AI data quality monitoring platform - AI tools

DQOps is an advanced AI-powered platform designed to profile, automate, and monitor data quality across all data lifecycle stages, ensuring operational confidence and compliance. It leverages machine learning for rule automation, anomaly detection, and comprehensive KPI-based data quality monitoring for organizations.

• Paid
• From 600$

Telmai offers a comprehensive data observability platform for data lakes and lakehouses, utilizing AI to ensure data quality and reliability without sampling or increasing cloud costs.

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Qualdo is an AI-powered platform that monitors data quality, reliability, and ML model performance across cloud environments like Azure, AWS, and Google Cloud, helping enterprises prevent data issues and ensure trustworthy analytics.

• Free Trial

iceDQ is an AI-powered data reliability platform that automates data testing, monitoring, and observability for enterprises, ensuring quality throughout the data development lifecycle.

• Free Trial

DQLabs provides an AI-driven platform combining data observability, quality, discovery, and remediation to help organizations deliver reliable and accurate data for improved business outcomes.

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digna is an AI-powered data quality and observability platform that automatically detects anomalies, monitors data arrival, validates records, and tracks schema changes to ensure reliable business insights.

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SYNQ is an AI-powered data quality and observability platform that combines testing, monitoring, incident management, and issue resolution to ensure reliable data products.

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Decube is a unified data trust platform providing data observability, discovery, and governance, utilizing AI to ensure data quality and reliability for modern data stacks.

• Freemium

Acceldata provides a unified data observability platform to ensure data quality, prevent failures, and control costs for hybrid and multi-cloud data stacks. It helps businesses build a strong AI foundation with high-quality, reliable data.

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Evidently AI is a comprehensive AI observability platform that helps teams evaluate, test, and monitor LLM and ML models in production, offering data drift detection, quality assessment, and performance monitoring capabilities.

• Freemium
• From 50$

Censius is an AI observability platform that provides automated monitoring, proactive troubleshooting, and model explainability tools to help organizations build and maintain reliable machine learning models throughout their lifecycle.

• Free Trial

Mona provides a Model Performance Insights Platform™ for proactive monitoring of AI, ML, and other data-driven systems in high-stakes environments.

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Orchestra provides an enterprise-grade platform for building, monitoring, and managing AI and data workflows, focusing on orchestration, observability, and data quality across major cloud environments.

• Freemium
• From 600$

Trackingplan provides automated observability for digital analytics, ensuring real-time data quality and error detection for marketing, analytics, and product teams.

• Freemium
• From 249$

Defined.ai is a leading marketplace for ethical AI training data, offering extensive datasets across speech, NLP, healthcare, and computer vision domains. Founded in 2015, it provides both off-the-shelf and customizable datasets for AI development.

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BiG EVAL is an AI-powered data reliability platform that automates validation and monitoring of enterprise data quality, providing automated testing for data development projects with massive scaling capabilities.

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Collibra provides a powerful platform for unified governance, cataloging, and quality management of data and AI use cases. Its solution enables organizations to ensure data transparency, compliance, and trust across business and technical teams.

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Ataccama is an AI-powered enterprise data management platform that provides unified solutions for data quality, cataloging, lineage, observability, reference data, and master data management to ensure trusted data for AI and business decisions.

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Arize is a comprehensive platform designed to accelerate the development and improve the production of AI applications and agents.

• Freemium
• From 50$