qualdo.ai: Ensuring AI Trust with Intelligent Data and Model Monitoring

qualdo.ai is a cloud-native, AI-powered platform designed to enhance data reliability and model monitoring across Azure, AWS, and Google Cloud environments. Built by Saturam Inc., it offers real-time, zero-code observability with over 70 metrics to track data quality, integrity, drift, and model performance—ideal for enterprises aiming to maintain trust in their AI systems. The platform supports seamless integration with major databases and cloud services, ensures data privacy by never storing user data, and provides automated alerts, visualizations, and custom metrics for proactive issue resolution. With recognition from Gartner and Everest, and awards such as Data Monitoring Solution of the Year, qualdo.ai stands as a leader in data observability. It also offers a free trial and flexible pricing tiers, including Starter and Professional plans with discounts, plus an enterprise edition tailored for large-scale, customized deployments.

Key Features:

• AI-Powered Data Monitoring: Real-time observability with 75+ metrics covering anomalies, drift, uniqueness, integrity, conformity, fragments, and timeliness.
• Model Performance Tracking: Qualdo-MQX monitors ML model health, including data drift, feature decay, response decay, and model failure across classification, regression, clustering, and recommendation models.
• Cloud-Native Integration: Fully compatible with Azure, AWS, and Google Cloud, with native listings in all three cloud marketplaces.
• Zero-Code Setup: Enables 30-second deployment and point-and-click integration with databases like MySQL, PostgreSQL, Snowflake, BigQuery, Azure Data Lake, Amazon Redshift, and more.
• Enterprise-Grade Security: Data never leaves the user’s environment; compliant with OWASP standards and supports private deployment.
• Custom Integrations: Supports tailored integrations for databases, ML models, notifications, and visualization tools.
• Automatic Alerts & Notifications: Real-time detection of data and model issues with customizable alerting mechanisms.
• Comprehensive Data Profiling: Offers 360° visibility into data health across performance, privacy, and compliance dimensions.
• Transparent & Flexible Pricing: Monthly and annual billing options with discounts; usage-based pricing available for enterprise plans.
• Dedicated Customer Success Support: Beyond standard support, includes expert guidance and onboarding for enterprise clients.
• Insights & Thought Leadership: Publishes regular updates through "The Qualdo Dispatch" on data observability and AI trust trends.

Pricing: qualdo.ai offers a Free tier (up to 10 GB of data and 2 ML models) and a Starter plan at $61/month (after 30% discount) with 100 GB data limit, and a Professional plan at $277/month (after 30% discount) with 750 GB data limit. Additional models cost $9 each, and extra data is priced at $52 per 100 GB. Enterprise Edition is available via demo request with usage-based pricing and unlimited data capacity.

Conclusion: qualdo.ai is a powerful, secure, and intelligent solution for enterprises seeking to maintain trust and performance in their AI and data systems. With its automated, zero-code design and strong cloud integrations, it simplifies complex monitoring tasks while delivering deep insights—making it a top-tier choice for data and model observability.