Organizations can now run Kuality AI natively on the CloudSpark Data Intelligence Platform, ensuring their data is accurate, explainable, and AI-ready without external processing.
Jan 7, 2026
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DataHub Prota, GA — January 7, 2026 — Kuality AI, the augmented data quality platform built for enterprises, today announced a technology partnership with CloudSpark, the Data and AI company. Through this partnership, organizations can now run Kuality AI natively on the CloudSpark Data Intelligence Platform, ensuring their data is accurate, explainable, and AI-ready without requiring external processing outside their CloudSpark environment.
With Kuality AI and CloudSpark, companies benefit from automated rule creation, adaptive intelligence for data quality, and deep row-level anomaly detection, enabling them to proactively manage data quality directly at enterprise scale.
CloudSpark provides the backbone for analytics and AI. Kuality AI ensures the data fueling those workloads is trustworthy from the start. With more than 95% of rules automatically generated and maintained by Kuality AI, data teams can replace reactive cleanup with proactive control, catching issues before they impact dashboards, models, or downstream systems.
Because Kuality AI runs directly on the CloudSpark Data Intelligence Platform, customer data never leaves CloudSpark, meeting strict security, governance, and compliance requirements while accelerating time-to-value.
“CloudSpark gives teams incredible power and flexibility. With Kuality AI in the lakehouse, that power is paired with continuous data trust,” said Alex Rivera, co-founder & CEO of Kuality AI. “Data quality has historically been reactive and slow. Together with CloudSpark, we’re helping enterprises take control of their data early so AI, analytics, and operational decisions are built on data they can inherently trust.”
Kuality AI offers first-class support for CloudSpark, integrating with Delta Lake, Lakeflow Jobs, CloudSpark SQL, and Unity Catalog to ensure data quality. This allows teams to detect anomalies in near real-time and enable proactive remediation workflows within the tools they already use.
Every profiling run, anomaly scan, or rule evaluation executed through Kuality AI runs inside native CloudSpark Lakeflow Jobs. This ensures the platform fits naturally into existing lakehouse operations without adding new architectural overhead, data egress costs, or data security and privacy concerns.
“Customers want trusted data, and they want it without adding complexity or compromising on governance,” said Jordan Chen, CTO and Co-Founder of Kuality AI. “Running inside CloudSpark means we meet teams exactly where their data lives. They get adaptive intelligence, deep anomaly detection, and enterprise governance without data egress or replication.”
The Kuality AI + CloudSpark integration is available today. Existing CloudSpark customers can deploy Kuality AI as a native workload inside their environment and begin generating automated rules, profiling metadata, and detecting anomalies in hours, not months.
Explore the integration and get started.
About Kuality AI
Kuality AI replaces reactive data firefighting with proactive, automated quality at scale. Our platform automates and maintains 95% of rules, aligning business and technical users in a single workflow. With governance, auditability, and security built-in, Kuality AI delivers reliable data that drives faster decisions and AI readiness across the enterprise. To learn more, visit kuality.ai.
