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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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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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$

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

• Freemium
• From 50$