Features
Visual drag-and-drop agent builder (Agent Weaver)
Code-first SDK optimized for Cursor & Windsurf
Agent runtime with sandboxing and ACL enforcement
Multi-tenancy with team spaces, groups, permissions
Human-in-the-loop approvals and audit trails
Pre-built integrations with 200M+ APIs and 350K+ Hugging Face models
Supports OpenAI, Anthropic, Mixtral, Bedrock, and fine-tuned models
Chat-to-agent conversion via natural language prompts (Weaver)
RAG (Retrieval-Augmented Generation) integration
Advanced debugger with real-time telemetry and OpenTelemetry
Deployment to cloud, on-prem, edge, desktop, mobile, containers
Collaboration with live editing and shared workspaces
Browser automation and computer automation actions
Postman collection import for API components
Observability, versioning, compliance, lifecycle management
No-code agent builder (Invent) with natural language description
Drag-and-drop multi-agent workflow canvas (Workforce)
Built-in agent evaluation and quality scoring (Evals)
Human-in-the-loop oversight with approval gates
Real-time monitoring dashboard with Timeline view
Role-based access controls (RBAC) and audit logs
PII masking and data residency controls
LLM-agnostic: supports Claude Sonnet, GPT-5.5, Claude Opus 4.7, Gemini 3.5 Flash
Gemini 3.5 Flash with 1M-token context and 64K-token output
100+ pre-built integrations including HubSpot, Gmail, Salesforce, Confluence, Notion
Agent escalation when confidence is low
Scheduling and triggers for automated execution
Confluence Knowledge Sync for auto-updating knowledge bases
MCP access for Member role
Version control and rollback for agents and tools
