Build, Deploy & Orchestrate AI Agents
The complete platform for creating intelligent agents, connecting tools, and delivering AI-powered experiences to your users.
The Platform
Seven tools that cover the full lifecycle — from building agents and tools, to user interaction and monitoring.
Agent Studio
Design intelligent agents with full version control, multi-execution modes, token tracking, and automated correctness evaluation.
- Agent versioning & publishing
- Multi-execution modes
- Token tracking & quotas
- Automated evaluation
Mesh
The client platform for real-time conversations, artifact previews, agent apps, and knowledge-base powered interactions.
- Real-time streaming chat
- Artifact previews
- Split-screen agent apps
- Knowledge base / RAG
MCP Factory
Create tool integrations that connect your agents to any API, database, or service using the MCP protocol.
- Tool registration
- Schema inference
- Integration catalog
- Custom tool development
Skills Factory
Build composable skills — reusable behaviors that your agents can share and chain.
- Skill templates
- Composition & chaining
- Cross-agent reuse
- Prompt engineering
FTA
Assemble agent teams with three coordination models. Watch tasks decompose and execute in real-time.
- Hive, Star & Orion models
- Real-time thought streaming
- Budget management
- 3-column observability
Observability
Analytics dashboard with conversation tracking, token usage, correctness evaluation, and per-agent metrics.
- Analytics dashboard
- LLM-as-judge evaluation
- Token usage tracking
- Cost monitoring
Token Optimization
Cut model spend without cutting quality. See what the platform already saves on every conversation, then test a different model policy on your real usage before you change anything.
- Realized savings per organization and period
- Model policy simulation on recorded usage
- Quality index next to every cost figure
- Shareable what-ifs and PDF reports
Production-Ready AI Agents
Each agent is a real product built on our platform — ready to use, ready to customize for your organization.
How it works
From idea to production in four steps
Build
Create agents in Agent Studio and add tools with MCP Factory
Configure
Define skills, connect data sources, and fine-tune behavior
Connect
Set up Mesh so your users can interact with agents and their apps
Monitor
Track performance, evaluate correctness, and optimize with Observability
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Ready to build your AI agent ecosystem?
Get started with a demo or explore the platform.