The platform for running AI
in regulated environments
Agents, data, evaluation, and governance on one platform. Cloosphere calls LLMs directly from your own account, and conversations, documents, and logs stay in your environment. None of it passes through Cloocus servers.
Four pillars: agents, data, evaluation, and governance
To run AI as part of daily operations, an organization needs all four on the same platform.
Combine tools, knowledge, databases, and glossaries to answer layered questions
Chat across several LLMs in one view, build flows in a no-code visual builder, generate PPT, Word, and Excel files on your company templates, and connect MCP, OpenAPI, Google Workspace, and Microsoft Teams tools — all in one place.
More about Agents & flows →Turn plain questions into SQL and ask your 8 databases directly
A knowledge base that handles 14+ document formats including HWP, a table-relationship panel that infers joins from foreign keys and naming rules, a SQL editor that puts write queries through approval, and a glossary that carries your in-house terms into answers.
See data in detail →Record the whole execution path, from model call to guardrail
Traces in tree, timeline, and token views; automatic scoring of retrieval quality, faithfulness, and answer quality from 0 to 1; Arena comparisons with per-model Elo; and usage and cost estimates by model, user, organization, and agent.
See evaluation · observability in detail →Guardrails, audit, permissions, and the Code Gateway are part of the license
Audit logs and guardrails are included from the Standard tier, and access controls are available on every tier. There is no separate add-on just for controls.
12 PII types detected · 19 audited resource types · 4 permission tiers
See governance in detail →Works with the clouds, databases, and documents you already use
Version-by-version support scope and limitations are published as a table on the integration specs page. See all integration specs →
All logos and names are trademarks of their respective owners. They indicate supported integrations and do not imply any partnership or endorsement. Full trademark and license notices
Deployed wherever your data lives
Your cloud
Deployed into your account on Azure · Google Cloud · AWS. Operations are handled by Cloocus as an MSP, or by your own team.
- LLMs called directly from your account
- Entra ID · Google · OIDC SSO
- Azure Key Vault envelope encryption (KMS)
Air-gapped network
A signed license file is verified locally inside the deployment, so there is no communication with a license server. LLMs run as internally hosted models or through an approved private endpoint.
- Ollama · private OpenAI-compatible endpoints
- Runs with web search and external tools disabled
- Includes a pre-deployment readiness check
On-premises Coming soon
Deployed into your own infrastructure. Connects directly to the vector DB and LDAP you already run.
- Logo, favicon, and splash screen can be replaced (white label)
3 white-label assets (logo · favicon · splash screen) · 4 embed widget + SSO options · 55 UI languages
Three options — what actually differs
| Item | Cloosphere | Self-service SaaS | Self-run open source |
|---|---|---|---|
| Controls | Audit logs (19 resource types), guardrails, and access controls included in the license | Audit and guardrails are a paid add-on or limited in scope | Build and maintain it yourself |
| LLM cost | Your account's official pricing, no platform margin | Vendor-set pricing (may differ from the official rate) | Contract directly |
| Data location | Your cloud, on-premises, or an air-gapped network | The vendor's cloud | Your own infrastructure |
| Deployment · support | Project-based deployment + MSP operational support + monthly releases | Configuration within the contract scope | Your own staff |
| Observability | Traces, automatic quality evaluation, and usage cost estimation built in | Usage reports | Integrate a separate tool |
How different organization types use it
Financial services
- Air-gapped deployment
- Audit logs with before/after values
- 6 Korea-specific PII detection types
- Approved model list
Public sector
- Per-department token limits
- Org → department → group permissions
- 6 kinds of activity history
- On-premises deployment
Manufacturing · large enterprise
- Natural language analysis of internal databases
- Multi-org · Entra ID sync
- White-labeled internal service
- Google Workspace · Teams integration
Development organizations
- Control over Claude Code · Codex · Gemini CLI · Cursor
- Code Gateway guardrails
- Call logs and block reasons
- MCP · OpenAPI tool approval
What changed in each release
Only verified question–SQL examples saved automatically, MCP tool exposure mode selection, GPT-6 family support
Workspace activity history, selection rationale for multi-database connections, Code Gateway guardrail redesign, chat stop/reconnect and permission/session hardening
Knowledge Base library, full flow builder redesign, usage visualization and cost estimation, Google Docs/Sheets/Slides creation and editing, workspace skills
Earlier: 1.2.0 (June 2026) Google Workspace integration, ERD, prompt version control; 1.1.0 (May 2026) SQL editor, clarifying questions and approval, document generation; 1.0.3 (April 2026) Enterprise KMS, MCP OAuth
Common questions before adopting Cloosphere
How does pricing work?
It's a license based on a build fee plus an annual operations contract, and what's included depends on the tier — 4 tiers (Basic · Standard · Professional · Enterprise). The full feature-by-tier table is published on the pricing page; pricing itself is quoted based on your configuration. LLM usage is billed directly to your own cloud account.
Who sets up the LLM account?
You connect your own account (Azure OpenAI, Vertex AI, etc.). If you don't have one, Cloocus can help set it up and run it as an MSP.
Where is data stored?
Conversations, documents, and logs are stored only in the environment you deployed to (your cloud account or on-premises) and are never sent to Cloocus servers. Your questions are only sent to the LLM account you connected, and secrets can be kept using envelope encryption.
Does it work in an air-gapped network?
The license verifies a signed file locally inside the deployment, so it never talks to a license server. LLMs run as internally hosted models (like Ollama) or through an approved private endpoint. Outbound features like web search are disabled, and a pre-deployment readiness check identifies any external dependencies.
How long does deployment take?
It's scoped as a project based on air-gap requirements, SSO, and database integration. We provide a scope-based timeline when you request a demo.
See how it runs in your environment
We set up a demo environment based on your deployment method, integration scope, and governance requirements.
What happens after you reach out
- 01 Reply
A member of our team will review your request and contact you.
- 02 Requirements call
A roughly 30-minute call to confirm your deployment environment, integration targets, and governance requirements.
- 03 Demo
We demonstrate in a demo environment set up to match what we confirmed.
- 04 Proposal
We put together a deployment scope, timeline, and quote for you.
For urgent inquiries: +82 2-597-3400 · marketing@cloocus.com