Data Agent
Enterprise-Grade Business Analysis Agent
Your 'AI Business Partner' 'You say a sentence, I'll write the report' — bridging the 'last mile' from data assets to business decisions, enabling agile leap from fragmented queries to global business decisions.
Business Decision Engine Integrating LLM & AI Agent
Data Agent deeply integrates Large Language Model (LLM) and AI Agent technologies. It is not just a query tool, but a 'digital employee' capable of autonomous planning, tool calling, and result delivery. Through natural language interaction, data sleeping in various databases can be transformed into professional research reports with deep insights in seconds.
AI Agent
Autonomous planning, reasoning, and task orchestration capabilities
Data Fusion
Connects 26+ data sources and heterogeneous data
Deep Insights
From Q&A to global business decision analysis
Empower All Roles with 'One Size Fits One' Business Insights
Data Agent provides customized intelligent analysis support for different decision levels in enterprises
Executive Decision
CEO/Strategy Dept
Real-time monitoring of global risk radar, strategic drill through 'dynamic DuPont analysis', tracking strategic goal achievement.
Financial Audit
CFO/Finance Director
Automatically perform consolidated statement variance analysis and profit calculation, predict funding gaps through real-time trial calculation, and control financial health.
Sales Management
Sales Director/Marketing
Quickly break down regional market share comparison, deeply understand marketing campaign ROI attribution, predict high-value customer renewal probability.
Production Supply
Factory Director/Supply Chain Manager
In-depth investigation of production yield fluctuation drivers, analysis of workshop energy consumption costs, prediction of raw material price fluctuation impact on gross margin.
Human Resources
HRBP/HR Director
Scientific evaluation of talent inventory data, deep analysis of the underlying logical relationship between employee turnover and department performance.
Six Core Capabilities Build Competitive Barriers
Deeply integrate AI technology to build enterprise-level intelligent analysis platform
Interactive Logic Innovation
Let machines adapt to humans
Built-in industry corpus and exclusive tuning library, accurately understand enterprise 'jargon'. Users don't need to learn complex code or prompts, and can issue analysis instructions in daily spoken language.
Multi-format Reports in Seconds
Automated Delivery
One-sentence command triggers full-scenario output: logically rigorous Word research reports, beautiful PPT presentations, automatically calculated Excel spreadsheets, and dynamic interactive digital dashboards.
Multi-dimensional Attribution & DuPont Analysis
Analysis Nuclear Weapon
Integrate multi-level attribution analysis, intuitively present the root causes of business fluctuations. Dynamic DuPont analysis supports real-time adjustment of underlying variables, simulating the global chain reaction of 'indicator change → target impact'.
Deep Research
Strategic-level Deep Research
Capable of intelligent industry data retrieval and logical reasoning. Automatically collect and cross-analyze multi-source Internet data, output in-depth industry research briefs with rigorous argumentation chains and source citations.
Composite Architecture Anti-Hallucination
Completely eliminate data hallucination
'Knowledge Base + Database + Metric Base + Algorithm Base' anti-hallucination architecture, combined with large model and data separation design, ensures financial-grade accuracy of output results and eliminates AI misreporting.
Agent Cloning
High-efficiency Reuse
Support business experts to customize exclusive agents with 'zero code'. Analysis logic is built once and can be cloned and distributed to different departments for reuse, significantly reducing enterprise digital construction costs.
1+2 Full-Scenario Architecture Matrix
Three-layer technical architecture drives enterprise intelligent decision-making
1+2 Application Matrix
1+2 Application Matrix
General Report Agent
General analysis agent that meets the daily standardized and agile query needs of all employees.
Studio (Production Factory)
Zero-code visualization platform that injects industry knowledge and proprietary indicators into the model, completing development in hours.
Runtime (Execution End)
Encapsulated as an on-demand 'digital employee', supporting high-concurrency interactive analysis and scenario reload implementation.
Core Engine Layer
Core Engine Layer
Knowledge Base
Knowledge
Accumulate experience, drive cognition
Knowledge Driven
Data Base
data
Multi-source fusion, efficient supply
Data Unified
Metric Base
Metrics
Unified caliber, ensure decision-making
Metrics Aligned
Algorithm Base
Algorithm
Multi-modal driven, intelligent decision
Algo Driven
Foundation Layer
Foundation Layer
Industry Practice Cases
Value multiplication in practice
A Leading Commercial Bank · Agile Growth Attribution for Retail Business Line
Solutions for Leading Commercial Banks
95%+
Efficiency Improvement
Seconds
Response Time
Minutes
Decision Cycle
Zero Threshold
Usage Difficulty
Traditional Analysis Vs DataAgent
Compared with traditional data analysis models, efficiency and capabilities are comprehensively upgraded
| Evaluation Dimension |  Traditional Data Analysis | DataAgent Mode | Efficiency Improvement Rate |
|---|---|---|---|
| Report Generation Cycle | 3-5 working days, requiring multi-position coordination | Second-level response, generated instantly with one sentence | >95% |
| Tool Usage Threshold | Need to master SQL, Python or BI software | Zero threshold, supports spoken language and business jargon | Universal Adoption |
| Business Insight Depth | Stays at surface-level query and static display | Deep diagnosis, supports attribution and dynamic trial calculation | Logical Closure |
| Data Accuracy | Manual extraction prone to errors, inconsistent calibers | Metric middle platform + anti-hallucination architecture, precise and unified | Financial-grade Accuracy |
| Result Output | Single view, requires manual cross-platform formatting | One-click closed-loop output for Word/PPT/Dashboard | Automated Delivery |
Professional Answers · Eliminate Enterprise Worries
Q1What are the advantages of Data Agent compared to traditional ChatBI?
Traditional ChatBI is mostly 'natural language to SQL', relies on general knowledge, prone to data hallucinations, and only outputs static charts. Data Agent adopts a composite architecture to ensure accuracy and can achieve closed-loop delivery from a single chart to global reports such as Word and PPT.
Q2Can AI understand personalized indicators from business departments?
Yes. Data Agent supports inputting business 'jargon', proprietary indicator aliases, and enumeration values. You can even manually tune the model's understanding weight for specific terms. The 'Rule Base' and 'Workflow' modules ensure that when handling highly rigorous business, the agent will strictly follow established business rules, with full process transparency and secure control.
Q3Is enterprise sensitive data safe during AI analysis?
Absolutely safe. The platform supports private deployment, and core data never leaves the enterprise. At the same time, it adopts a separation design between large models and data. AI is only responsible for task distribution and does not directly touch underlying sensitive data.
Start AI-Driven New Era
Don't let inefficient report preparation slow down your strategic decisions! Let data truly become the engine driving enterprise growth, and let every insight of yours instantly transform into business value.
