Event Data Quality Toolkit

Collect clean customer data, so you can spend less time wrangling and more time helping your business drive revenue

Enforce quality at capture

Define your ideal state with shared data definitions and automatically flag violations on incoming data.

Manage violations in pipeline

Fix data issues in flight between collection and delivery--before they cause problems downstream.

Deliver activation-ready data

Help all your stakeholders drive better results with immediate access to clean customer data in the tools they use.

Powering innovation at any scale
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cars.com logo
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Glassdor logo
Vercel logo
replicate logo
bol. logo
warp logo
wealthfront logo
Assembly AI logo
Sanity CMS logo
WYZE logo
Cloudwalk logo
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N8N logo
Phantom logo
Moises logo
Magic Eden logo
VSCO logo
Lovable logo
cars.com logo
HEX logo
Glassdor logo
Vercel logo
replicate logo
bol. logo
warp logo
wealthfront logo
Assembly AI logo
Sanity CMS logo
WYZE logo
Cloudwalk logo
Prizepicks logo
N8N logo
Phantom logo
Moises logo
Magic Eden logo
VSCO logo

Enforce event data quality in pipeline

Our enterprise-grade tools solve data quality at the source, building trust so every team can drive results with clean customer data.

Data Catalog

Align every team around central event definitions

Centrally define and maintain up-to-date event definitions to enable company-wide alignment through an event catalog.

  • Import existing events to kickstart your catalog.

  • Manage your catalog programmatically via API.

Align every team around central event definitions

Tracking Plans

Proactively manage violations

Proactively monitor your event data to catch and manage bad data before it becomes a problem downstream.

  • Catch schema violations in real time.

  • Implement custom rules for every source and event type.

  • Drop events, propagate errors, and even re-route bad data.

Proactively manage violations

Transformations

Fix issues before they get downstream

Use templates or custom code to fix schemas, data types, event types, and more in real time between collection and delivery.

  • Clean, re-shape, and update schemas.

  • Deploy updates without opening dev tickets.

  • Customize fixes by source or destination.

  • Version-control changes.

Read the Transformations docs

Health Dashboard

Monitor your pipelines from end-to-end

Monitor all of your Event Stream and Reverse ETL pipelines from a central health dashboard with real-time observability.

  • Get end-to-end visibility across sources and destinations.

  • See metrics for ingestion, delivery, failures, and more.

  • Set up customizable alerts for Slack, MS Teams, email, webhook, and custom channels.

Monitor your pipelines from end-to-end
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Data quality is always a challenge. You have to make sure it's clean and usable by the business. With RudderStack, our data is always ready to be used. The integration is seamless, and we've never had any data quality issues. That's huge for us.

Hayden Ng

Head of Analytics at Magic Eden

Read the case study

72

Hours saved per month

Start delivering
business value faster

Implement RudderStack and start driving measurable business results in less than 90 days.