Deploy on your existing server
Runs on Ubuntu Server 22.04 LTS via Docker Compose. Any hardware meeting the RAM threshold (32 GB minimum, 64 GB recommended) is sufficient. No Kubernetes, no cloud dependency.
Identical capabilities to Suite
SQL, RAG, and Graph agents running in parallel. ACE Playbook and Skills Library for agent self-improvement. Full governance and admin UI. Every feature, your hardware.
Drop-in Role Packs
Install pre-built behavior packages for Finance, HR, Sales, or Operations. The Import Service reads the YAML pack, seeds the database, and agents adapt — no code change required.
Admin-configurable prompts and models
Every agent prompt is versioned and editable from the admin UI — no redeployment needed. Model assignments per task slot are changeable at runtime. Full Prometheus + Grafana monitoring included.
Extend without rebuilding
New modules integrate via a single module_registry row. The platform's Thinker–Doer–Supporter architecture means adding a new agent or connector never requires touching existing code.