Data Agent is a new intelligent analysis platform launched by FanRuan. Relying on AI technology, Data Agent can be quickly encapsulated and configured to adapt to different business scenarios. It can help users achieve trusted data queries through natural language chats, further lowering the barrier to data analysis.
Data Agent can automatically "think" (plan the next action) and "act" (invoke corresponding skills) based on task complexity, efficiently responding to business requirements and making data acquisition/analysis more convenient and intelligent.
Data Agent is mainly targeted at data analysts and enterprise managers focusing on data reports, whose core positioning is as follows:
Lower barrier to data analysis: Detailed data can be obtained just by asking questions in natural language, requiring no complex SQL statement or report configuration.
Higher analysis efficiency: Exclusive agents can be configured to automatically generate structured analysis reports, reducing repetitive work.
Business self-service empowerment: Users can use or create agents by themselves, quickly meeting personalized analysis requirements without relying on the IT department.
Exclusive agents can be created for different business lines such as finance, operations, and sales, enabling the reuse and accumulation of data capabilities.
For details about how to build an agent, see Agent Creation.
As the most fundamental core capability of Data Agent, data query agents allow users to directly query business data through natural language chats without writing code or operating complex reports. Their usage scenarios and advantages are as follows:
Intelligent intent parsing: Key information such as metrics, dimensions, and time ranges will be automatically recognized from user questions and converted into executable data queries.
Accurate result output: Configured data sources can be integrated to quickly retrieve corresponding data and present answers in clear text or visual formats.
Multi-scenario query: Common business analysis scenarios, such as sales amounts, inventory, attendance, and market capacity, are covered, meeting daily data acquisition requirements.
Published data query agents are as follows:
Attendance Data Assistant
Cosmetics Brand Market Analyst
Report agents can automatically organize and output structured analysis reports based on query results, meeting enterprise managers' requirements on data reporting and review. Their usage scenarios and advantages are as follows:
Automatic data integration: Results from multiple queries or multi-dimensional data will be summarized to form a complete report framework.
Structured output: Reports containing modules such as conclusions, detailed data, and trend analysis will be generated based on business logic, offering enhanced readability.
Scenario-specific adaptation: Exclusive report templates and output logic can be configured for scenarios such as operational analysis, financial reporting, and sales review.
The Market Potential Insight Reporter agent has been published.