Your AI agents act. You're still accountable.

The EU AI Act and the Digital Operational Resilience Act (DORA) require traceability, human oversight, and a provable record.

Studio makes agentic AI auditable, governable, and safe to run at enterprise scale.

Most platforms show you the failure. They can't recreate it.

An agent acts on a customer, a portfolio, a core system. You can't see why it decided what it did, prove what was deployed when, or roll back without a fire drill.

Studio makes every agent action traceable, provable, and reversible.

Watch

One tower over every agent, in every environment.

Studio captures every step in your systems, in real time.

Execution path

Tracing

Every node, tool call, interrupt, recall, and state change
Model, prompt, latency, and tokens on every call
Open any node directly in The Lab

Multi-agent flow

State Transitions

See where agents branch and wait for input
Tree, graph, and timeline views of one run
Built for debugging multi-agent workflows

Performance

Performance Dashboards

Latency, throughput, error rates, and availability
Anomaly detection flags unexpected behavior
Drill from a metric down to a single trace

Architecture

Agent Architecture

Every node classified, LLM, Python compute, or tool
Trace conditional edges and branches across the graph
See exactly which nodes executed on any run

Experiment

The Lab

Turn any production trace into a repeatable test scenario
Assess with exact match or LLM-as-a-Judge
Experiment across prompt and model versions before deploy

The outcome

What full control looks like.

Full

Trace to The Lab

Every node, tool call, and state change, reconstructable on demand.

Real-time

Cost and quality

Spend and degradation surface before your users ever feel them.

Versioned

Every configuration

Every prompt, model, and parameter, versioned, diffable, and tracked.

Multi-eye

Approval and rollback

Canary releases and approval gates before rollout, one-click rollback after.

Audit trail

Every deployment

Named approver, timestamp, and diff on every change.

Runtime

Policy as code

Deterministic checks outside the prompt and context window.

Role-based

Access control

Who can edit prompts, approve deployments, or view traces.

Registry

Single source of truth

Every agent, model, and tool, version-controlled with full lineage.

This is full control of agents acting on real systems.

See Studio run a live agent.

We'll trace it, cost it, and score its quality, in real time.