Security & Privacy¶
Your intelligence. Your infrastructure. Your rules.
AgentOS is built on a zero-trust, local-first architecture — every byte of your project data stays on your hardware.
Our Privacy Commitment¶
Your data stays on YOUR machine. AgentOS runs entirely locally — all project data, conversations, memories, and configurations are stored in an encrypted SQLite database on your computer. There is no cloud backend, no shared server, and no telemetry on your project data.
What Stays Local (100%)¶
Project Data¶
Commits, PRs, issues, and sprint data are stored locally. Fetched via encrypted API calls directly to GitHub/Jira — the same calls your browser makes.
Chat History¶
All your conversations with your AI agent are stored in your local SQLite database. 100% private. No cloud logging.
Agent Memory¶
Your preferences, learned facts, team structures, and corrections stay local. Memory is persisted in the same encrypted store.
Meeting Notes¶
All AI-generated meeting minutes, action items, and follow-ups are stored locally. Your meeting intelligence is yours alone.
Encryption & Key Security¶
AgentOS takes data protection seriously at every layer:
Encrypted Storage¶
All data is stored in an encrypted SQLite database on your local file system. Project metrics, conversations, memories, and meeting notes are protected at rest.
API Key Security¶
All API keys and tokens are stored in your local ~/.agentos/config.yaml. They are masked in the UI, transmitted only to their respective services over TLS-encrypted channels, and never logged or sent to UnicoLab.
Zero Cloud Storage¶
There is no UnicoLab server that stores your data. No cloud database, no S3 buckets, no analytics pipelines processing your project metrics. Everything computes and persists locally.
Secure Connections¶
All external API calls (GitHub, Jira, Slack, AI providers) use TLS-encrypted HTTPS channels. No data is transmitted in plain text. Connections are direct — no proxy or middleman.
External Communication¶
Only specific, limited communications leave your machine:
License Validation¶
Periodic check with UnicoLab Watchtower to verify your subscription. No project data is transmitted — only your license key.
AI Provider¶
Only if using cloud APIs (OpenAI/Anthropic/Gemini). Ollama is 100% local — your prompts never leave your machine.
Tool Sync¶
Direct encrypted calls to GitHub/Jira APIs — the same connections your browser makes. No data is routed through UnicoLab.
Metrics¶
Anonymized feature usage statistics to help us improve the engine. Never your project data, conversations, or code.
Compliance Readiness¶
AgentOS's local-first architecture inherently addresses key compliance and regulatory requirements:
| Requirement | How AgentOS Addresses It |
|---|---|
| Data Residency | All data stored on your hardware — you choose the jurisdiction |
| GDPR / Data Minimization | No personal data collected or stored by UnicoLab |
| Access Control | Single-user local instance — no shared access by default |
| Audit Trail | Full action chain with complete tool call transparency |
| Right to Erasure | Delete the local database — all data gone instantly |
| Vendor Risk | No cloud dependency — zero third-party data processing |
Enterprise Security Review
Need a formal security assessment for your procurement process? Contact our team at security@unicolab.ai — we're happy to provide detailed documentation for your security review.
AgentOS vs. Traditional SaaS¶
| Concern | Traditional SaaS PM Tools | AgentOS |
|---|---|---|
| Data Location | Vendor's cloud servers | ✅ Your local machine |
| Data Access | Vendor employees can access | ✅ Only you |
| API Keys | Stored on vendor servers | ✅ Stored locally, never shared |
| Conversations | Logged on vendor servers | ✅ Local SQLite, never transmitted |
| Vendor Breach Risk | Your data exposed | ✅ Nothing to breach — no cloud data |
| Offline Operation | Requires internet | ✅ Full functionality with Ollama |
Architecture Design¶

AgentOS is built as a self-contained autonomous compute node. The single binary embeds the entire web UI, AI engine, tool system, and database — requiring no external server, no Docker, and no complex infrastructure to operate.
Scalability — Zero Bottlenecks¶
Built for Any Team Size
Since AgentOS runs fully locally on each user's machine, there are no scalability bottlenecks — whether you have 1 user or 1,000 users in your organization.
Traditional project management platforms hit scaling walls: database overload, API rate limits, server capacity, and infrastructure costs that grow with every new seat. AgentOS eliminates all of these problems by design.
| Concern | Traditional SaaS | AgentOS |
|---|---|---|
| Server Load | Shared server — degrades with users | ❌ No server — each instance is independent |
| Database Bottleneck | Central DB — queries slow down at scale | ❌ Local SQLite — each user has their own |
| API Rate Limits | Team shares one API allocation | ❌ Each user authenticates independently |
| Infrastructure Cost | Grows linearly with team size | ❌ Zero server cost — runs on existing hardware |
| Downtime Risk | One server down = everyone blocked | ❌ Fully independent — no single point of failure |
| Data Migration | Complex multi-tenant migrations | ❌ Self-contained — nothing to migrate |
Each AgentOS instance is a fully autonomous compute node. Adding a new team member means downloading a binary — not provisioning infrastructure. Your 500th user gets the exact same performance as your first user.
Enterprise Coordination
Need centralized intelligence across all instances? Connect AgentOS to AIFlow as a sync hub. Each agent stays fast and independent, while AIFlow aggregates insights at the organization level.
Questions?¶
If you have any security concerns or questions about our data handling, please reach out to our security team.