EMOSA – AI-Powered Database Query Automation

The Challenge

A client required an intelligent AI-driven system to simplify database interactions, allowing users to load data and execute queries effortlessly. The existing workflow faced:

• Manual Query Execution – Users had to write complex SQL queries manually, increasing errors and inefficiencies.

• Limited AI Integration – There was no AI-driven automation to interpret the database schema and generate queries dynamically.

• Complex API Interactions – Users needed a streamlined way to execute database operations via API requests.

The Solution

Wiz Digital Services developed EMOSA, an AI-powered system that integrates a custom GPT model with a Java-based API, allowing users to load data and execute queries dynamically through RESTful API requests.

Key Actions:

• Trained a custom GPT model to understand the database schema, table relationships, and entity mappings.

• Developed a Java-based API to handle database operations via POST requests.

• Integrated MySQL and SQL Server to support structured data storage and query execution.

• Configured RESTful API endpoints to process AI-generated SQL queries and return structured results.

The Results

By implementing EMOSA, the client successfully:

✅ Automated SQL Query Generation – Users could execute database queries without manual SQL input.

✅ Streamlined Data Management – AI understood table relationships and dynamically optimized queries for accuracy and efficiency.

✅ Enabled API-Driven Interactions – Allowed seamless communication between applications and databases.

✅ Improved Efficiency & Accuracy – Reduced human errors in query execution while accelerating database operations.

Technical Stack

• AI/ML – Custom GPT model trained for database schema understanding.

• Backend – Java-based API development for seamless integration.

• Database – MySQL and SQL Server for structured data management.

• API Integration – RESTful APIs for executing POST requests and managing database operations.

• Data Management – AI-driven database schema mapping and query optimisation. 

  
  

Why Choose Wiz Digital Services?

We help businesses leverage AI for intelligent automation, enabling seamless data management, faster query execution, and enhanced operational efficiency.

Transform your database interactions with AI-powered automation.