AI for data quality
Faster and more accurate
We don’t bolt AI on top. We’ve built the most advanced AI for data quality, faster, more accurate, and battle-tested at scale.
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Detection to resolution
All automated with AI
From AI-generated data contracts to human-in-the-loop feedback and automated anomaly detection, Soda helps teams find, understand and fix data quality issues at scale. Securely in your cloud.
Automatically detect anomalies in data and metadata metrics
Soda AI makes metrics monitoring fast, simple, and precise.
Powered by proprietary algorithms that outperform Facebook Prophet, it adapts as your data changes, delivers 70% fewer false positives, and scales to 1B rows in just 64 seconds.
Detect record-level anomalies instantly
Soda AI’s proprietary Record-Level Anomaly Detection (RAD) gives you instant, broad coverage across every column, row, and segment — without defining a single check.
It builds a deep understanding of what “normal” looks like, flags unusual records with high precision, and alerts the right person automatically.
AI that writes checks and contracts with you
Ask in plain English to create or refine Data Contracts, and let the Contracts Copilot generate ready-to-deploy versions in seconds.
Enjoy faster setup, consistent standards, and automation that removes the repetitive work across your data stack.
Even inside the UI, the Copilot updates and completes your contracts for you. No extra clicks needed.
Research-driven AI data quality
Our research has been published in leading peer-reviewed journals and conferences, including NeurIPs, JAIR and ACML. The same venues that have advanced the foundations of GPT and modern AI.
