Your AI doesn't just chat. It acts.
Built for teams
Multiple users, multiple models, one platform. Your team collaborates in real time across shared conversations, knowledge bases, and agent workflows — all with tenant-isolated data and per-user access controls.
- Per-tenant data isolation
- Role-based access control
- Shared knowledge bases
- Real-time collaboration
Platform at a glance
Pillar 1
Generative UI
Your AI renders interactive components, not just text. Users interact with data tables, kanban boards, and comparison grids — edits flow back to the agent in real time via AG-UI bidirectional state sync.
comparison_table
Side-by-side data comparison
feature_grid
Feature showcase layouts
pricing_card
Dynamic pricing displays
status_widget
Real-time status indicators
code_example
Syntax-highlighted code blocks
mermaid
Diagrams and flowcharts
browse_result
Web search result cards
data_table
Interactive sortable tables
editable_grid
Inline-editable data grids
kanban_board
Drag-and-drop task boards
Deep Ember design system. AG-UI bidirectional state sync. CopilotKit integration.
Pillar 2
470+ MCP Tools
11 purpose-built tool namespaces. Role-gated per tier. Custom tool registration for Enterprise.
g1-brain
45 tools — Knowledge, memory, reasoning, logic
Graph memory with temporal context, 4-stream hybrid knowledge search, constraint solving (ASP), structured reasoning chains, and Directus CMS integration.
Learn More →Pillar 3
Platform Foundation
Multi-model routing, knowledge search, SSO, observability, billing, and sovereign deployment — the production layer underneath it all.
Multi-Model Routing
Route across models from OpenAI, Anthropic, Groq, and local GPU inference. Automatic fallback chains keep your AI running when providers go down.
Knowledge Search
Hybrid 4-stream retrieval combines semantic understanding, keyword precision, graph traversal, and reranking. Your AI answers from your data, not the internet.
Graph Memory
Entities, relationships, and temporal context that persist across conversations. A knowledge graph surfaces relationships that flat search misses.
Single Sign-On
Enterprise-grade authentication with OIDC, SAML, and social login. Connect your identity provider and manage access centrally with role-based controls.
Tenant Isolation
Per-tenant data isolation, role-gated tool access, and audit trails. Explorer sees different tools than Builder — enforced at the platform level.
Full Observability
End-to-end tracing from user input through model inference to response delivery. Automated evaluations, cost tracking, and per-token accounting via Langfuse.
Usage-Based Billing
Metered billing tracks tokens, API calls, storage, and tool usage per tenant. Connect to Stripe for payment processing. Real-time reporting.
API Gateway
One front door for every AI capability. Chat completions, knowledge search, memory, and custom endpoints with rate limiting, authentication, and usage tracking.
Sovereign Deployment
Dedicated infrastructure in your preferred region. Air-gapped support, custom model fine-tuning, and compliance-ready deployment for regulated industries.
Built on proven infrastructure
Open-source foundations you can trust and extend.