From raw data to autonomous outcomes in days.
A single platform to build, deploy, govern and improve enterprise AI agents. Here's exactly how it works under the hood.
The Architecture
Every agent flows through the same six-layer pipeline — designed for reliability, observability and scale.
Six steps from idea to production
1. Connect Your Data
Securely plug into 200+ sources — CRMs, databases, SaaS apps, files, APIs and internal tools — through pre-built connectors or our SDK.
- 200+ native connectors
- SOC 2 & GDPR compliant
- Zero-copy data access
2. Train Your Agent
Choose a frontier LLM, ground it on your private knowledge with RAG, and shape behavior with natural-language instructions and policies.
- RAG over your knowledge
- Bring-your-own LLM
- Policy & guardrail engine
3. Design Workflows
Compose multi-step agent workflows visually. Add tools, approvals, branching logic and human-in-the-loop checkpoints in minutes.
- Drag & drop builder
- 200+ pre-built tools
- Human-in-the-loop
4. Deploy Anywhere
Ship to Slack, web chat, voice, email, or your own product via API. Roll out gradually with versioning and instant rollbacks.
- Omnichannel deployment
- Versioned releases
- One-click rollback
5. Monitor & Improve
Track every conversation, tool call, and outcome. Use evaluations and feedback loops to continuously fine-tune performance.
- Full execution traces
- Eval suites
- Automated retraining
6. Govern at Scale
Enterprise-grade access controls, audit logs, PII redaction and regional data residency keep you compliant as you scale.
- SSO + RBAC
- Audit logs
- EU / US data residency
One unified dashboard for every agent.
See every agent, every run, every cost and every outcome — in real time. Drill into a single trace or zoom out to portfolio-level analytics. Governance and visibility are not bolted on; they're the foundation.
- Live execution traces with token-level detail
- Cost & latency analytics per agent and per tenant
- Granular RBAC, SSO and audit logs out of the box
- Eval-driven CI/CD for every agent release
Ready to see it in action?
Spin up your first production-grade agent in under 10 minutes.