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John Smith
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Data Scientist, USA
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Cloud-Ready Data
Digital Transformation
Data Governance

Collibra Data Quality & Observability

Catch bad data before it catches you


Modern stacks are complicated, making it hard to keep track of data quality. But there’s a solution. Collibra Data Quality & Observability monitors data quality and data pipeline reliability to help you rapidly remediate anomalies.


How it works

Run Collibra Data Quality & Observability on any cloud and connect to more than 40 databases and file systems. Scan data where it resides via pushdown or pull-up processing.


ML-generated AdaptiveRules

For years data managers have painfully coded data quality rules by hand, only to find out that the rules they put in place are old, incorrect or didn't trigger when they needed them the most. With our AdaptiveRules you can instantly connect to any data source and generate thousands of monitoring controls in minutes. Instantly detect breaking trends so you can stop sending bad data downstream.

Data discovery and enforcement

Access an out-of-the-box repository of industry-specific, auto-validation rules. Automatically discover sensitive data, enforce quality and take action on broken records.

Custom data quality rules

Write your own custom rules with an intuitive, built-in SQL editor. Avoid proprietary programming language lock-in and rule rewrites as data moves across systems. Stop re-writing the same rules over and over and use our rule templates to build rules that can be re-used and shared across many business units.

Data pipeline monitoring

Never make a business decision on stale data. See inside data pipelines to reveal blindspots in your data operations. Distinguish one-off incidents from system-wide hiccups. View data health by business unit and data source.

ML-generated adaptive rules

Connect to any data source and generate thousands of monitoring controls in minutes. Instantly detect breaking trends so you can stop sending bad data downstream.

Data discovery and enforcement

Access an out-of-the-box repository of industry-specific, auto-validation rules. Automatically discover sensitive data, enforce quality and take action on broken records.

Custom data quality rules

Write your own custom rules with an intuitive, built-in SQL editor. Stop re-writing the same rules over and over and use our rule templates to build rules that can be re-used and shared across many business units.

Data pipeline monitoring

See inside data pipelines to reveal blind spots in your data operations. Distinguish one-off incidents from system-wide hiccups. View data health by business unit and data source.

Reliable and trusted data across the organization

Access is everything

What’s the point of data if you can’t get your hands on (or mind around) it? By streamlining processes, simplifying quality and governance, and making sense of how data is organized, your data isn’t only easier to access, it’s easier to maintain compliance. Collibra Data Quality & Observability makes your life easier by putting trust back into data across sources to more users.

Automate rule management

Reduce manual rule writing and errors by more than 50% with ML-generated, adaptive and explainable data quality rules.

Get end-to-end visibility into the quality of your data

Mitigate compliance risk by ensuring your data is timely identified, accurate, valid and complete.

Get full visibility into data quality reporting 

Democratize data quality for all technical and business users to proactively identify, assign and remediate data errors.

Everything comes down to data, and for you, it comes down to data reliability

You need automated workflows and streamlined data operations. You must trust your information, so you can provide trustworthy insights to decision makers. Collibra makes it possible to scale reliable data pipelines with a 50-70% reduction in manual rule writing.

Avoid downtime with proactive anomaly detection

Discover real-time breaking trends and prevent bad data from making its way downstream.

Get real-time visibility into the health of your data

Build reliability across datastores and business dashboards with comprehensive data quality checks every step of the way.

Deliver data pipeline observability in just one sprint

Leverage low-code, API-based integration to get up and running quickly with minimal pipeline changes.

Customer stories


Dive deeper

Analyst report

Collibra recognized as a Visionary in the 2022 Gartner® Magic Quadrant™ for Data Quality Solutions

Workbook

How to become a data quality expert

Workbook

How to implement a data quality and observability solution

Tool

Take the Data Intelligence Assessment to see how you stack up against your peers

Video (product demo)

Collibra Data Quality & Observability demo: out-of-the-box features

Video (product demo)

Collibra Data Quality & Observability demo: adaptive and custom rules

Video (product demo)

Collibra Data Quality & Observability demo: data discovery with rule enforcement

Video (product demo)

Collibra Data Quality & Observability demo: source to target verification


Start your data intelligence journey today

Tour Data Quality

Tour Data Quality

Test drive Collibra Data Quality & Observability through an interactive guided tour for 14 days at no cost.

Start a free trial

Start a free trial

Install Collibra Data Quality & Observability in your own environment and try it with your own data for 20 days at no cost.

Request a demo

Request a demo

Speak one-on-one with a Collibra expert and get a personalized demo of the Collibra Data Intelligence Cloud.