Data Sentinel
Intelligent Data Quality & Transformation Solution
Transform Your Enterprise Data Quality Without Disrupting Your Existing Data Workflows
Quality data is the cornerstone of successful AI, ML, and self-service BI initiatives. Maintaining data quality shouldn't mean overhauling your entire infrastructure.
Data Sentinel helps organizations confidently achieve superior data quality with confidence while preserving their existing data related workflows.
Data Sentinel’s proven architecture ensures seamless integration with your current systems while delivering powerful data quality management and transformation capabilities.
Download Data Sentinel’s latest version for Free
Data Sentinel’s latest version is available on AWS and Azure Marketplaces
Why Enterprise Businesses Choose Data Sentinel
Keep your data in your location
Data Sentinel’s unique architecture processes your data securely in its original location, eliminating the need for data movement or copying. This approach maintains your existing data governance policies and eliminates additional storage costs that typically come with traditional data quality solutions.
Adaptive Quality Intelligence
Data Sentinel brings intelligence to data quality with 60+ pre-built rules that automatically adapt to your unique data patterns. Our smart quality scoring system considers your specific business context, while proactive monitoring helps prevent downstream issues before they impact your operations.
Enterprise-Ready Flexibility
Deploy Data Sentinel your way with our cloud-agnostic architecture. Whether you prefer AWS, Azure, or on-prem deployment, our platform adapts to your environment without requiring extensive infrastructure changes or complicated setups.
Data Sentinel’s 5 Step Data Cleaning Process
The Data Sentinel by Prescience ensures that your enterprise data is clean and backed by standardized data governance rules using a five-step process:
Identification of critical data elements
Source data systems and metadata are identified, which result in identification of data elements
Profiling and reporting
The platform ensures that the data being profiled is complete, valid, accurate, consistent, and conforms to standards laid out by the enterprise
Integration with data pipeline
The Data Sentinel plugs into your ETL/ELT pipelines and enables rules to be exported from them. The platform is also designed to scale automatically, depending on the size of your data sources.
Stewardship and governance
We are firm believers in the benefits of data stewardship and governance, and that’s why, we’ve integrated these principles in the Data Sentinel. You can configure rules that perform actions on critical data elements, access reports based on your data and prep the data for cleansing. All this takes place through a rule-based approval process.
Cleansing
This is where everything culminates. You can cleanse your data based on a set of rules that can identify inconsistencies in data, and perform actions based on machine learning algorithms. If it’s patterns that you are looking for, you can introduce them as identifiers as well.
Newly Enhanced Advanced Data Transformation Engine
Our latest release transforms data preparation workflows with powerful new capabilities. The enhanced engine brings intelligent null value handling and automated data cleaning, supplemented by 20+ advanced transformation features. Enhanced privacy features ensure your data remains secure while being transformed.
Who Benefits from Data Sentinel?
Business Analysts & Data Scientists
Spend less time cleaning data and more time analyzing it. Our automated data preparation workflows handle the heavy lifting, reducing your time-to-insight from days to hours.
Data Owners & Steward
Take control of your data quality with comprehensive monitoring tools and enhanced governance controls. Our detailed audit trails provide complete visibility into data quality metrics and transformations.
Category Managers
Make confident decisions with clean, reliable market data at your fingertips. Automated quality checks ensure your analyses are based on trustworthy data, every time.
Heads of Business Development
Drive strategic initiatives with confidence. Our platform accelerates data preparation while reducing operational overhead, letting you focus on growth opportunities rather than data quality concerns.
Common Enterprise Use Cases
Governance & Compliance
Maintain robust data governance without adding complexity to your workflows. Advanced data masking and automated compliance reporting help you meet regulatory requirements while maintaining efficiency.
Automated Data Preparation
Transform your data preparation workflow into an efficient, automated process. Our intelligent transformation rules adapt to your specific needs, while customizable workflows ensure alignment with your business requirements.
Enterprise Integration
Connect Data Sentinel to your existing ecosystem without disruption. Native support for major cloud platforms and Databricks ensures seamless integration, while flexible deployment options adapt to your infrastructure.
Real-time Quality Management
Monitor and maintain data quality as it flows through your pipelines. Our real-time assessment engine catches issues immediately, while automated remediation keeps your data flowing smoothly.
Experience Data Sentinel
See how Data Sentinel transforms data quality and trust in enterprises through our comprehensive demo. Watch as we showcase real-world applications of our platform's capabilities.
Ready to Transform Your Data Quality Journey?
Discover how Data Sentinel can enhance your data quality while preserving your existing workflows. Try out the power of intelligent data quality management.