Studio By Ai21 Labs
for LuumenAI
Inspect AI21 Studio assistants and routes, then change them as approved steps
Connect AI21 Studio and your team can ask about the assistants, routes, and storage configurations behind your live features without opening the console. Luumen reads assistant definitions and batch job status on request, and answers immediately. Changes — a new route, a new assistant, a deleted demo — are previewed first and go out as approved, audited steps.
The Studio By Ai21 Labs toolbox
57 tools: 32 read, 25 write. Reads answer instantly. Writes require approval by default. Everything is logged.
- ReadCheck Can IframeCheck if a URL can be embedded in an iframe.
- ReadCompare TextCompare two text strings and identify differences.
- ReadGenerate RequirementsGenerate requirements from a query or task description.
- ReadGenerate Thread NameGenerate a thread name from a query or conversation context.
- ReadCreate Kirsh Grant Compliance PreviewPreview grant compliance for Kirsh grants.
- ReadKirsh Grant Metadata PreviewRetrieve grant metadata from the Kirsh preview endpoint.
- ReadCheck Kirsh Grant ComplianceCheck compliance for Kirsh grant IDs.
- ReadDownload Modified DocumentDownload a modified document from AI21 Labs Studio.
- ReadGet AssistantRetrieve an assistant by its unique identifier.
- ReadGet Assistant RouteRetrieve details of a specific route for an AI21 Studio assistant.
- ReadGet Assistants By MCPRetrieve all assistants associated with a specific MCP (Model Context Protocol) storage configuration.
- ReadGet Batch Prediction StatusCheck the status of a Fnac Aftersales parts classification batch prediction job.
- ReadGet DemoRetrieve a demo by its unique ID.
- ReadGrant Kirsh MetadataRetrieve Kirsh grant metadata by grant ID.
- ReadGet Library Batch StatusGet the ingestion status of a library batch.
- ReadGet MCP StorageRetrieve a specific MCP (Model Context Protocol) storage configuration by its unique ID.
- ReadGet Output ExplanationGet output explanation for an execution (cached or generated).
- ReadGet PlanRetrieve a specific plan from an AI21 Studio assistant.
- ReadGet Website Connector By IDRetrieve details of a specific website connector by its ID.
- ReadGet Website Connector StatusRetrieve the status of a website connector ingestion.
- ReadGet Website Connector URL StatusRetrieve the status of a specific URL in the website connector.
- ReadList AssistantsRetrieve all assistants from AI21 Studio.
- ReadList Website ConnectorsRetrieve website connector information from AI21 Studio.
- ReadList DemosRetrieve all demos from AI21 Studio.
- ReadList Library FilesList files in the workspace library with optional filtering.
- ReadList MCP StorageRetrieve all MCP (Model Context Protocol) storage configurations from AI21 Studio.
- ReadList ModelsRetrieve information about all available AI21 models.
- ReadList PlansList all plans for a specific assistant.
- ReadList SecretsRetrieve all secrets from AI21 Studio secret storage.
- ReadList Workspace ModelsRetrieve all workspace models by organization from AI21 Studio.
- ReadList Available ModelsRetrieve all available models from AI21 Studio settings.
- ReadValidate PlanValidate Python code for an AI21 Studio assistant plan.
- WriteCreate Aftersales Parts Classification BatchCreate a batch job for Fnac Aftersales parts classification. Approval by default
- WriteCreate Assistant RouteCreate a new route for an AI21 Studio assistant. Approval by default
- WriteCreate AssistantCreate a new AI assistant in AI21 Studio. Approval by default
- WriteCreate Assistant PlanCreate a new plan for an AI21 Studio assistant. Approval by default
- WriteCreate DemoCreate a new demo in AI21 Studio. Approval by default
- WriteCreate MCP StorageCreate MCP (Model Context Protocol) storage in AI21 Studio. Approval by default
- WriteCreate SecretSave a secret in AI21 Studio. Approval by default
- WriteCreate Website ConnectorCreate a website connector in AI21 Studio. Approval by default
- WriteDelete AssistantDelete an assistant by its unique ID. Approval by default
- WriteDelete Assistant RouteDelete a route from an AI21 Studio assistant. Approval by default
- WriteDelete DemoDelete a demo by its unique ID. Approval by default
- WriteDelete MCP StorageDelete an MCP (Model Context Protocol) storage configuration by its unique ID. Approval by default
- WriteDelete SecretDelete a secret by its unique ID. Approval by default
- WriteDelete Website ConnectorPermanently delete a website connector by its unique identifier. Approval by default
- WriteIngest Website ConnectorIngest website content via sitemap URL in AI21 Studio. Approval by default
- WriteIngest Website Connector URLIngest a website URL into AI21 Studio's website connector. Approval by default
- WriteModify AssistantModify an existing AI21 Studio assistant. Approval by default
- WriteModify Assistant RouteModify an existing route within an assistant. Approval by default
- WriteModify Assistant PlanModify an existing assistant plan in AI21 Studio. Approval by default
- WriteRetry Ingest WebsiteRetry ingestion of a website in AI21 Studio. Approval by default
- WriteRun AssistantRun an AI21 Studio assistant with conversational input. Approval by default
- WriteSync Website ConnectorSync a website connector in AI21 Studio. Approval by default
- WriteUpdate DemoUpdate an existing demo in Studio by AI21 Labs. Approval by default
- WriteUpdate MCP StorageUpdate an existing MCP (Model Context Protocol) storage configuration in AI21 Studio. Approval by default
- WriteUpdate SecretUpdate an existing secret in AI21 Studio. Approval by default
One prompt, start to finish
What a governed Studio By Ai21 Labs run looks like inside Luumen.
Questions
Authorize once with API token. Luumen lists the scopes each action needs before you approve the connection, and credentials never appear in the chat.
Read actions answer immediately. Anything that writes — create aftersales parts classification batch, create assistant route, create assistant, create assistant plan, and more — is shown as a plan and requires approval by default, including the 6 actions classified as destructive. Administrators configure that per tool, so you decide exactly which actions can ever run unattended.
You decide. Actions are granted per agent, skill, and team, and per environment — production is not staging. Read access can be broad while writes stay narrow.
Every call to Studio By Ai21 Labs — read or write, approved or declined — is recorded with the actor, the input, and the result, and can be linked to the ticket or change record.
Often connected alongside
All integrations
Adobe Marketing Agent MCPAdobe Experience Platform context, sandbox switches, and async task status
AffindaRead parsed documents, collections, and annotations — change them with approval
Agent MailGive the agent its own mailbox for reading threads and sending updates
AI/ML APIInspect assistants, threads, and runs — and change them as approved stepsPut Studio By Ai21 Labs to work with Luumen
Connect in minutes. Every action scoped, approved, and audited from day one.