Case Study

BrainWaves Digital AI reduced the time required to translate business requirements into SQL rules from 2-3 days to just 2-3 minutes.

99%

Reduction in Business-to-Code Translation Time. From Days to Minutes

Client:

Traditionally, customers of a leading data quality software were required to construct SQL queries to validate datasets, a process that was both time-consuming and technically demanding.

Objective:

The goal was to simplify the data validation process, making it more accessible to business users without extensive IT or SQL knowledge, and significantly reduce the time taken to construct data quality rules.

Challenges:

Technical Expertise Requirement: Constructing SQL queries for data validation demanded a high level of technical expertise, specifically in IT and data structure knowledge, which was not always available to business users.
Time-Consuming Process: The process of creating SQL rules was lengthy, often taking 2-3 days, which hindered business efficiency and responsiveness.

Solution:

To address these challenges, Brainwaves Digital developed an innovative Generative AI model for data validation. This model was designed to:

Understand business user requirements expressed in natural language.
Automatically construct the necessary SQL rules for data quality validation within minutes.

Implementation:

The model was integrated into data quality software, enabling users to interact with the AI model directly and get real-time solutions for their data validation needs.

Results and Value:

Reduced Rule Construction Time:

The time required to translate business requirements into SQL rules decreased dramatically from 2-3 days to just 2-3 minutes.

Increased Accessibility for Business Users:

Business users could directly engage with the AI model to validate data, significantly reducing their dependency on IT resources.

Enhanced Business Efficiency:

The quicker turnaround time in constructing SQL rules led to faster decision-making and improved overall business efficiency.

Empowerment of Non-Technical Staff:

Generative AI Model enabled non-technical staff to perform complex data validations, democratizing the data quality process across the organization.

Brainwaves Digital’s AI model for data quality software represents a significant leap in simplifying data validation processes. By enabling natural language processing to construct SQL rules, Brainwaves Digital has not only saved time but also empowered business users, reducing their dependence on IT resources.

This case study exemplifies the transformative potential of AI in making complex technical processes accessible and efficient for all users in an organization.

At BrainWaves Digital, we believe in the transformative power of artificial intelligence. Our mission is to translate cutting-edge AI advancements into real-world applications.

Services

AI-led Automation
Digital Product Development
AI for Supply Chain
Customer Experience Transformation
Data Readiness for AI
AI Advisory Services

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Location:

6705 W Highway 290
Ste 607-282
Austin, TX 78735, USA

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+1.402.203.7088

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