# UiPath Maestro Automate Documentation

> Complete documentation for UiPath Maestro Automate

This file contains links to documentation sections following the llmstxt.org standard.

## Table of Contents

- [2026](https://docs.uipath.com/maestro-automate/automation-cloud/latest/release-notes/2026.md): 2026 release notes for Maestro Automate in Automation Cloud.
- [October 2026](https://docs.uipath.com/maestro-automate/automation-cloud/latest/release-notes/october-2026.md): October 2026 release notes for Maestro Automate in Automation Cloud and Test Cloud.
- [September 2026](https://docs.uipath.com/maestro-automate/automation-cloud/latest/release-notes/september-2026.md): September 2026 release notes for Maestro Automate in Automation Cloud and Test Cloud.
- [Add an AI agent to a workflow](https://docs.uipath.com/maestro-automate/automation-cloud/latest/user-guide/add-an-ai-agent.md): Build a workflow step by step that sends data to an Autonomous agent and branches on its decision with a Decision node.
- [Add human approval to a workflow](https://docs.uipath.com/maestro-automate/automation-cloud/latest/user-guide/add-human-approval.md): Pause a workflow at a review step, send an approval task to an approver, and continue based on their response.
- [Administration](https://docs.uipath.com/maestro-automate/automation-cloud/latest/user-guide/administration.md): What an administrator turns on so that builders in a company account can build, test, and deploy Maestro Automate workflows.
- [Agent](https://docs.uipath.com/maestro-automate/automation-cloud/latest/user-guide/agent-nodes.md): The nodes in the Agent category of the Add node panel: autonomous, conversational, and voice agents, agents that already exist, and agents on other...
- [Agent tools](https://docs.uipath.com/maestro-automate/automation-cloud/latest/user-guide/agent-tools.md): Tools an agent can call from within a workflow, including file analysis, batch transformation, and summarization.
- [Analyze Files](https://docs.uipath.com/maestro-automate/automation-cloud/latest/user-guide/analyze-files.md): Attach the Analyze Files tool to an agent, configure it, and see its inputs and outputs, with an example.
- [Batch transform](https://docs.uipath.com/maestro-automate/automation-cloud/latest/user-guide/batch-transform.md): Add the Batch transform tool to an agent, configure its task and output columns, and read its result, with an example.
- [Build a chat agent workflow](https://docs.uipath.com/maestro-automate/automation-cloud/latest/user-guide/build-a-chat-agent-workflow.md): Build a real-time, AI-powered chat experience on the canvas, with output-based routing and agent handoff.
- [Build a Slack notification workflow](https://docs.uipath.com/maestro-automate/automation-cloud/latest/user-guide/build-a-slack-notification-workflow.md): Build a workflow step by step that writes a message with a Script node and posts it to a Slack channel through the Slack connector.
- [Build in Studio Desktop](https://docs.uipath.com/maestro-automate/automation-cloud/latest/user-guide/build-in-studio-desktop.md): Create a Maestro Automate project in Studio Desktop, build it with Autopilot, then test and deploy it.
- [Build in Studio Web](https://docs.uipath.com/maestro-automate/automation-cloud/latest/user-guide/build-in-studio-web.md): Open Studio Web in a browser, then create, test, and deploy workflows with nothing to install.
- [Build in VS Code](https://docs.uipath.com/maestro-automate/automation-cloud/latest/user-guide/build-in-vs-code.md): How to build, debug, and deploy workflows in Visual Studio Code with the UiPath extension, from installation and sign-in to commands and settings.
- [Call an external API](https://docs.uipath.com/maestro-automate/automation-cloud/latest/user-guide/call-an-external-api.md): Build a workflow step by step that calls an API with HTTP Request, then reshapes the response with Transform and Script.
- [Call existing work](https://docs.uipath.com/maestro-automate/automation-cloud/latest/user-guide/call-existing-work.md): The Add node category for each kind of existing work you can reuse, with a link to the page of each one.
