Real-time tool activity
Ultron uses Server-Sent Events (SSE) to stream tool activity as it happens. You see each tool call in the chat thread before the final result arrives:What renders inline
Every output type appears inside the conversation thread:
Canvases are not images. They are live React components with full fidelity — exportable to PDF or PNG at any time.
Stateful sessions
The chat holds your full context throughout a session:- Your business profile (company, ICP, voice tone, competitors)
- Your connected integrations (Gmail, HubSpot, Stripe, Notion, etc.)
- Up to 5 relevant memories from past sessions
- The full conversation history for this session
Context is managed automatically. When conversations grow long, the compression engine trims stale tool outputs and summarizes old turns — keeping important context without hitting limits.