DATA QUALITY PLUS
A flexible data quality framework that combines low-code customization with clear, actionable insights—bringing transparency and control to both business and technical users.
Challenge
The current data-health framework within Stargate/Foundry lacks userfriendliness and customization for non-developer users, limiting visibility into data quality and causing mistrust. Business users need more than technical checks; they require customized validations to ensure business logic works as expected. The challenge is to make data quality transparent and accessible without technical intervention.
Solution
Introducing a versatile solution that monitors pipelines and tracks data quality. This solution generates tailored alerts that are easily understandable by business stakeholders, providing clear insights into operations. It ensures that both technical and business logic validations are met, making data quality transparent and accessible without requiring technical intervention. Additionally, developers can extend the core library to add their own custom checks, ensuring that specific business and technical requirements are met.
Impact
Empowerment
Enables non-technical users to define and track data quality expectations independently, reducing error resolution time by 50%.
Efficiency
Streamlines the setup and implementation process with a userfriendly, plug-and-play library that supports customizable messaging and lowcode capabilities.
Transparency
Provides clear, tailored alerts that offer insights into both technical and business logic validations, enhancing trust in data quality.
Accessibility
The alert dashboard, designed as a standard workshop application, is easily accessible and customizable to meet specific user requirements and preferences.
Flexibility
Allows developers to add custom checks to the core library, ensuring that specific business and technical needs are addressed.