DATA OBSERVABILITY AND QUALITY
Industry's first Al Native platform where Data Observability, Data Quality, and context work as one system-turning trust from a manual, reactive process into autonomous operations governed by the enterprise.
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What is AI Native?
What is AI Native?
Many platforms are adding Al features: summarizing incidents, generating rules, or answering questions in chat. Helpful-but often bolted onto an operating model that hasn't changed. Alerts still arrive unprioritized. Ownership is still ambiguous. Remediation is still manual. Teams still spend time interpreting what the system already knows.
Prizm is built differently. It is Al native because Al is embedded in the core control plane-how context is gathered, how signals are interpreted, how priorities are set, and how action is orchestrated.
PRIZM's Autonomous Capabilities
Specialized
Role-Driven Agents
Dedicated AI agents for quality, observability, cataloging, and governance, collaborating to manage diverse data challenges.
Intelligent
Cataloging & Criticality
Automates data discovery and classification while enriching data with business context for better usability.
AI Assisted
Stewardship
Sorts actions into "Autonomous" (fully automated), "Human / AI Assisted" (partial automation), and "Action Needed" (manual).
Semantic
Intelligence
Identify meaningful connections between data entities across sources, add business context to technical data elements.
Alert Clustering
Analysis
Automate determine optimal order based on data lineage and dependencies, data rate changes and business criticality.
Automated
Profiling
Automated profiling frequency with continuous scan data to identify patterns, anomalies, and statistical properties autonomously.
Autonomous
Issue Resolution
Enables quick issue fixes with one-click remediation, tested safely in staging and overseen by humans when needed.
Interactive
Lineage Explorer
An animated, interactive graph for exploring schema, volume, and freshness changes while auto-tracing data flows and dependencies.
Business Impact
Visualizer
Maps data issues directly to business KPIs and visualizes their propagation for faster, precise remediation with resolution/fixes.
Industry Recognitions
DQLabs Included in The Forrester's Wave™: Data Quality Solutions, Q1 2026
Learn More About PRIZM
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Consult with a DQLabs specialist about your enterprise Data Observability & Quality needs as well as AI-readiness.
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