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Central Enterprise Data Revolution: Group-Level AI Data Assistant Goes Live in 2 Weeks

AskTable Team
AskTable Team 2026-03-28

Central Enterprise Data Revolution: Group-Level AI Data Assistant Goes Live in 2 Weeks

"Data silos, high barriers, and slow response - these are common challenges faced by every large group enterprise in digital transformation."

China Communications Construction chose AskTable, replacing customized development with a standardized product, achieving "instant data access" and completely transforming the group's data consumption model.


Customer Background

As a large central enterprise, China Communications Construction has dozens of subsidiaries covering engineering construction, equipment manufacturing, port and shipping, and other fields. Behind its massive business footprint lies a huge amount of scattered data assets.

Core Challenges:

  • Data Silos: Cross-department data is difficult to integrate, information islands are severe, and business departments often have "unconnected data and inconsistent terminology"
  • High Barriers: Traditional BI systems require professional SQL skills, making it difficult for business personnel to independently access data, with demands piling up in the IT department
  • Low Efficiency: Traditional BI report development cycles are long (typically 3-6 months), unable to meet real-time decision-making needs, and business windows pass quickly

Solution

AskTable deployed a group-level AI data query platform for the group, achieving:

1. Rapid Deployment

  • Compared to traditional project development cycles of 6 months, AskTable completed full group deployment in just 2 weeks
  • Standardized product + lightweight implementation, no large-scale customized development needed

2. Lower Barriers

  • Business personnel can query data in natural language without learning SQL
  • "Ask and the data comes," making data consumption as simple as chatting

3. Efficiency Leap

  • Data retrieval time reduced from 2 days to 2 minutes, a 1000x improvement
  • Business decisions no longer wait, data insights are instantly accessible

Core Technical Capabilities

  • Text-to-SQL Engine: Automatically converts natural language to precise SQL queries
  • Cross-Datasource Integration: Connects multiple internal databases within the group to form a unified data view
  • Fine-grained Permission Control: Ensures both data connectivity and security compliance

Customer Testimonial

"AskTable has truly enabled data empowerment for frontline staff. Business personnel can now 'query' data on their own, without waiting for IT support. Data-driven decision-making is no longer just a slogan."

— Group IT Director


Implementation Results

MetricBeforeAfterImprovement
Deployment Cycle6 months2 weeks12x
Data Retrieval Time2 days2 minutes1000x
Data BarriersSQL Skills RequiredNatural LanguageLower Barriers

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