- [Community](https://docs.uipath.com/maestro-automate/automation-cloud/latest/user-guide/community.md): Where to ask questions, share workflows, and learn from other Maestro Automate builders.
- [Concepts](https://docs.uipath.com/maestro-automate/automation-cloud/latest/user-guide/concepts.md): Workflow concepts: how nodes, data, and control flow make up a workflow, and how failures, tests, and runs work, before you build your own.
- [Box](https://docs.uipath.com/maestro-automate/automation-cloud/latest/user-guide/connector-box.md): Look up the Box connector: its actions and events in alphabetical order, and the sign-in methods of a Box connection.
- [DocuSign](https://docs.uipath.com/maestro-automate/automation-cloud/latest/user-guide/connector-docusign.md): Look up the DocuSign connector: its actions and events in alphabetical order, and the sign-in methods of a DocuSign connection.
- [Gmail](https://docs.uipath.com/maestro-automate/automation-cloud/latest/user-guide/connector-gmail.md): Look up the Gmail connector: its actions and events in alphabetical order, and the sign-in methods of a Gmail connection.
- [Google Drive](https://docs.uipath.com/maestro-automate/automation-cloud/latest/user-guide/connector-google-drive.md): Look up the Google Drive connector: its actions and events in alphabetical order, and the sign-in methods of a Google Drive connection.
- [Google Sheets](https://docs.uipath.com/maestro-automate/automation-cloud/latest/user-guide/connector-google-sheets.md): Look up the Google Sheets connector: its actions and events in alphabetical order, and the sign-in methods of a Google Sheets connection.
- [HubSpot CRM](https://docs.uipath.com/maestro-automate/automation-cloud/latest/user-guide/connector-hubspot-crm.md): Look up the HubSpot CRM connector: its actions and events in alphabetical order, and the sign-in methods of a HubSpot CRM connection.
- [Jira](https://docs.uipath.com/maestro-automate/automation-cloud/latest/user-guide/connector-jira.md): Look up the Jira connector: its actions and events in alphabetical order, and the sign-in methods of a Jira connection.
- [MCP](https://docs.uipath.com/maestro-automate/automation-cloud/latest/user-guide/connector-mcp.md): Look up the MCP connector: its Run a Tool action, when to use it instead of giving MCP tools to an agent, and the sign-in methods of an MCP connect...
- [Microsoft Dynamics 365 CRM](https://docs.uipath.com/maestro-automate/automation-cloud/latest/user-guide/connector-microsoft-dynamics-365-crm.md): Look up the Microsoft Dynamics 365 CRM connector: its actions and events in alphabetical order, and the sign-in methods of a Microsoft Dynamics 365...
- [Microsoft OneDrive & SharePoint](https://docs.uipath.com/maestro-automate/automation-cloud/latest/user-guide/connector-microsoft-onedrive-sharepoint.md): Look up the Microsoft OneDrive & SharePoint connector: its actions and events in alphabetical order, and the sign-in methods of a Microsoft OneDriv...
- [Microsoft Outlook 365](https://docs.uipath.com/maestro-automate/automation-cloud/latest/user-guide/connector-microsoft-outlook-365.md): Look up the Microsoft Outlook 365 connector: its actions and events in alphabetical order, and the sign-in methods of a Microsoft Outlook 365 conne...
- [Microsoft Teams](https://docs.uipath.com/maestro-automate/automation-cloud/latest/user-guide/connector-microsoft-teams.md): Look up the Microsoft Teams connector: its actions and events in alphabetical order, and the sign-in methods of a Microsoft Teams connection.
- [Salesforce](https://docs.uipath.com/maestro-automate/automation-cloud/latest/user-guide/connector-salesforce.md): Look up the Salesforce connector: its actions and events in alphabetical order, and the sign-in methods of a Salesforce connection.
- [SAP OData](https://docs.uipath.com/maestro-automate/automation-cloud/latest/user-guide/connector-sap-odata.md): Look up the SAP OData connector: its actions and events in alphabetical order, and the sign-in methods of an SAP OData connection.
