The platform
Studio builds and runs your agents. Shield governs every action they take. Both run on one runtime.
Studio
01 Agents
Bound to your knowledge and tools, on any major LLM — switch providers without a rewrite.
02 Workflows
On Temporal: fourteen step types, human waits included, and a run survives a restart.
03 Xens
Persona-driven agents with lasting memory — chat on Slack and Telegram, and join live calls.
04 Knowledge
Keyword and vector search, scoped per agent and per document.
05 Tools & connectors
Built-in search, evidence, approvals and memory — each tool and connector scoped to the agents allowed to use it.
06 Platform Assistant
Describe what you need, and it drafts the agent or workflow for you to review.
Shield · govern and observe
Shield · Shadow-AI discovery
Network egress
Calls to LLM APIs, traced to a source.
Cloud access
Accounts holding LLM permissions.
Code pipelines
Repos importing LLM SDKs.
Container images
Images with LLM SDKs inside.
Billing and cost
LLM spend nobody approved.
Correlated→Risk-scored→Brought under governance
Shield · Data governance
01 Retention-aware routing
Restricted data bound for a provider that would keep it is held for approval.
02 Mid-run re-gate
Data more sensitive than the run was cleared for is re-judged before it lands.
03 Classification inheritance
Anything derived from a Restricted record inherits its tier.
04 Governed retrieval
Each retrieved fact carries its sensitivity, checked before it leaves.
One runtime
One runtime · The three graphs
Graph 1 · Audit
How was this produced?
Every run, decision and approval, linked by what produced what.
Graph 2 · Govern
What touched this record?
The business objects agents act on — classified, validated and traced.
Graph 3 · Reason
What’s connected to what?
Connected facts your agents reason over, each carrying its sensitivity.
One classification-and-lineage spine under all three