Enterprise AI Data Query
Case Study

Enterprise AI Data Query Application

Designed to lower the barrier to data analysis — supporting natural language to SQL so non-technical users can perform complex queries, analysis, and visualization through everyday language.

100%No SQL Required
10xQuery Efficiency
AWSNative Cloud

Our Advantages

From natural language to data insights — covering the full enterprise data query pipeline.

01

Language to SQL

Users ask in natural language — the system converts to precise SQL automatically. No database knowledge needed, letting business users talk directly to data.

NLP → SQLMulti-dialectSemantic
02

Intelligent Data Query

Combined with enterprise knowledge bases and data dictionaries — enabling cross-table joins, complex aggregations, and multi-condition filtering with superior accuracy.

Cross-tableAggregationKnowledge Base
03

Data Analysis Engine

Automatically identifies trends, anomalies, and key metrics — generating contextual insights to help decision-makers quickly understand the business meaning behind the data.

Trend DetectionAnomalyInsights
04

Data Visualization

Query results automatically matched to the optimal chart type — supporting line, bar, pie charts and more. One-click shareable data reports.

Auto ChartMulti-typeReport

Customer Case

Leading Financial Institution

Enterprise AI Data Query Platform

The institution had massive business data but queries were heavily dependent on technical teams — business users couldn't self-serve insights. Deploying the AI data query application enabled natural language-driven self-service analytics.

Challenges

  • Queries dependent on tech teams — long cycles
  • Business users lack SQL skills for self-service
  • Traditional BI tools have high learning curves
  • Severe data silos — cross-system queries difficult

Our Solution

  • NL2SQL engine for natural language queries
  • Enterprise data dictionary and knowledge graph
  • AWS Bedrock and SageMaker integration
  • Auto visualization and report generation
10xQuery Speed
80%Labor Saved
100%Self-service
Data Query Platform

Empower Everyone to Make Data-driven Decisions

Talk to our experts and discover how AI can unlock the full value of your enterprise data.