Intelligent Document Processing (IDP) |
Document Analysis with Custom Schemas |
This feature uses documents that you upload in supported formats (images, PDFs, and TIFFs) as input, along with natural language prompts and questions that you provide. It also uses document schema metadata that you define, such as field names, descriptions, and data types, and sample data that conveys the expected output format.
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OpenAI GPT-4o, GPT-4o Mini, GPT-5.1, and GPT-5.2
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Google Gemini 2.0 Flash 001 and 2.5 Flash
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Anthropic Claude Sonnet 4.6
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MuleSoft Vibes |
Agent-Driven Development (flow generation, API specification generation, asset publishing, and more) |
This feature uses natural language prompts that you type and, with your permission, project files such as code, requirements, and configuration, along with context that you attach such as logs, terminal output, and URLs. It grounds responses with MuleSoft metadata, such as connector and component descriptions, API design documentation, and public Anypoint Exchange metadata.
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Anthropic Claude Sonnet 3.5 with OpenAI GPT-4o Mini for planning (via Amazon Bedrock)
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DataWeave Generation |
This feature uses input and output sample data that you provide, such as JSON, XML, and CSV, along with optional structure metadata and natural language instructions. It grounds responses with MuleSoft DataWeave function and operator documentation.
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Anypoint Exchange |
API Documentation Generation |
This feature uses API specifications that you upload, such as RAML, OAS, SOAP, WSDL, AsyncAPI, GraphQL, and gRPC, along with asset metadata such as name, description, tags, and version.
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Connector Builder |
AI-assisted connector generation |
This feature uses OAS and API specifications that you provide, along with your natural language prompts and connector configuration metadata such as connections, operations, pagination, triggers, and value providers. It uses this data during generation, testing, packaging, and release phases of your connector project.
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Enhanced MuleSoft Experience |
MuleSoft Agent |
This feature uses natural language prompts that you type, along with the current page context within the enhanced experience and metadata accessible under your Access Management permissions, such as portfolio, governance, monitoring, cost, organization, and environment information.
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Partner Manager |
View Message Summaries |
This feature uses the source or target payload that you open in Activity and summarize, including pre-translated and post-translated message content such as EDI and mapped JSON or XML. It also uses message context metadata, such as message type, sender, and receiver, along with extracted business data in the payload, such as order number, customer name, order details, and configured custom attributes like PO number or invoice number.
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Runtime Manager |
Diagnostics Agent |
This feature uses Java thread dumps from your deployed applications and the Diagnostic Information Analysis File (DIAF), which includes application metadata, performance statistics, error messages and stack traces, and recent log entries. It also uses CloudHub or CloudHub 2.0 instance information and deployment configuration.
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