- [ServiceNow](https://docs.uipath.com/maestro-automate/automation-cloud/latest/user-guide/connector-servicenow.md): Look up the ServiceNow connector: its actions and events in alphabetical order, and the sign-in methods of a ServiceNow connection.
- [Slack](https://docs.uipath.com/maestro-automate/automation-cloud/latest/user-guide/connector-slack.md): Look up the Slack connector: its actions and events in alphabetical order, and the sign-in methods of a Slack connection.
- [Workday](https://docs.uipath.com/maestro-automate/automation-cloud/latest/user-guide/connector-workday.md): Look up the Workday connector: its actions and events in alphabetical order, and the sign-in methods of a Workday connection.
- [Zendesk](https://docs.uipath.com/maestro-automate/automation-cloud/latest/user-guide/connector-zendesk.md): Look up the Zendesk connector: its actions and events in alphabetical order, and the sign-in methods of a Zendesk connection.
- [Control flow](https://docs.uipath.com/maestro-automate/automation-cloud/latest/user-guide/control-flow.md): Control flow: which node to choose when a workflow must decide, repeat, or wait for parallel paths, with an example that uses all four together.
- [Control](https://docs.uipath.com/maestro-automate/automation-cloud/latest/user-guide/control-nodes.md): The seven nodes of the Control category, from Mock to Terminate, with a link to the page of each one.
- [Conversational tools](https://docs.uipath.com/maestro-automate/automation-cloud/latest/user-guide/conversational-chat.md): Chat nodes for modeling conversational experiences on the canvas, covering routing control, conversational AI turns, and deterministic messages.
- [Conversational (Preview)](https://docs.uipath.com/maestro-automate/automation-cloud/latest/user-guide/conversational-nodes.md): Conversational nodes for modeling real-time, AI-powered chat and voice experiences on the canvas.
- [Voice tools](https://docs.uipath.com/maestro-automate/automation-cloud/latest/user-guide/conversational-voice.md): Voice nodes for modeling real-time phone-call voice agents on the canvas.
- [Convert to Maestro Orchestrate](https://docs.uipath.com/maestro-automate/automation-cloud/latest/user-guide/convert-to-maestro-orchestrate.md): When a Maestro Automate workflow should convert to Maestro Orchestrate, what changes when it does, and how to convert it without rebuilding it.
- [Create a connection](https://docs.uipath.com/maestro-automate/automation-cloud/latest/user-guide/create-a-connection.md): Create a connection from a connector node, so that the workflow can sign in to an app, without leaving the canvas.
- [Data Fabric entity nodes](https://docs.uipath.com/maestro-automate/automation-cloud/latest/user-guide/data-fabric-entity-nodes.md): The Data Fabric node for each record operation, with a link to the page of each of the four nodes.
- [Data](https://docs.uipath.com/maestro-automate/automation-cloud/latest/user-guide/data-nodes.md): The nodes of the Data category, such as Filter, Map, and Transform, and the Data Fabric nodes, with a link to the page of each one.
- [Debugging basics](https://docs.uipath.com/maestro-automate/automation-cloud/latest/user-guide/debugging-basics.md): Debug a workflow on the canvas: start a debug run, read the results, find failures, and test parts of a workflow with mocks.
- [Deploy a workflow](https://docs.uipath.com/maestro-automate/automation-cloud/latest/user-guide/deploy-a-workflow.md): Deploy a workflow from a coding agent, Studio Web, VS Code, or Studio Desktop, start a run, and go back to an earlier version.
- [Document processing](https://docs.uipath.com/maestro-automate/automation-cloud/latest/user-guide/document-processing.md): Dedicated canvas nodes that apply UiPath document intelligence: extraction, summarization, and more as discrete steps in a process.
- [Error handling](https://docs.uipath.com/maestro-automate/automation-cloud/latest/user-guide/error-handling.md): How a node failure can be routed to a separate path through the node's error handle, and how the error details are exposed through variables.
