Dataphin offers Super X, an end-to-end intelligent solution for the entire data lifecycle, spanning development, governance, and operations. It delivers full-lifecycle data services through core capabilities such as X-Data Engineering, X-Analysis, X-O&M Assistant, and X-Code Assistant (Copilot). X-Data Engineering simplifies development by automatically generating various tasks, such as integration tasks, data models, and code tasks, from natural language. Using natural language, X-Analysis accurately answers queries by leveraging structured data assets. X-O&M Assistant queries instance runtime status in real time and explains alert anomalies. X-Code Assistant offers syntax validation, automatic code generation, and performance optimization. Together, these modules create an integrated, intelligent service system for data interaction, development, and O&M.
Prerequisites
To use the corresponding intelligent features, you must meet the following requirements.
To use X-Data Engineering, activate the Intelligent R&D Edition.
To use X-Code Assistant or X-O&M Assistant, activate the Basic R&D Edition.
To use X-Analysis, X-Asset Q&A, or X-Directory Management, enable Asset Operation.
To use X-App, X-Data Standard, X-Data Security, and X-Data Quality, you must enable the corresponding feature modules. Using X-Data Quality requires activating either domain-specific or global quality.
Permissions
This feature is available to super administrators, system administrators, O&M administrators, and users in custom global roles with viewing permissions for the intelligent application.
Using X-App, X-Data Standard, X-Data Security, or X-Data Quality requires the corresponding feature permissions.
Overview
Function | Description |
Assistant management | Model Invocation Configuration: Configure the API Key and Base URL to connect to a large model and enable its invocation service. Smart Assistant Management: Manage the status of assistants (enable or disable) and bind them to callable models.
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Intelligent application | X-App Creation: Creates applications by automatically searching Dataphin for relevant data and APIs based on your requirements. This enables you to create data dashboards, perform data operations, publish the application, and invite others to use it. X-Analysis: Retrieves and analyzes data using natural language. It supports multi-database syntax and complex query logic with a zero-code interface, lowering the barrier for business users to perform self-service analytics. This helps unlock data value and drive data-informed decisions. This feature works in conjunction with the smart analysis collection. X-Data Engineering: Generates integration tasks, data models (conceptual, logical, and analytical), and code tasks based on your requirements. X-O&M Assistant: Intelligently diagnoses the root cause of anomalies and provides repair suggestions. It supports quick operations such as rerun and backfill data through conversational commands. Automated remediation reduces manual intervention, ensures high system availability and business continuity, and improves O&M efficiency by over 50%. X-Code Assistant: Supports intelligent code completion and correction. It understands contextual semantics and recommends code snippets and optimization suggestions in real time. It supports multiple programming languages, reduces repetitive coding, improves development efficiency, and helps engineers focus on core logic design. X-Data Standard: Uses AI to automatically extract data standards and code table definitions. It intelligently identifies mappings between standards and fields to help you quickly and cost-effectively establish data standards. This improves data normalization and enables precise, efficient data governance. X-Data Security: Recommends data classifications and levels by analyzing the semantics and sample data of your assets. It automatically generates regular expressions and field names based on feature names, allowing you to create recognition rules efficiently, reduce configuration costs, and improve recognition accuracy. X-Data Quality: Intelligently analyzes data quality issues. By combining multi-source information like data lineage, task code, and anomalous data, it pinpoints the root cause of data problems with a single click and offers repair suggestions. This helps you close the governance loop efficiently and ensures data is trustworthy and reliable. X-Directory Management: Automatically matches business tags and catalogs by intelligently parsing asset metadata and sample data. It batch-generates asset descriptions and other information, helping asset operators reduce operational costs, accelerate publishing, and ensure asset freshness and completeness. X-Asset Q&A: Focuses on enterprise digital assets. It supports natural language queries and smart suggestions, accurately identifying search intent to quickly locate target assets and recommend related ones. This helps increase the utilization of data assets and unlock their value.
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Enterprise knowledge base | The enterprise knowledge base is a key component of the intelligent application. It can manage business knowledge in various forms, such as terms and documents. You can add business-specific terminology to the glossary and upload business documents or operation manuals to build a repository of relevant knowledge, improving the efficiency of problem resolution. |