Ataccama Reviews, Ratings & Features 2026 | Gartner Peer Insights

Master data management (MDM) is a technology-enabled business discipline that enables business and IT to collaborate on the uniformity, accuracy and semantic consistency of an enterprise’s shared master data assets. Organizations buy MDM solutions to enable their MDM strategy, which is critical for data, analytics and AI strategies. These typically manage multiple data domains (e.g., customer, product, supplier, location), served by a combination of analytical and operational use cases, utilizing one or more implementation styles as per the organization’s needs and data ecosystems.

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Master Data Management Solutions

Ataccama ONE MDM

Ataccama

MAINTENANCE DISPATCHER

It's been a solid experience. The platform helps keep data consistent and clean across different systems.

1B - 3B USD

30B + USD

3B - 10B USD

<50M USD

500M - 1B USD

250M - 500M USD

50M - 250M USD

10B - 30B USD

Gov't/PS/ED <5,000 Employees

Gov't/PS/ED 5,000 - 50,000 Employees

Gov't/PS/ED 50,000 + Employees

Data Architect

Good product, many features but complicated installation and usage.

Senior Business Analyst

We implemented the MDM for a healthcare client consolidating the data from different entities like hospitals, providers, clinics, pharmacies, patients' data, reference data from various standard & nonstandard sources. Entity resolution and ML features to work with messy data by applying fuzzy logic and algorithms are used for critical operations and historical data (usually manually entered and with a high degree of inaccuracy). We are able to clean a lot of such records using regression/logistic regression/clustering & classification. Since this links patient, hospital, doctor & nurses, it is highly critical and any inaccuracy needs to be alerted and manually reviewed adding human in loop component.  

Salesforce (Informatica)

Oracle

TIBCO

Microsoft

Other...

Qlik (Talend)

Profisee

Semarchy

Boomi

Riversand--

Stibo Systems

Pitney Bowes

Software AG

Reltio

OpenText

Tamr

Contentserv

Unidata

Tibco (IBI)

Tibco (Orchestra Networks)

Precisely

Teradata

Civica

Pimcore

CluedIn

Ataccama enables organizations to maximize the transformative potential of data and AI with Ataccama ONE, a unified, AI-powered data management platform for automated data quality, data governance, and master data management across cloud and hybrid environments. With more than 450 customers around the globe, we enable business and data teams to collaborate on creating high-quality, reusable data products and massively scale data-driven innovation while maintaining data accuracy, control, and governance.

Ataccama Corporation is an international software company that prides itself in delivering cutting-edge technology used for data quality, master data management, data governance, and big data. Leading financial, commercial, and government organizations choose Ataccama technologies for their proven ability to execute and deliver real business benefits.

Reviews

Ratings Overview

Overall experience with

Favorable Review

Healthcare MDM Consolidates Data from Multiple Sources Using Advanced ML Techniques

Critical Review

Powerful but complicated

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