- [Human in the loop: escalation or human step](https://docs.uipath.com/maestro-automate/automation-cloud/latest/user-guide/escalation-or-human-node.md): When to let an AI agent escalate to a human, when to add a human step to the workflow, and tips for both.
- [Evaluating your workflows](https://docs.uipath.com/maestro-automate/automation-cloud/latest/user-guide/evaluating-workflows.md): Practices for evaluations that prove a workflow and its agents do what you expect, before you deploy and after every change.
- [Evaluations](https://docs.uipath.com/maestro-automate/automation-cloud/latest/user-guide/evaluations.md): Set up evaluations for a workflow: datasets, evaluation targets, and evaluators, then run them and use the results during development.
- [Example workflows](https://docs.uipath.com/maestro-automate/automation-cloud/latest/user-guide/example-workflows.md): Six workflows that Maestro Automate is built for, from order intake to screening checks, with the nodes each one uses.
- [Expression syntax](https://docs.uipath.com/maestro-automate/automation-cloud/latest/user-guide/expression-syntax.md): JavaScript expression syntax for variables, operators, and conditions in workflows.
- [FAQ](https://docs.uipath.com/maestro-automate/automation-cloud/latest/user-guide/faq.md): Answers to common questions about Maestro Automate, each with a link to the page that covers the topic.
- [The Flow canvas](https://docs.uipath.com/maestro-automate/automation-cloud/latest/user-guide/flow-canvas.md): Flow canvas: the toolbar, panels, menus, and debug controls that every tool shares, and what differs between Studio Web, VS Code, and Studio Desktop.
- [Glossary](https://docs.uipath.com/maestro-automate/automation-cloud/latest/user-guide/glossary.md): Plain-language definitions of the terms used in the Maestro Automate guide, with links to the pages that explain each one.
- [Guides](https://docs.uipath.com/maestro-automate/automation-cloud/latest/user-guide/guides.md): Step-by-step guides that build complete workflows, and practices that keep them reliable.
- [Handle errors](https://docs.uipath.com/maestro-automate/automation-cloud/latest/user-guide/handle-errors.md): Route failed nodes to an error path, log the error details, retry temporary failures, and end the workflow cleanly on unrecoverable errors.
- [How connector nodes work](https://docs.uipath.com/maestro-automate/automation-cloud/latest/user-guide/how-connector-nodes-work.md): Connector nodes: how a node wraps one action of an app, signs in through a connection, and passes its output and errors to the rest of the workflow.
- [Human](https://docs.uipath.com/maestro-automate/automation-cloud/latest/user-guide/human-nodes.md): The nodes in the Human category of the Add node panel: Quick Form and Action App, which pause a workflow until a human responds.
- [Connector](https://docs.uipath.com/maestro-automate/automation-cloud/latest/user-guide/integration-nodes.md): The connectors in the Connector category of the Add node panel, grouped by area, with what each one does and whether it has events.
- [Keyboard shortcuts](https://docs.uipath.com/maestro-automate/automation-cloud/latest/user-guide/keyboard-shortcuts.md): Keyboard shortcuts for the Flow canvas: moving around, working with nodes, arranging the layout, and testing a workflow.
- [Licensing for administrators](https://docs.uipath.com/maestro-automate/automation-cloud/latest/user-guide/licensing-for-administrators.md): How Maestro Automate runs are metered in a company account: included runs per plan, the units consumed beyond them, what's billed separately, and w...
- [Limits and fair use](https://docs.uipath.com/maestro-automate/automation-cloud/latest/user-guide/limits-and-fair-use.md): Maestro Automate limits: runs that finish within 24 hours, up to 50 runs at the same time per tenant, and runs kept for 30 days after they end.
- [Maestro Automate or API workflow](https://docs.uipath.com/maestro-automate/automation-cloud/latest/user-guide/maestro-automate-or-api-workflow.md): When to build a Maestro Automate workflow, when an API workflow is the better fit, and how to use the two together.
