Data Agentic = Data Science Model + Data Tools (Fabric, Acceleration) + Solutions. Capable of understanding, planning, executing and optimizing complex data-related tasks with minimal human intervention, forming a complete data workflow closed loop.
Five core capabilities achieving data workflow automation
Intelligently understand complex data requirements, automatically decompose into executable subtasks. Goal reasoning capability, planning optimal execution path from user intent.
Seamlessly connect AI Fabric and AI Acceleration, automatically complete multi-source data extraction, transformation, loading. Intelligent data format conversion and quality cleaning.
Integrated rich MCP Tools toolkit, supporting data analysis, report generation, visualization and other professional operations. Flexible and configurable tool orchestration.
Real-time monitoring of execution process, automatically identify problems and adjust strategies. Reflection mechanism ensures task correctness, continuously optimizing execution efficiency.
Full-process automation from requirement input to result output. Standardized deliverables, traceable quality, verifiable business results.
Watch the core functionality demo of Data Agentic
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Data Agentic typical application scenarios
Users describe report requirements in natural language, Data Agentic automatically completes data extraction, analysis, chart generation. Traditional 3-day report work reduced to minutes.
Semantic understanding-based data retrieval, no SQL needed. Users ask questions in natural language, Agent automatically queries relevant data and generates answers, with data source and credibility.
Automated data quality detection and repair. Agent regularly inspects data issues, automatically generates governance suggestions and executes them, forming a data quality positive cycle.
Full-process automation from data preparation, feature engineering to model training, evaluation. Users only need to define task goals, Agent automatically completes the remaining work.
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