal. The guided builder and Agent-to-App journey are V1 targets under development.
Keep the decisions yours.
Test, review and approve important actions. Declarative infrastructure is the foundation for predictable deployment and recovery.
Connect your data. Build your AI. Deploy anywhere.
Honest about what's shipping
In the preview
What runs today
- Local Markdown and text indexing for company knowledge
- Native Rust CLI for diagnostics, role presets and capability plans
- Five-language website (EN, DA, DE, SV, NB) and llms.txt for AI agents
- Preview console build and offline documentation
Not yet
Coming after validation
- Online Web Sandbox with isolated sessions
- Verified public installer (qcow2, ISO)
- Persistent Portable SSD with encrypted state
- Vendor-neutral deployment adapters beyond the local target
Six engines
The architecture, end to end
Latest from the journal
KUOS — start with what your company knows
A knowledge-first direction: connect existing data, create useful agents and build applications with a clear path to review and deployment.
All articlesLatest release
v1.4.3 · 30 September 2026
- CPU/GPU inventory, explicit AI provider choice and readiness checks
- CPU model runtime with bounded resources; model downloads are opt-in
- Separate chat and embedding routes with offline/local-only enforcement
- Read-only capability plans with text and JSON output
- Corrupt capability intent is rejected instead of silently defaulted
- Product direction and V1 roadmap bundled for offline reading
- Rust regression tests, Nix VM boot and offline BIOS/UEFI ISO boot checks
What's underneath
- NixOS base
- Native Rust CLI
- Local-first by default
- Open upstream licenses
What is KUOS?
KUOS means Knowledge Universe OS. It is a knowledge-first, agentic operating environment for organizations, built on NixOS. Its product direction is to turn company knowledge and existing data into useful agents and applications.
What makes it agentic?
The intended model combines configurable Agents, reusable Skills, deterministic Tools and MCP connections. Work coordinates execution under policy. Complete team orchestration is still being developed; it is not established by the current scaffold.
What can I evaluate today?
The inspected console preview includes a native Rust CLI, system diagnostics, local Markdown/text indexing, role presets and advisory capability plans. No verified public installer is advertised. Ask KUOS ApS about a guided evaluation.