- [Maestro Flow](https://docs.uipath.com/maestro-automate/automation-cloud/latest/user-guide/maestro-flow-nodes.md): The Maestro Flow category of the Add node panel: Subflow, and other workflows in the same solution or deployed in your organization.
- [Monitor runs](https://docs.uipath.com/maestro-automate/automation-cloud/latest/user-guide/monitor-runs.md): Where to find the runs of a deployed workflow in Maestro, how to read the status and steps of each run, and where to see every error in one list.
- [Action App](https://docs.uipath.com/maestro-automate/automation-cloud/latest/user-guide/node-action-app.md): Set up an Action App node, and choose between Action App and Quick Form for a human step.
- [Autonomous agent](https://docs.uipath.com/maestro-automate/automation-cloud/latest/user-guide/node-agent.md): Autonomous Agent node: configure an AI agent with model, prompts, tools, and resources to reason and complete tasks.
- [API Workflow](https://docs.uipath.com/maestro-automate/automation-cloud/latest/user-guide/node-api-workflow.md): API Workflow node for calling a deployed UiPath API workflow and using its output, with its configuration fields and output variables.
- [Maestro BPMN](https://docs.uipath.com/maestro-automate/automation-cloud/latest/user-guide/node-bpmn-process.md): Prepare and configure the Maestro BPMN node, read its output, and choose between a BPMN process and an Autonomous agent.
- [Coded agent](https://docs.uipath.com/maestro-automate/automation-cloud/latest/user-guide/node-coded-agent.md): When to use a coded agent, and the steps to add one to a workflow from the same solution or from your organization.
- [Connector event](https://docs.uipath.com/maestro-automate/automation-cloud/latest/user-guide/node-connector-event.md): Use cases, configuration, and requirements of the Connector event node, which waits for an event in a connected app.
- [Connector trigger](https://docs.uipath.com/maestro-automate/automation-cloud/latest/user-guide/node-connector-trigger.md): Set up a Connector trigger: choose the app and the event, connect to the app, and read the event data in later nodes.
- [Conversation trigger](https://docs.uipath.com/maestro-automate/automation-cloud/latest/user-guide/node-conversation-trigger.md): The conversation trigger marks the workflow as conversational and interactable from any chat channel.
- [Conversational agent](https://docs.uipath.com/maestro-automate/automation-cloud/latest/user-guide/node-conversational-agent.md): Add and configure a Conversational agent: its model, instructions, tools, and output variables, with fixes for common issues.
- [Create entity record](https://docs.uipath.com/maestro-automate/automation-cloud/latest/user-guide/node-create-entity-record.md): Configure the Create entity record node to add a Data Fabric record, and read its output in later nodes.
- [Create file](https://docs.uipath.com/maestro-automate/automation-cloud/latest/user-guide/node-create-file.md): Create a text file in a workflow, such as a report, from text you type or values from earlier nodes.
- [Create Outgoing Call](https://docs.uipath.com/maestro-automate/automation-cloud/latest/user-guide/node-create-outgoing-call.md): Node that places an outbound call from a connected phone number and waits for it to be answered.
- [Decision](https://docs.uipath.com/maestro-automate/automation-cloud/latest/user-guide/node-decision.md): Configure the Decision node, write its condition, and choose between Decision and Switch, with examples.
- [Delay](https://docs.uipath.com/maestro-automate/automation-cloud/latest/user-guide/node-delay.md): Delay node for pausing a run for a duration or until a scheduled datetime.
- [Delete entity record](https://docs.uipath.com/maestro-automate/automation-cloud/latest/user-guide/node-delete-entity-record.md): Delete entity record node for permanently removing a record from a Data Fabric entity in a workflow, without a connection.
- [End Call](https://docs.uipath.com/maestro-automate/automation-cloud/latest/user-guide/node-end-call.md): What the End call node does in a voice workflow, its configuration, and its output variables.
