Trust Your Data.
Power Your AI.
DataRadar™ is the only Native App that combines enterprise data quality monitoring and cost optimization on a single platform—running entirely within Snowflake. Five dimensions. Zero data extraction. One platform, not two. Deploy in under 30 minutes.
The Data Problem Nobody’s Solving
AI projects fail because of data—not models, not talent. Yet the tools meant to help force an impossible choice: monitor quality or optimize costs. Extract data to external systems or accept blind spots. You shouldn’t have to choose. DataRadar™ minimizes human intervention in troubleshooting pipeline breakages—so your team focuses on building, not firefighting. ¹
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Only 12%
of AI projects reach production—data quality is the #1 cause¹
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$12.9M
average annual cost of poor data quality per organization²
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70%
of enterprises will adopt data observability by 2027—will you be ready?³
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Quality Vendors Ignore Costs
You get anomaly detection but no insight into Snowflake spend, leading to frequent budget surprises.
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Cost Vendors Ignore Quality
You see credit consumption data but don’t know whether it’s accurate, complete, or up to date.
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External Tools Create Risk
Extracting data to third‑party systems risks security, egress costs, and compliance.
Complete Visibility. One Platform.
DataRadar™ monitors five dimensions of data observability, giving you the complete picture that no other tool provides. And because it runs natively inside Snowflake, your data never leaves your environment.
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DATA
Monitor completeness, accuracy, consistency, and validity. ML‑powered anomaly detection catches issues before they corrupt AI models.
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PIPELINE
Track freshness, latency, volume, throughput, and lineage. Know exactly where your data comes from and when it was last updated.
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PERFORMANCE
Monitor uptime, query performance, and resource utilization. Prevent bottlenecks that delay AI training and inference.
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USAGE
Understand query patterns, user activity, and access frequency. Identify valuable datasets and compliance risks.
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COST
Track credit consumption, forecast contract run rate, cost per query, and waste. Stop the bleed before it kills your AI budget.
Why DataRadar™ Wins
One Platform. One Native App.
Stop stitching together point solutions. DataRadar™ covers data quality, pipeline health, performance, usage, and cost in a single platform. One vendor. One contract. One pane of glass.
Runs Inside Snowflake.
Your data remains exclusively within your environment. There is no data extraction, no egress costs, and no requirement for additional security reviews. DataRadar™ utilizes your existing RBAC, network policies, and audit logging mechanisms.
Deploy in 30 Minutes.
Install from the Snowflake Marketplace. No infrastructure to provision. No agents to deploy. No months-long implementation. Start monitoring production data the same day and save.
Pay With Existing Credits.
DataRadar™ qualifies for MCD eligibility. Utilize the Snowflake credits already allocated, eliminating the need for new vendor approval, additional budget line items, or procurement complications.
The 2026 Enterprise Data Observability Playbook
Nine trends are redefining how enterprises address data quality. Acquire these insights before your competitors.
- Nine Trends Reshaping Data Observability
- The DataRadar™ Observability Framework
- Comparative Analysis of Native Versus External Deployment
- Implementation Patterns Adopted by Market Leaders
- AI-Readiness Checklist for Your Data Infrastructure
Where Enterprise Data Matters Most
DataRadar™ runs inside your Snowflake account, which means it inherits the security, governance, and compliance posture your enterprise has already built. That matters everywhere, but it matters most in the industries where data mistakes carry the heaviest consequences and the largest enterprises operate under the closest scrutiny.
Financial Services
DORA enforcement is live. SR 26‑2 just superseded SR 11‑7. SOX auditors aren’t getting easier to satisfy. DataRadar™ gives enterprise FSI data leaders the audit trails, lineage, and model input quality scoring that examiners look for, all without moving a byte of regulated data outside your perimeter.
Insurance
Fifty states, fifty rulebooks. Legacy policy systems, modern claims platforms, third‑party data feeds, and now AI‑driven pricing models. DataRadar™ monitors the data that drives claims accuracy and underwriting profitability across enterprise carriers, with configurable rules that flex by state and line of business.
Healthcare
Most observability tools force enterprise health systems to pick between AI innovation and PHI safety. DataRadar™ doesn’t. Because it runs as a Snowflake Native App, no PHI is extracted, no new BAA is required, and no new attack surface gets added to your security team’s review list.
Life Sciences
21 CFR Part 11. ALCOA+. ICH E6(R3). cGMP. The regulatory bar in life sciences only goes up. DataRadar™ provides the audit logging, lineage, and validation documentation that enterprise GxP environments call for, designed to operate inside the validated Snowflake environment your team has already qualified.