Control infrastructure
with natural language
Connect any API, deploy specialized AI agents, orchestrate operational workflows — without writing SQL or memorizing CLI flags.
Built for production operations
Not another chatbot. A governed, audited, self-improving operations platform.
Any API → Agent Tool
Register an OpenAPI service once. Query it in natural language forever. No code, no MCP servers.
Four-Layer Execution Governance
AAA auth → HITL interception → DuckDB read-only sandbox → credential auto-redaction. Hard constraints cannot be bypassed.
Self-Improving Loop
Every tool call and error is captured. Failure patterns become constraints. Agents get better over time — automatically.
2000x+ Cache Speedup
Semantic + exact cache layers. Repeated queries return instantly. LLM tokens spent only when truly needed.
Creator Agent
6-step workflow. Deploy a new Skill from any OpenAPI schema in under 2 minutes. No framework knowledge required.
Multi-User & Audit
Concurrent users, isolated sessions. Every CLI command recorded to DuckDB audit trail. LDAP/OIDC ready.
Enterprise-grade governance.
Not optional.
Every agent decision passes through four mandatory control layers. DuckDB read-only enforcement is a hard constraint — no configuration disables it.
Security architecture →Ready to automate your ops?
Open source. Self-hosted. Enterprise extensions available.