Qualdo-DRX is a zero-code product that combines data observability, data reliability, and data quality into a single unique offering. Detect data issues with just a few clicks.
Qualdo-DRX enables enterprises to easily monitor mission-critical issues, drifts, anomalies, errors, data quality & data reliability. This point-and-click product easily integrates with other enterprise products, alerts & notifies by monitoring 75+ metrics for data observability, continuously, is fully compliant and never exports customer data. Qualdo-DRX tracks and traces the health of data and sends notifications in autopilot mode.
With proprietary algorithms, Qualdo-DRX saves tens of thousands of precious data engineering hours spent on identifying and pre-empting data-related failures for the business units of an enterprise. From Data Completeness and Uniqueness to Data Accuracy, Qualdo-DRX computes and plots most metrics deemed important for Data Quality.
Enterprises can produce error-free Analytics and BI once Qualdo-DRX starts monitoring data and metrics for drifts, anomalies and outliers in auto-pilot mode. Built for scale, businesses can rely on Qualdo to exclusively monitor data reliability in their production environment. When an enterprise's data reliability starts to break, Qualdo-DRX will automatically generate alerts and notifications in the enterprise's favorite messaging tools like email and slack.
Highlights
Qualdo-DRX is a zero-code tool to monitor all data reliability & data observability metrics.
Qualdo-DRX monitors data quality for teams and data of all sizes, at affordable pricing.
Qualdo-DRX Detects data drifts, data Issues, errors and sends Alerts & Notifications on 75+ reliability & quality metrics!
Qualdo-DRX easily & securely integrates into modern cloud databases or data warehouses with a Point & Click integration and is highly Scalable, Secure and fully Compliant.
AWS Marketplace now accepts line of credit payments through the PNC Vendor Finance program. This program is available to select AWS customers in the US, excluding NV, NC, ND, TN, & VT.
Pricing is based on the duration and terms of your contract with the vendor. This entitles you to a specified quantity of use for the contract duration. If you choose not to renew or replace your contract before it ends, access to these entitlements will expire.
Additional AWS infrastructure costs may apply. Use the AWS Pricing Calculator to estimate your infrastructure costs.
This listing offers a single contract-based option, Qualdo DRX, the Data Reliability Edition. You buy it as one unit under a contract commitment rather than per-hour or metered billing. The unit covers data quality, reliability, and observability monitoring within your own cloud environment. There are no separate tiers or instance sizes to choose from on Marketplace. You commit to the contract term and pay for the single unit. Any scaling of data volume or added capabilities is handled through the vendor, since Marketplace lists only this one dimension.
Top-of-mind questions for buyers
What does the single Qualdo DRX unit actually cover in terms of monitoring capability?
The unit covers the Data Reliability Edition. It includes data quality metrics, data profiling, anomaly detection, data drift tracking, quality gates, and visualizations. Monitoring runs across your cloud databases, warehouses, and storage within your own environment, so your data stays inside your network.
How does the contract pricing work compared to hourly or metered billing?
You commit to a contract term and pay a fixed price for one Qualdo DRX unit. Charges do not meter by the hour or fluctuate with runtime. This suits continuous, always-on data monitoring rather than short or variable usage bursts.
What happens if my monitored data volume grows beyond what the contract unit covers?
Marketplace lists only the single Qualdo DRX unit, so it does not automatically scale by data size. Added data volume or extra capabilities are arranged directly through the vendor. Contact Saturam Inc to expand coverage beyond the contracted unit.
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Version release notes
1.1.0-1
Additional details
Usage instructions
Subscribing to Qualdo-DRX will take you through the sign-up and deployment process. Deployment consists of launching a CloudFormation Template provided to you on the last configuration page of signup. Once Stack creation is completed an email with the details to access your exclusive Qualdo-DRX will be sent to the email address that you provide during the subscription. Also, look to the Stack Outputs for the Qualdo-DRX URL.
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Point-and-click interface enabling data monitoring setup without requiring code implementation
Comprehensive Metrics Monitoring
Monitoring of 75+ data reliability and quality metrics including data completeness, uniqueness, accuracy, drifts, anomalies, and outliers
Automated Anomaly Detection
Proprietary algorithms that automatically detect data drifts, anomalies, errors, and quality issues in autopilot mode
Multi-Channel Alert System
Automated alert and notification generation through multiple messaging platforms including email and Slack
Enterprise Data Security
Secure integration with cloud databases and data warehouses with full compliance standards and no customer data export
Data Quality Monitoring
Machine learning-based monitoring and alerting for data quality issues across data warehouses, data lakes, ETL pipelines, business intelligence, and AI tools
Root Cause Analysis
Automatic root cause identification and impact assessment with end-to-end field-level lineage for data issues
Proactive Issue Detection
Proactive identification of data issues across the data stack before stakeholder notification
Data Lineage and Cataloging
Automatic field-level lineage tracking and centralized data cataloging for data asset accessibility, location, health, and ownership
Multi-Stack Integration
End-to-end observability platform supporting data warehouses, data lakes, ETL systems, business intelligence tools, and AI applications
Cross-Stack Environment Mapping
Connects to warehouse, orchestrator, and code to build a continuously updated understanding of the data environment across all components
Incident Resolution with Root Cause Analysis
Traces root cause across warehouse, orchestrator, and code infrastructure and automatically opens pull requests with validated fixes
Automated Pipeline Development and Maintenance
Operates across the full data engineering lifecycle including incident resolution, pipeline building, migration acceleration, and pipeline health maintenance
Rapid Environment Integration
Establishes cross-stack map within hours of connection without requiring MCPs, skill configuration, or data harness maintenance
Persistent Knowledge Accumulation
Stores every fix, validation, and explanation in the Living Map to enable institutional knowledge retention and accelerate resolution of subsequent incidents
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