Agent Studio

Build and operate enterprise agents with linked tools and governed knowledge.

Active agents3
Connected tools7
Eval pass rate93%
Guardrail blocks12

Agent builder

Design role, model, and operating policy for each agent.

Wire studio capabilities into this agent

Orchestration map

Plan handoffs, escalation rules, and confidence gates.

Signal shows successful tool-driven completions over recent sessions. Use this to tune agent routing before release.

Tool registry

Attach APIs and internal actions with schema and auth profile.

Tool validation

Run smoke tests before exposing tools to agents.

Validation checks auth handshake, schema conformity, timeout behavior, and output safety metadata.

Knowledge indexes

Manage indexed corpora and retrieval profiles.

Chunking and graph linking

Tune retrieval shape for high attribution confidence.

Graph-link boost gives priority to evidence connected by explicit entities and relationships.

Guardrails policy pack

Define hard-block and review policies.

Live incidents

Recent blocked or redacted outputs.

Memory scopes

Session, user, and workspace memories.

Memory hygiene

Watch stale, duplicated, and conflicting memories.

Data connectors

Connect SQL, files, events, and object storage.

Data quality gates

Pre-index checks to reduce noisy retrieval.

Evaluation suite

Track relevance, faithfulness, latency, and policy compliance.

Performance trend

Rolling seven-run quality trend.

Last run: 0.93 composite score with no guardrail regressions.

Fine-tune queue

Prepare domain adaptation jobs with curated data slices.

Safety checks before launch

Enforced gates on all fine-tuned checkpoints.

Agent test console

Pick an agent and chat with it. Runs live on the agent's local model.

Orchestration pipeline

Every message flows through the studio sections wired into the agent.

Send a message to see how guardrails, memory, the knowledge graph, headroom budgeting, tools, and data cooperate on each turn.

Build knowledge graph

Paste a document. A local model extracts entities and relationships with verifiable source attribution.

No graph yet.

Graph explorer

Entities are nodes, relationships are edges. Hover a node for details.

Graph-grounded reasoning

Ask a question. The answer uses multi-hop reasoning over the graph and cites its sources.

Reasoning path & citations

The multi-hop chain and verifiable sources behind the latest answer.