Ataccama ONE Platform vs IBM QualityStage comparison

Ataccama and IBM are both solutions in the Data Quality category. Ataccama is ranked #4 with an average rating of 8.0, while IBM is ranked #19. Ataccama holds a 8.3% mindshare in DQ, compared to IBM’s 0.8% mindshare. Additionally, 100% of Ataccama users are willing to recommend the solution, compared to 100% of IBM users who would recommend it.

Ataccama ONE Platform

Read 6 Ataccama ONE Platform reviews

1,989 Views
597 Comparison Views

100% willing to recommend

IBM QualityStage

Read 4 IBM QualityStage reviews

141 Views
141 Comparison Views

100% willing to recommend

Ataccama ONE Platform

IBM QualityStage

Comparison Buyer's Guide

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Executive SummaryUpdated on Jan 6, 2025

IBM QualityStage and Ataccama ONE Platform compete, aiming to deliver high-quality data management solutions. Ataccama ONE Platform seems to have the upper hand due to its modern approach and technological innovations.

Features: IBM QualityStage offers robust data integration, cleansing, and transformation tools, focusing on standardizing and matching data to enhance accuracy. Ataccama ONE Platform provides an all-in-one solution with embedded AI capabilities for profiling, cataloging, and managing data, allowing real-time collaboration and agile data processing.

Room for Improvement: IBM QualityStage could improve by enhancing its automation capabilities, reducing complexity in deployment, and increasing its AI-driven feature set. Ataccama ONE Platform might benefit from better mainframe integration, expanding documentation resources, and enhancing ETL functionalities to support diverse environments.

Ease of Deployment and Customer Service: IBM QualityStage's deployment is known for its scalability and robustness but can be complex, requiring specialist knowledge. Ataccama ONE Platform offers simpler deployment processes, integrating easily with existing workflows. Customer service for both is reliable, though Ataccama is often praised for greater responsiveness.

Pricing and ROI: IBM QualityStage typically involves higher setup costs due to extensive integration and customization options, yet it provides excellent long-term ROI. Ataccama ONE Platform offers competitive pricing with lower initial setup costs, delivering swift ROI through efficient deployment and reduced operational overhead.

To learn more, read our detailed Ataccama ONE Platform vs. IBM QualityStage Report (Updated: July 2025).

Buyer's Guide

Ataccama ONE Platform vs. IBM QualityStage

July 2025

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Review summaries and opinions

We asked business professionals to review the solutions they use. Here are some excerpts of what they said:

Categories and Ranking

Ataccama ONE Platform

Ranking in Data Quality

4th

Average Rating

8.0

Reviews Sentiment

7.1

Number of Reviews

Ranking in other categories

Master Data Management (MDM) Software (4th), Data Governance (11th)

IBM QualityStage

Ranking in Data Quality

19th

Average Rating

9.0

Reviews Sentiment

7.2

Number of Reviews

Ranking in other categories

No ranking in other categories

Mindshare comparison

As of July 2025, in the Data Quality category, the mindshare of Ataccama ONE Platform is 8.3%, up from 3.1% compared to the previous year. The mindshare of IBM QualityStage is 0.8%, down from 1.3% compared to the previous year. It is calculated based on PeerSpot user engagement data.

Data Quality

Featured Reviews

JohnZacharkan

Senior Architect at SourcEdge

Enhanced data quality with machine learning support in diverse environments

We used Ataccama ONE to read data from the mainframe for a data quality perspective. There's a significant lack in that area with tools being able to interface with mainframe. MetLife has a diverse environment, including DB2, Oracle, SQL Server, legacy, and vSAN files. Being able to work in these various environments and put them to a single data quality tool was very appealing. Additionally, Ataccama supported AI and machine learning, which was one of the features I liked. Furthermore, we were able to interface bidirectionally with Collibra for data governance, catching data quality issues before propagating through the system.

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it_user154311

BI Technical Arquitect with 1,001-5,000 employees

If you install everything on the same box, the installation process is easy.

Data Profiling and Data Cleansing features I work for a company which provides solutions to the customers using this software Predefined rules implementation depending on the industry 4 years The installation process will depend on the solution topology from the infrastructure point of view.…

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Top Industries

By visitors reading reviews

Financial Services Firm

13%

Computer Software Company

11%

Manufacturing Company

Insurance Company

No data available

Company Size

By reviewers

Large Enterprise

Midsize Enterprise

Small Business

No data available

Questions from the Community

What do you like most about Ataccama ONE Platform?

The notable aspect lies in the workflow structure, where building the workflow aligns significantly with data governance.

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What needs improvement with Ataccama ONE Platform?

The interfacing to tools such as Collibra was somewhat cumbersome and required more thought. While it was possible to configure these interfaces, they required some coding. It would be beneficial i...

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What is your primary use case for Ataccama ONE Platform?

Some of the use cases for Ataccama ONE included data quality, identifying and mapping to Collibra, which was their data governance tool. It was critical for them to interface directly with that too...

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Comparisons

Microsoft Purview Data Governance vs Ataccama ONE Platform

Compared 22% of the time

Informatica Intelligent Data Management Cloud (IDMC) vs Ataccama ONE Platform

Compared 19% of the time

Collibra Governance vs Ataccama ONE Platform

Compared 17% of the time

Profisee vs Ataccama ONE Platform

Compared 7% of the time

Alation Data Catalog vs Ataccama ONE Platform

Compared 6% of the time

More Ataccama ONE Platform Competitors

No data available

Product Reports

Buyer's Guide

Ataccama ONE Platform

July 2025

Download Ataccama ONE Platform product report

Buyer's Guide

Data Quality

June 2025

Download IBM QualityStage product report

Also Known As

No data available

QualityStage

Overview

Ataccama ONE Platform is a comprehensive data management and governance solution designed to address the challenges faced by organizations in managing and leveraging their data assets. Its primary use case is to enable organizations to gain control over their data, improve data quality, and ensure compliance with data regulations.

The most valuable functionality of Ataccama ONE includes data profiling, data quality management, data integration, master data management, and metadata management. These features allow organizations to understand the quality and structure of their data, integrate data from various sources, create a single view of their master data, and manage metadata to ensure data lineage and governance.

By leveraging Ataccama ONE, organizations can achieve several benefits. Firstly, it helps in improving data quality by identifying and resolving data issues, ensuring accurate and reliable data for decision-making. Secondly, it enables organizations to streamline data integration processes, reducing the time and effort required for data integration projects. Thirdly, it facilitates effective master data management, enabling organizations to have a consistent and accurate view of their critical data entities. Lastly, it helps organizations in complying with data regulations by providing data lineage, data privacy, and data governance capabilities.

Ataccama

IBM QualityStage is a foundational component for your data quality and information governance initiatives. It helps you create and maintain consistent views of key entities including customers, vendors, locations and products. This lets you investigate, cleanse and manage your data.

IBM

Sample Customers

Société Générale, First Data, Raiffeisenbank International, T-Mobile, Avast, RSA, Toronto Public Library

PRO BTP, Gachon University Gil Hospital, Sicoob, NICE Systems, Integra LifeSciences Corp.

Buyer's Guide

Ataccama ONE Platform vs. IBM QualityStage

July 2025

Free Report: Ataccama ONE Platform vs. IBM QualityStage

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