Data Quality

Ataccama ONE automates data quality management. Just connect your source.

Data quality without the extra work—leverage AI for instant results.

Smart & fast data quality management, with a friendly user experience.

Works without rules

Anomaly detection

Automatically spot potential issues in your data on the fly.

Rule definitions ready?

Automated DQ rules

Our self-learning engine detects data domains and business terms, and assigns data quality rules automatically from a rule library.

Continuous data quality

Automatically detect changes and improve quality over time. Take action if needed.

Quality throughout

Data quality is applied everywhere, from data lineage to business domains, MDM, and more.

Customize as needed

Modify rules in a user-friendly interface with sentence-like conditions or with our rich expression language.

Super fast data quality

Get started quickly and process any volume of data fast, on prem or in the cloud.

And much more

Self-learning

Explainable AI

Whitebox approach

🤖

Outlier detection

Data patterns

Duplicate detection

🧹

Standardization rules

Expressions

📐

Issue resolution

Change notifications

Built for all data people

Ataccama ONE is built for fast analytical teams, highly regulated governance teams, and technical data teams alike.

Manage data quality rules

Identify data quality problems in source systems

Resolve data quality issues

Monitor data quality

Get an overview of data quality at any time

Base your business decisions on accurate, comprehensive reports

Ensure compliance with regulatory requirements

Easily access, transform, and use enterprise data

Easily evaluate any data set in a self-service way

Find related data with lineage and detect relationships with Al

Easily connect to a variety of data sources and catalog your data

Implement complex, reusable data quality rules without coding

Flexibly create custom data transformations

Business users can do their job better & faster when they trust the data in their organization, see how it’s used, and if the quality improves over time.

A Leader in the 2022 Gartner Magic Quadrant^® for Data Quality Solutions™

Download your complimentary copy and see what sets Ataccama apart.

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Gartner Magic Quadrant for Data Quality Solutions

Everything you need to ensure data quality

Data quality evaluation, monitoring & reporting

Easily evaluate and start monitoring data quality in your systems directly from the data catalog. See all data quality controls, trends, and anomalies in one place.

Data quality firewall

Prevent bad data from entering your systems. Publish any DQ pipeline as a web service and use it from your own application to validate, cleanse, or enrich data with user input.

Quality on entry

APIs

SOAP

REST

Data preparation

Easily join and transform data with interactive visual transformations, modify data on the fly, and publish validated data for the rest of your company.

Zero coding

Interactive transformations

Data quality throughout and on every level

Automatically detect domains and business terms, and apply data quality rules consistently across the company. Report aggregated quality statistics and use data quality information for MDM, RDM, data catalog, data lineage, and more.

De-duplication

Identify duplicate records representing the same real-world entity (customers, patients, products, locations, or others) with matching rules. Advanced de-duplication with better transaction management, data persistence and AI-based algorithms is available in our MDM solution.

Deterministic matching

Fuzzy matching

Edit distance

Phonetic algorithms

Data standardization & cleansing

Standardize, cleanse, validate, enrich, and match data as your applications need. Easily move from configuration to testing and deployment. Integrate data quality with existing ETL and CI/CD pipelines.

External data enrichment & validation

Plug in modules to connect to 3rd party, industry standard data enrichment & validation services.

Loqate

Dun & Bradstreet

Uniserv

Bureau van Dijk

Call any external API or even scrape web pages.

Anomaly detection

Detect irregularities in data loads, including data volume changes, outliers, and changes in data characteristics. Get notified and understand what’s happening. See improvements over time as the solution learns from user input.

Issue tracking & resolution

Identify, track, resolve, and prevent data quality issues automatically. Data stewards can correct errors, eliminate duplicates, and match & merge records.

Data masking

Consistently mask data, create data for test environments, and transfer anonymized data to the cloud. Our smart engine preserves data quality and characteristics of PII.

“Take a data quality product and implement it in such a quick turnout time, it’s actually quite great.”

Femi Akintobi

Data Quality & Engineering Product Director, GSK

Robust under the hood

High performance processing engine

Works on billions of records, can handle millions of API calls from frontend applications without compromising performance.

Flexible integration

Files, NoSQL, data lakes, batch, streaming, messaging, APIs, web services, REST, synchronous and asynchronous, on prem, or in the cloud? No problem.

Powerful orchestration

Set up and schedule flexible data processing pipelines with a variety of conditions and follow-up steps. Then integrate them into existing ETL or CI/CD pipelines.

Multi-environment deployment

Ataccama ONE configuration is separate from the processing engine and the deployment environment. Reuse configurations and save time testing and deploying your solution on different environments.