- [End](https://docs.uipath.com/maestro-automate/automation-cloud/latest/user-guide/node-end.md): Configure the End node and its output, and see how it differs from Terminate, with examples.
- [Extract](https://docs.uipath.com/maestro-automate/automation-cloud/latest/user-guide/node-extract.md): Extract structured fields from documents using IXP extraction models.
- [Filter](https://docs.uipath.com/maestro-automate/automation-cloud/latest/user-guide/node-filter.md): Configure the Filter node to keep only the list entries you need, with an example and fixes for common issues.
- [Form trigger](https://docs.uipath.com/maestro-automate/automation-cloud/latest/user-guide/node-form-trigger.md): Set up a Form trigger: design the form, preview it in a browser, and read the submitted values in later nodes.
- [Function](https://docs.uipath.com/maestro-automate/automation-cloud/latest/user-guide/node-function.md): Call a coded function, deterministic logic written in Python, JavaScript, or TypeScript, as a step in a workflow.
- [Get conversation context](https://docs.uipath.com/maestro-automate/automation-cloud/latest/user-guide/node-get-conversation-context.md): Inputs, output, and usage examples of the Get conversation context node in a chat workflow.
- [Group by](https://docs.uipath.com/maestro-automate/automation-cloud/latest/user-guide/node-group-by.md): Group the entries of a list by a shared field, and compute totals, averages, or counts for each group.
- [HTTP Request](https://docs.uipath.com/maestro-automate/automation-cloud/latest/user-guide/node-http-request.md): The HTTP Request node sends a request to a web address, with its configuration, authentication, and response branching.
- [HTTP Webhook](https://docs.uipath.com/maestro-automate/automation-cloud/latest/user-guide/node-http-webhook.md): Set up an HTTP Webhook, as a trigger or a wait step, with its fields and the request data it outputs.
- [Incoming call](https://docs.uipath.com/maestro-automate/automation-cloud/latest/user-guide/node-incoming-call.md): What the Incoming call trigger does in a voice workflow, the output variables it provides, and how to debug it.
- [Loop](https://docs.uipath.com/maestro-automate/automation-cloud/latest/user-guide/node-loop.md): Configure the Loop node, build the loop body, and read its output, with examples and fixes for common issues.
- [Maestro Case](https://docs.uipath.com/maestro-automate/automation-cloud/latest/user-guide/node-maestro-case.md): Add a Maestro Case node, which calls a case from this solution or one deployed in your organization, as a step in a workflow.
- [Manual trigger](https://docs.uipath.com/maestro-automate/automation-cloud/latest/user-guide/node-manual-trigger.md): Configure the Manual trigger and its input variables, which give each run the data it starts with.
- [Map](https://docs.uipath.com/maestro-automate/automation-cloud/latest/user-guide/node-map.md): Reshape each entry of a list, for example by renaming or combining its fields.
- [Merge](https://docs.uipath.com/maestro-automate/automation-cloud/latest/user-guide/node-merge.md): The Merge node waits for parallel branches to finish and combines their output variables.
- [Mock](https://docs.uipath.com/maestro-automate/automation-cloud/latest/user-guide/node-mock.md): When to use the Mock node while you sketch a workflow, its configuration, and what it outputs.
- [Query entity records](https://docs.uipath.com/maestro-automate/automation-cloud/latest/user-guide/node-query-entity-records.md): Configure the Query entity records node to read Data Fabric records, and read its output in later nodes.
- [Queue tools](https://docs.uipath.com/maestro-automate/automation-cloud/latest/user-guide/node-queue-tools.md): When to use the queue nodes, how to configure them, what they return, and the common causes of problems.
- [Queue trigger](https://docs.uipath.com/maestro-automate/automation-cloud/latest/user-guide/node-queue-trigger.md): Set up a Queue trigger: choose the queue it watches, and add the input arguments that later nodes read.
