Revolutionizing Database Access with Generative AI

JOHN DEERE

John Deere is an American multinational company, dedicated to the production of agricultural machinery with delivery to all parts of the world.

Client: John Deere

Date: 2024

Services: Artificial Intelligence

Technologies: Azure OpenAI

Revolutionizing Database Access with Generative AI
The
Challenge

Develop a Proof of Concept that integrates OpenAI technology and the potential of generative AI to allow users to formulate questions about their databases in natural language.

The objective is to interact intuitively with the company’s traceability system, known as Teseo, without the need to know Structured Query Language (SQL).

Generative AI that converts natural language into SQL queries to access data without technical knowledge
The
Solution

Implementation of an application that uses generative AI to interpret questions formulated in natural language and convert them into specific SQL queries. This conversion facilitates the extraction of required data directly from the Teseo database without technical knowledge.

The application acts as an intermediary, translating the user’s information needs into technical commands that the database system can process and execute efficiently.

Revolucionando el acceso a las Bases de Datos con IA Generativa
Simplified access to data, greater autonomy, and informed decisions with immediate results.
The
Impact

The proposed solution has the potential to revolutionize the way users access information in the company’s traceability system. By simplifying the interaction with the database, the technical barrier for non-specialized users is significantly reduced.

This not only improves efficiency and productivity by facilitating fast and accurate queries, but also fosters greater autonomy in data exploration. In addition, displaying results immediately on screen enhances informed decision making based on up-to-date and relevant data.

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