Data observability, quality, and context unified.
Qelvora is the AI-native platform that detects data anomalies in real time, scores quality with no-code rules, and keeps your data AI-ready and audit-ready.
One system. Three disciplines. Zero blind spots.
Qelvora unifies data observability, quality, and context in a single AI-native platform so your team always knows the state of your data.
Data Observability
Agentless coverage across every source. Detect freshness, schema, volume, and cost anomalies before they hit downstream.
Data Quality
No-code rule authoring with AI recommendations. Quality scoring at column, table, and business-domain level.
Enterprise Context
Automated discovery, classification, and tagging. Business glossary and semantic lineage built in.
ML Anomaly Detection
Self-learning thresholds and lineage-aware alerts that cut noise and surface real incidents.
Lineage & Impact Analysis
End-to-end column-level lineage so you know exactly what breaks and who's affected.
Seamless Integrations
Native connectors for Snowflake, Databricks, BigQuery, dbt, Airflow, Tableau, Power BI, and more.
What does AI-Native actually mean?
Most platforms bolt AI onto old workflows — alert summaries, chat assistants, auto-generated rules — while the operations underneath stay the same. Alerts still arrive unprioritized. Ownership is still ambiguous. Remediation is still manual.
Qelvora is different. AI is embedded in the core control plane itself: how context is gathered, how signals are interpreted, how priorities are set, and how action is orchestrated. The result is data trust that runs as an autonomous operation, governed by your enterprise.
- Signals interpreted in context, not in isolation
- Incidents prioritized by business impact
- Routine issues resolved autonomously
- Every action auditable and governed
Qelvora named a Visionary in the 2026 Meridian Research Quadrant™ for Augmented Data Quality
Recognized as a Visionary for the second consecutive year.
Analyst names and recognitions shown are illustrative placeholders.
Trusted data for every role, every decision
Lead with data your business can rely on
See the health of your most critical data on demand. Know what's reliable, what's risky, and where to focus attention first.
Learn moreRecognized across the industry
Analysts and users agree: Qelvora is setting the standard for autonomous data trust.
Recognitions shown are illustrative placeholders.
Seamlessly integrates with your modern data stack
Agentless connectors deploy in minutes. No code changes, no pipeline rewrites.
Customer success stories
Trusted by data leaders
See what data leaders are saying about their experience with Qelvora.
"We cut data incident response time by 60%. Qelvora surfaces real anomalies with almost zero false positives. Our on-call rotation has never been quieter."
"Our dashboards are finally trustworthy. Qelvora gives every stakeholder a quality score they can see, and it drove a measurable increase in self-serve adoption."
"Time-to-value was exceptional. We had full observability across our Snowflake environment within a day. No agents, no custom scripts."
Integrates natively with the tools your team already uses
Explore our resources
Guides, videos, and insights on building trusted, AI-ready data.
What is Data Observability? The Complete Guide
Everything you need to know about monitoring data health across your stack.
Read moreThe 6 Dimensions of Data Quality
Accuracy, completeness, consistency, timeliness, validity, and uniqueness explained.
Read moreThe Data Leader's Guide to AI-Ready Data
Why context is the missing layer between your data and your AI initiatives.
Read moreGoverning Data in the Age of Autonomous AI
How leading enterprises keep AI agents operating on trusted data.
RegisterData Observability ROI Calculator
Quantify what bad data costs your organization every quarter.
Try itSee Qelvora in action
Join 500+ data teams who rely on Qelvora to detect anomalies, score quality, and keep their data trustworthy.