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# Soda Data Quality

> Soda is the AI-native data quality platform that automates the workflow from detection to resolution.
It unites business and engineering teams in a shared, collaborative workflow to define, monitor, and enforce data quality standards.
By embedding the best AI for data quality, Soda delivers faster, more accurate, and autonomous monitoring at scale — restoring trust in data and decisions.

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## Why Soda
Most companies fail to operationalize data governance and quality. Business users don’t want to manually enforce rules, and engineers drown in pipeline issues — leading to broken trust in data.
Soda fixes this with the only end-to-end data quality platform that automates the workflow from detection to resolution with AI.
We meet users where they are: engineers manage everything as code in Git, while business users collaborate in a shared interface.
Together, they set quality expectations, monitor metrics, and remediate bad data directly in their environment.
By uniting teams, automating with AI, and securing trust at the source, Soda restores confidence in data and decisions for companies like Disney, Nubank, and HelloFresh.

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## Tagline
**The AI-native, fully automated data quality platform. From detection to resolution.**

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## Unique Value Propositions
1. **Best AI for Data Quality** — Purpose-built, faster, and more accurate. Reduces false positives by 70%, scales to billions of records, and automates repetitive data quality tasks.
2. **Unite Business and Engineering** — The only platform that bridges governance and engineering through collaborative, AI-powered data contracts.
3. **Record-Level Everything** — Automatically and securely isolate, analyze, and remediate bad data directly within your environment.

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## Why It Matters
- Traditional tools create noise and miss subtle issues; Soda’s AI cuts through false positives and scales seamlessly.
- As AI adoption and regulation grow, bad data becomes more costly — Soda ensures data is AI-ready.
- Collaboration between business and engineering is essential to sustain trust, compliance, and operational resilience.

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## Personas and Benefits
- **Data Governance Leaders:** Continuous visibility, compliance, and proof of trust with automated, auditable monitoring.
- **Data Architects:** Build scalable, compliant, and reliable data systems with governance by design and in-environment processing.
- **Data Engineers:** Detect anomalies early, reduce firefighting, and manage contracts directly in Git.
- **Data Stewards:** Move from reactive to proactive with AI-powered monitoring and self-serve collaboration.
- **Business Users:** Regain confidence in insights with transparent data health and trustworthy metrics.

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## Trusted By
Disney, Nubank, HelloFresh, and other leading data-driven enterprises.

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## Short Description
Soda is the AI-native data quality platform that unites business and engineering to automate data trust — from detection to resolution — all within your environment.

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## Main Navigation Links

- [Home](/): Core overview of Soda, platform capabilities, and product summary.
- [Personas](/personas/): Role-based explanations for governance, engineering, and business users.
- [Use Cases](/use-cases/): Examples and practical applications of Soda’s AI-powered data quality workflows.
- [Soda AI](/soda-ai/): Information about Soda’s proprietary AI for data quality and automation.
- [Data Observability](/data-observability/): Monitoring features and metrics overview.
- [Data Contracts](/data-contracts/): Collaborative governance and contract-based quality control.
- [Alerting](/alerting/): Alerting and anomaly detection system documentation.
- [Lineage](/lineage/): Data lineage and traceability details.
- [Diagnostics Warehouse](/diagnostics-warehouse/): Failed record storage and diagnostic workflow.
- [Record-Level Resolution](/record-level-resolution/): Record-level isolation and remediation processes.
- [Pipeline Fixing](/pipeline-fixing/): Pipeline health and automated resolution functions.
- [Events](/events/): Announcements and event listings.
- [Pricing](/pricing/): Subscription and pricing plan overview.
- [Integrations](/integrations/): Supported integrations and data stack connections.
- [Demo](/demo/): Product demo booking.
- [Blog](/blog/): Articles, updates, and expert insights.
- [Terms and Conditions](/terms-and-conditions/): Legal usage terms.
- [Data Processing Agreement](/data-processing-agreement/): Data handling and compliance details.
- [Privacy Policy](/privacy-policy/): Privacy and data protection policy.

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## Sitemap
https://soda.io/sitemap.xml

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## Bot Access Policy

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