- [Quick Form](https://docs.uipath.com/maestro-automate/automation-cloud/latest/user-guide/node-quick-form.md): Pause a workflow and ask a human to review, approve, or fill in a form that you build on the node, then continue with their answer.
- [Read file](https://docs.uipath.com/maestro-automate/automation-cloud/latest/user-guide/node-read-file.md): Read the text content of a file in a workflow, so that later nodes can use it.
- [Node reference](https://docs.uipath.com/maestro-automate/automation-cloud/latest/user-guide/node-reference.md): Reference for the nodes of a workflow: what the nodes of each category of the Add node panel do, with a link to each category page.
- [RPA Workflow](https://docs.uipath.com/maestro-automate/automation-cloud/latest/user-guide/node-rpa-workflow.md): RPA Workflow node for running a deployed UiPath RPA process and waiting for it to complete, with its configuration fields and output variables.
- [Scheduled trigger](https://docs.uipath.com/maestro-automate/automation-cloud/latest/user-guide/node-scheduled-trigger.md): Start a workflow automatically on a recurring schedule using intervals or cron expressions.
- [Script](https://docs.uipath.com/maestro-automate/automation-cloud/latest/user-guide/node-script.md): The Script node runs JavaScript code and returns its result, with the configuration, the JavaScript environment, and examples.
- [Send message](https://docs.uipath.com/maestro-automate/automation-cloud/latest/user-guide/node-send-message.md): Send Message writes an arbitrary response message to the chat conversation.
- [Summarize document](https://docs.uipath.com/maestro-automate/automation-cloud/latest/user-guide/node-summarize.md): Configure the Summarize document node, read its result and citations, and handle its errors.
- [Switch](https://docs.uipath.com/maestro-automate/automation-cloud/latest/user-guide/node-switch.md): Configure the Switch node, write its case expressions, and choose between Switch and Decision, with examples.
- [Terminate](https://docs.uipath.com/maestro-automate/automation-cloud/latest/user-guide/node-terminate.md): The Terminate node halts all active branches of a workflow immediately, regardless of parallel work in progress.
- [Third-party agent](https://docs.uipath.com/maestro-automate/automation-cloud/latest/user-guide/node-third-party-agent.md): Call an AI agent that runs on another platform, such as Databricks, Google Vertex, Microsoft Azure AI Foundry, Salesforce Agentforce, or Snowflake ...
- [Transform](https://docs.uipath.com/maestro-automate/automation-cloud/latest/user-guide/node-transform.md): Apply several operations to a list in one node: filter it, reshape each item, group the items, or run your own JavaScript.
- [Update entity record](https://docs.uipath.com/maestro-automate/automation-cloud/latest/user-guide/node-update-entity-record.md): Configure the Update entity record node to change a Data Fabric record, and read its output in later nodes.
- [Validate classification](https://docs.uipath.com/maestro-automate/automation-cloud/latest/user-guide/node-validate-classification.md): Ask a human to check the type that a classification step gave a document.
- [Validate extraction](https://docs.uipath.com/maestro-automate/automation-cloud/latest/user-guide/node-validate-extraction.md): Ask a human to check and correct the data that an Extract node pulled out of a document.
- [Voice agent](https://docs.uipath.com/maestro-automate/automation-cloud/latest/user-guide/node-voice-agent.md): Configure a Voice agent: its model and prompts, output variables, tools, handoffs between agents, and the call transcript, with fixes for common is...
- [Wait for message](https://docs.uipath.com/maestro-automate/automation-cloud/latest/user-guide/node-wait-for-message.md): Wait for Message suspends until the user sends a message, then outputs the latest conversation context for downstream conversational nodes to consume.
- [Output mocking](https://docs.uipath.com/maestro-automate/automation-cloud/latest/user-guide/output-mocking.md): Replace a node's real action with a value you define, or a response that an LLM generates, during a debug run, to test the nodes after it in isolat...
- [Pricing](https://docs.uipath.com/maestro-automate/automation-cloud/latest/user-guide/pricing.md): What Maestro Automate costs: building, testing, and evaluating are free, every plan includes runs each month, and runs beyond that are priced per run.
