Qualdo
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About
Qualdo offers comprehensive monitoring tools for data quality and machine learning model performance across cloud ecosystems like Azure, AWS, and Google Cloud. Its features include tracking data anomalies, model performance metrics, and ensuring data observability and reliability. Qualdo caters to various stakeholders, including data engineers, data stewards, and data scientists, providing them with insights critical for maintaining high data quality and model accuracy. With easy setup, powerful auto-resolution algorithms, and integration capabilities, Qualdo helps enterprises enhance their data management and compliance efforts. Try it for free and explore advanced visualizations, alerts, and notifications while managing up to 750GB of data, depending on the pricing plan chosen.
Platform
Task
Features
• alerts and notifications
• data observability
• monitor data quality
• monitor ml model performance
• data anomaly tracking
FAQs
What is ML Model Monitoring?
ML Model Monitoring is the ability to continuously observe changes in data and expected performance metrics, identifying errors and issues.
What are the deployment models available with Qualdo?
Qualdo-MQX is available as SaaS and Enterprise. Qualdo-DRX is for Enterprise-deployment only.
What are the types of models that can be monitored by Qualdo-MQX?
Qualdo can monitor Classification, Regression, Clustering, and Recommendation models.
Do I need a credit card to Sign up for Qualdo?
No credit card is needed for the free trial & basic plan. Required for other plans.
Does Qualdo store customer data?
No, Qualdo does not store user data.
What databases are supported in Qualdo?
Qualdo supports MySQL, SQL Server, PostgreSQL, Snowflake, BigQuery, Azure Data Lake, and Amazon Redshift.
What are cloud ecosystems supported in Qualdo-MQX?
Qualdo-MQX is available for Azure, AWS, and Google Cloud ecosystems.
What datasets needed by Qualdo-MQX for model monitoring?
Training, Serving, Prediction, and Response Datasets are needed, depending on model type.
Pricing Plans
Free
Free Plan• Up to 10 GB of data
• Includes 2 ML Models
• Data Quality Metrics
• Alerts
• Notifications
• APIs
• Visualizations
• Custom Metrics
Starter
/mo79.00 / billed monthly• Up to 100 GB of data
• Includes 10 ML Models
• Data Quality Metrics
• Alerts
• Notifications
• APIs
• Visualizations
• Custom Metrics
Professional
/mo295.00 / billed monthly• Up to 750 GB of data
• Includes 40 ML Models
• Data Quality Metrics
• Alerts
• Notifications
• APIs
• Visualizations
• Custom Metrics
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