Stop data incidents before they hit production
Soda catches, explains, and resolves data quality issues the moment they appear.
Book a demoTrusted by leading data teams worldwide
Features
Detection to resolution
All automated with AI
We meet users where they are. Engineers run it as code. Business runs it in an interface. One shared workflow. Powered by AI.
jjBusiness and Engineers in one workflow
Unite business and engineering with collaborative, AI-powered data contracts.
Fix bad data at source
Automatically isolate, manage, and fix bad data. At the source, in your environment.
Best AI for data quality
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.
Introducing Soda 4.0
Unite Business, Engineering and Governance. Automate with AI. Lock trust at the source.
Soda AI
Advanced AI for data quality faster and accurate
Metrics Monitoring — Our algorithms beat Facebook Prophet with 70% fewer false positives and scale to 1B rows in just 64 seconds.
AI Automations — From writing checks in plain English to an AI co-pilot that creates full data contracts with one click.
Record-Level Anomaly Detection — Detect anomalies at the row level with high precision.
Real AI. Peer-reviewed research. — Published in NeurIPS, JAIR and ACML.
Book a demoData Observability
Monitor Thousands of Tables In Seconds
Interactive visualizations — Oversee your organization's entire data, or drill down to a single anomaly.
Smart thresholds — Leverage intelligent and adaptive thresholds, or define your own for precise results.
Improve AI with feedback — Flag results as expected or anomalous. Each piece of feedback helps the algorithm learn.
Start Today Look One Year Back — Built-in backfilling and backtesting reveals patterns and trends instantly.
Book a demoData Contracts
Business & Engineering in a Shared Workflow
Collaborative Workflows — Engineers work in Git. Business users in the UI. Every change is versioned.
Governance by Design — Easily publish or propose contracts, with complete auditability built in.
AI-powered Data Contracts — Automatically generate or refine contracts designed for both technical and business users.
Quality at Scale — Enforce standards across every data product with automated quality checks.
Book a demoRoot Cause Analytics
Isolate, manage and fix bad data. In your environment
Diagnostics Warehouse — All failed records are automatically stored in your data warehouse of choice.
Complete Traceability — Every log and anomaly is captured for transparent auditing and faster resolution.
Security by Design — Data stays in your cloud: secure, compliant, and fully under your control.
Book a demoCase Studies
Trusted by the world's leading enterprises
Real stories from companies using Soda to keep their data reliable, accurate, and ready for action.
"At the end of the day, we don't want to be in there managing the checks. We just want to observe what's happening, and that's what Soda is enabling right now."
Sid Srivastava — Director of Data Governance
"Investing in data quality is key for cross-functional teams to make accurate, complete decisions with fewer risks and greater returns."
Mario Konschake — Director of Product-Data Platform
"Soda has integrated seamlessly into our technology stack and given us the confidence to find, analyze, and resolve data issues through self-serve capability."
Sutaraj Dutta — Data Engineering Manager
"Our goal was to deliver high-quality datasets in near real-time. We wanted to spark a cultural shift empowering the organization to make decisions grounded in accurate, timely data."
Gu Xie — Head of Data Engineering
Integrations
Works with the tools your team already uses
Connect Soda to your data stack in minutes — no heavy setup, no migration, just smooth integration.
Book a demo