- [Process incoming emails](https://docs.uipath.com/maestro-automate/automation-cloud/latest/user-guide/process-incoming-emails.md): Build an email triage workflow step by step with a connector trigger, Transform, and a Decision, then extend it.
- [Retry and cancel](https://docs.uipath.com/maestro-automate/automation-cloud/latest/user-guide/retry-and-cancel.md): What happens when a step fails, and the steps to open a run in Maestro, retry it from the failed step, or cancel it.
- [Set up your coding agent](https://docs.uipath.com/maestro-automate/automation-cloud/latest/user-guide/set-up-your-coding-agent.md): Install the UiPath CLI and skills, sign in, and check that your coding agent can build Maestro Automate workflows.
- [Sign up](https://docs.uipath.com/maestro-automate/automation-cloud/latest/user-guide/sign-up.md): Create a UiPath account if you need one, find where to start building, and see what Maestro Automate costs.
- [Subflow](https://docs.uipath.com/maestro-automate/automation-cloud/latest/user-guide/subflows.md): Group nodes into a subflow that runs as one step inside a workflow, pass data in and out of it, and scope its variables.
- [Summarize](https://docs.uipath.com/maestro-automate/automation-cloud/latest/user-guide/summarize.md): Attach the Summarize tool to an agent, configure it, and see its inputs and outputs, with an example.
- [Tool](https://docs.uipath.com/maestro-automate/automation-cloud/latest/user-guide/tool-nodes.md): The nodes of the Tool category, Script and the conversational, queue, and voice tools, with a link to the page of each one.
- [Triggers](https://docs.uipath.com/maestro-automate/automation-cloud/latest/user-guide/triggers.md): The trigger nodes that start a workflow, how each trigger owns its inputs, and how a workflow with several triggers behaves.
- [Troubleshooting](https://docs.uipath.com/maestro-automate/automation-cloud/latest/user-guide/troubleshooting.md): What the most common Maestro Automate errors mean, and how to fix them in the workflow or with help from your administrator.
- [UiPath CLI](https://docs.uipath.com/maestro-automate/automation-cloud/latest/user-guide/uipath-cli.md): What the UiPath CLI does for Maestro Automate, and where to find its installation steps and command reference.
- [Variables and data flow](https://docs.uipath.com/maestro-automate/automation-cloud/latest/user-guide/variables-and-data-flow.md): How data flows between nodes through node output and variables, with scoping rules for subflows and branches.
- [VS Code extension](https://docs.uipath.com/maestro-automate/automation-cloud/latest/user-guide/vs-code-extension.md): Every command, keyboard shortcut, and setting of the UiPath extension for VS Code, and the fixes for sign-in and other common problems.
- [Wait for event](https://docs.uipath.com/maestro-automate/automation-cloud/latest/user-guide/wait-for-event-nodes.md): The three nodes of the Wait for event category, Delay, Connector event, and HTTP Webhook, with a link to the page of each one.
- [What is Maestro Automate?](https://docs.uipath.com/maestro-automate/automation-cloud/latest/user-guide/what-is-maestro-automate.md): Maestro Automate: the parts of a workflow, from trigger and nodes to testing, deployment, and run history, shown on one order intake example.
- [Where to build](https://docs.uipath.com/maestro-automate/automation-cloud/latest/user-guide/where-to-build.md): Where to build Maestro Automate workflows: VS Code with a coding agent, Studio Web in your browser, or Studio Desktop next to your RPA projects.
- [Your first workflow](https://docs.uipath.com/maestro-automate/automation-cloud/latest/user-guide/your-first-workflow.md): Build an order intake workflow with two API calls, an AI agent that decides, and two branches, then test it and deploy it, with a coding agent or o...
- [Maestro Automate introduction](https://docs.uipath.com/maestro-automate/maestro-automate/index.md): Let's discover **Maestro Automate in less than 5 minutes**.