Features
Visual workflow builder for agent logic
Conversational agent creation (describe to Sim)
Code-based agent development
1,000+ pre-built integrations (Slack, Gmail, Jira, etc.)
Multiple LLM support (OpenAI, Anthropic, Google, DeepSeek, xAI, Cerebras, Groq, Sakana AI)
Semantic knowledge base grounding in user data
Per-run tracing, logs, and cost monitoring
Parallel agent execution and orchestration (Mothership)
Scheduled and webhook-triggered workflows
Custom blocks (deploy workflows as reusable org-scoped blocks)
MCP server and tool deployment
Self-hosting option for Enterprise
REST API for programmatic access
Claude Fable 5 model support (via provider)
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
