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Guoyuan Securities: AI Auto-Generated SQL, Analysts Improved Efficiency by 30%

AskTable Team
AskTable Team 2026-03-28

Guoyuan Securities: AI Auto-Generated SQL, Analysts Improved Efficiency by 30%

"Every analyst yearns for their own 'data assistant' - now, they truly have one."

Guoyuan Securities adopted AskTable on the analyst comprehensive marketing platform, enabling analysts to independently complete data report generation through AI auto-generated SQL and chart code, completely changing the established pattern of data consumption in the securities industry.


Customer Background

Guoyuan Securities is a large state-owned enterprise with many analysts and business personnel. In the traditional report generation process, analysts needed to:

  1. Submit data request → IT department takes order
  2. Wait for scheduling → SQL development
  3. Verify data → Adjust and optimize
  4. Final delivery → Days have passed

Pain Point: A simple report requirement often takes 3-5 days from submission to delivery. Analysts' business insights are worn down by endless "waiting."


Solution

AskTable deployed an intelligent report generation platform for Guoyuan Securities, with core value reflected in:

1. Development Speed Increased by 30%

  • AI auto-generates SQL and chart code, reducing repetitive development work
  • Analyst self-service, IT resources released

2. Quality Assurance

  • AI-generated code undergoes strict verification, reducing human errors
  • Built-in performance optimization, ensuring efficient and stable queries

3. Empowering Analysts

  • Non-technical personnel can quickly generate professional reports
  • Describe requirements in natural language, get data instantly

Technical Highlights

  • Text-to-SQL Engine: Automatically understand business requirements, convert to precise SQL
  • Smart Performance Optimization: Support complex association analysis, ensure query efficiency
  • Code Visual Editing: Support secondary adjustments, meet personalized needs
  • Auto Chart Generation: SQL results directly converted to visual charts

Implementation Scenarios

ScenarioTraditional ApproachAskTable
Customer Position AnalysisWait 3 daysInstant generation
Performance Attribution AnalysisNeed IT supportSelf-service completed
Custom Report RequirementsSchedule 1 weekA few minutes
Daily/Weekly Report ProductionManual aggregationAI auto

Customer Testimonial

"Previously, doing a special analysis took several days just waiting for data. Now with AskTable, I can get the data and analysis results I want in minutes. We can finally spend time on 'analysis' itself, rather than 'waiting for data'."

— Guoyuan Securities Analyst


Industry Significance

The securities industry is a typical representative of data-intensive industries. Analysts need to process massive data every day, and traditional data access methods severely constrain business efficiency. AskTable's application marks the securities industry's official entry into the new stage of "AI-assisted data analysis."


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