Great Expectations (AI docs)
Shares tags: build, data, data quality assistant
AI Tool
Empower Your Data with Soda Core + AI
Your AI-native solution for flawless data quality and streamlined workflows.
Achieve unmatched data quality with our cutting-edge anomaly detection algorithm, increasing accuracy by 70%.Seamlessly integrate with major data sources while benefiting from a no-code/low-code experience for all users.Automate workflows and analyses at scale—process 1.3 billion records in just one minute!
Tags
BuildDataData quality assistant
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overview
Overview
Soda Core + AI delivers an innovative approach to data quality management, designed for both technical and non-technical teams. Our platform encourages collaboration by providing tools to define and monitor data quality effortlessly.
- AI-driven insights for better decision-making.
- User-friendly interface that anyone can navigate.
- Collaborative tools enhance team efficiency.
features
Key Features
Discover the powerful features that make Soda Core + AI a must-have for modern data management. Our robust functionalities streamline the way you handle and ensure data quality.
- Proprietary anomaly detection with higher accuracy.
- Smart thresholding for tailored data quality checks.
- Interactive dashboards for real-time visibility.
use_cases
Use Cases
Soda Core + AI is designed for data engineers, business teams, and data product owners who need instant visibility into data quality. Transform your data processes and foster trust across your organization.
- Collaborate seamlessly on data quality issues.
- Improve efficiency with automated workflows.
- Differentiate between testing and observability effortlessly.
Frequently Asked Questions
How does Soda Core + AI improve data quality?
Our platform utilizes a proprietary anomaly detection algorithm that significantly improves the identification of data quality issues, ensuring higher accuracy and reliability.
Can non-technical users utilize Soda Core + AI?
Absolutely! Our no-code/low-code approach allows both technical and non-technical users to easily engage with the platform and monitor data quality.
What kind of integrations does Soda Core + AI support?
Soda Core + AI integrates seamlessly with all major data sources and works effectively within Databricks environments, ensuring flexibility and efficiency in your data workflows.