Features
Everything you need to build, deploy, and govern AI agents at scale.
Flagship
Agent Studio
The workspace where agents come to life. Agent Studio is a visual environment for building, testing, and iterating on agents — without losing the power of code. Define behaviour, connect tools, set governance policies, and watch your agent execute step by step, all in one place.
Agent Config
Execution Trace
● classify_intent 12ms
● lookup_customer 84ms
● check_policy 3ms
● draft_response running...
○ send_reply
Run Stats
Live testing
Run your agent against real inputs and watch every step in real time — tool calls, decisions, and branching paths.
Step-through debugging
Pause execution at any point. Inspect context, modify variables, and resume. Debug agents the way you debug code.
Version history
Every edit is versioned. Compare agent behaviour across changes, roll back to any previous state, and branch experiments.
Cost simulation
See projected costs before you deploy. The studio estimates token usage and tool calls based on your test runs.
Governance & Permissions
Role-based access, approval workflows, and granular permissions. Every agent action is policy-checked before execution.
- ✓Define per-agent permission boundaries
- ✓Require human approval for sensitive operations
- ✓Set execution budgets and rate limits
- ✓Policy-as-code with version control
Durable Execution
Long-running agent tasks survive restarts, network failures, and deployment updates.
- ✓Automatic checkpointing and recovery
- ✓Exactly-once execution guarantees
- ✓Timeout and retry policies
- ✓Progress tracking for multi-step workflows
Knowledge Management
Connect your docs, databases, and APIs. Agents retrieve the right context automatically.
- ✓Built-in RAG pipeline with chunking and embeddings
- ✓Support for PDFs, Notion, Confluence, and more
- ✓Automatic reindexing on source changes
- ✓Relevance scoring and citation tracking
Agent Composition
Build complex workflows by chaining specialised agents with conditional logic and branching.
- ✓Visual workflow builder
- ✓Parallel and sequential execution
- ✓Conditional branching and loops
- ✓Shared context between agents
Multi-Channel Deployment
Deploy agents across Slack, email, web chat, and APIs from a single definition.
- ✓Channel-specific message formatting
- ✓Unified conversation history
- ✓Webhook and API triggers
- ✓Custom UI components for web chat
Full Audit Trail
Every decision, tool call, and cost — logged and searchable for compliance.
- ✓Structured logging with search and filters
- ✓Cost attribution per agent, team, and workflow
- ✓Export to your SIEM or data warehouse
- ✓Retention policies and data governance