Cloudera Data Platform vs Profisee comparison

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Cloudera Data Platform

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Executive SummaryUpdated on Jan 18, 2026

Profisee and Cloudera Data Platform compete in the data management and analytics sector. Cloudera tends to have the upper hand due to its feature-rich offerings that justify its higher price, appealing significantly to tech buyers.

Features: Profisee specializes in master data management, with strengths in governance, integration, and data quality. Cloudera Data Platform supports comprehensive data analytics, machine learning, AI tools, and provides distributed data storage with Hadoop and Spark, offering advanced analytics capabilities. Profisee focuses on data integrity while Cloudera targets analytics.

Room for Improvement: Profisee could enhance advanced analytics and improve machine learning capabilities. Its integration with non-SQL ecosystems could be more robust. Further, broadening data visualization tools would add value. Cloudera Data Platform could streamline its complex deployment, optimize initial setup times, and lower initial costs to make their platform more accessible to smaller businesses. Improving documentation and user support could enhance user experience.

Ease of Deployment and Customer Service: Profisee offers a straightforward and flexible cloud-based deployment that facilitates quick integration and setup. Cloudera Data Platform, although robust, presents a more complex installation process, balanced by extensive resources and support. Profisee emphasizes simplicity, whereas Cloudera offers detailed support for intricate solutions.

Pricing and ROI: Profisee's pricing model is affordable with lower initial setup costs, yielding efficient ROI. Cloudera Data Platform requires higher upfront investment, justified by its vast feature set and tools, promising a higher long-term ROI for those seeking advanced analytics. Profisee's affordability contrasts with Cloudera's comprehensive offerings, reflecting their respective pricing strategies.

To learn more, read our detailed Cloudera Data Platform vs. Profisee Report (Updated: September 2026).

Cloudera Data Platform vs. Profisee

September 2026

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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

Cloudera Data Platform

Ranking in Cloud Master Data Management (MDM)

6th

Average Rating

7.6

Reviews Sentiment

5.5

Number of Reviews

Ranking in other categories

Data Management Platforms (DMP) (5th), AI Data Analysis (4th)

Profisee

Ranking in Cloud Master Data Management (MDM)

9th

Average Rating

8.0

Reviews Sentiment

8.4

Number of Reviews

Ranking in other categories

No ranking in other categories

Mindshare comparison

As of November 2026, in the Cloud Master Data Management (MDM) category, the mindshare of Cloudera Data Platform is 4.2%, up from 1.2% compared to the previous year. The mindshare of Profisee is 6.1%, down from 6.9% compared to the previous year. It is calculated based on PeerSpot user engagement data.

Cloud Master Data Management (MDM) Mindshare Distribution
Product	Mindshare (%)
Cloudera Data Platform	4.2%
Profisee	6.1%
Other	89.7%

Cloud Master Data Management (MDM)

Featured Reviews

reviewer2776239

Data engineer at a tech vendor with 10,001+ employees

Uses handwritten notes and voice files to perform text analytics and gain real-time insights

Cloudera Data Platform can be improved in several areas. I recently attended their roadmap session. Whatever limitations they have identified involve moving data from on-premises to cloud as a single-pane view and better lineage. They have done some recent acquisitions as well to overcome their product limitations. They are on the right track by doing this analysis themselves, identifying what the weaknesses are, and then using mergers or acquisitions to overcome them. I would like to add that, beyond the platform itself, they should provide more training to systems integrators so that they can have a more ready workforce to use Cloudera Data Platform.

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reviewer2382861

Data and BI Architect Lead at a financial services firm with 10,001+ employees

Has an adaptive approach, a friendly UI, and good integration capabilities

The Profisee user interface has positively impacted our data management. As a data architect and enterprise developer, I have seen that it is convenient for the data storage team to complete their work. The interface is visually clear and easy to understand, streamlining the entire process. Profisee's scalability and integration capabilities with other systems are highly effective, particularly within an Azure-centric environment. Its seamless integration with Azure services like Purview enables comprehensive data lifecycle management, including data lineage and management. Implementing Profisee has potentially made our time to market for new products and services more efficient. Qualifying master data and making it available downstream for data consumption seems smoother now. As a bank, our response to data availability might differ from other industries like advertising. Overall, I see positive impacts from using Profisee. I would recommend Profisee to others, but it depends on various factors such as how well it fits with their business domain, cost considerations, and resource availability. If they have centralized their data in Azure, Profisee is a no-brainer for data management. Overall, I would rate Profisee as an eight out of ten.

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Quotes from Members

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

Pros

"Cloudera Data Platform (CDP) has helped our organization improve data management consistency and scalability across multiple environments, with the unified control plane and centralized governance reducing operational overhead and making it easier to manage workloads between on-premise and cloud environments."

"We have successfully ported a Microsoft SSIS product application into Hadoop, that saved millions of dollars for the company and, at the same time, they are getting better performance."

"It has helped our organisation cater to clients who are using Big Data for data storage and analysis combined with our security product."

"Cloudera Data Platform has positively impacted my organization by eliminating challenges we faced with CDH, which had not been supported for a cloud journey; in contrast, CDP allows for easy, mostly automated scalability where I can schedule job workflows, fine-tune system resource metrics, and add nodes with just a click."

"The Hadoop value proposition is in expanded functionality, linear scalability, and reduced software and infrastructure costs."

"The scalability is the key reason why we are on this platform."

"Now, using this solution, it is much cheaper to have all of the data available for searching, not in real-time, but whenever there is a pending request."

"Distributed computing, secure containerization, and governance capabilities are the most valuable features."

More Cloudera Data Platform pros

"The process of categorizing data, creating glossaries, and generating metadata is streamlined and less time-consuming."

"Profisee is an all-in-one tool; all you need to do is plug in your data points from various data sources and you are good to go."

"We really like the matching and merging features."

"The most valuable features for ensuring data accuracy and quality are mappings and creating business rules."

"Profisee's customer service is very responsive, and they have a comprehensive training academy, Profisee Academy, that helps guide the implementation process."

"The product is able to utilize the SQL server toolkit and it has tight integration with the SQL server."

"The client is doing really well; in fact, they've been published in several IT magazines for their efforts, and also for their data cleansing efforts and their data stewardship."

Cons

"Areas for improvement with Cloudera Data Platform could be the initial learning curve that can be a step for teams new to big data economy systems."

"Customer Service: 3/10 Technical Support: 3/10"

"The version control of the software is also an issue."

"I work a lot with banking, IT and communications customers. Hortonworks must improve or must upgrade their services for these sectors."

"We have had problems with the backup and with services that require a disaster site."

"Hadoop, does not provide improved performance, compared to traditional RDBMS, unless processing batches in the TB-PB range, or if the Hadoop platform has significantly more resources available."

"Deleting any service requires a lot of clean up, unlike Cloudera."

"Since Cloudera acquired HDP, it's been bundled with CBH and HDP. However, the biggest challenge is cloud storage integration with Azure, GCP, and AWS."

More Cloudera Data Platform cons

"A more convenient approach would involve integrating all the pre-existing elements into Profisee itself."

"Profisee could improve in providing clearer data lineage information."

"When we updated to version 7.1, there were some workflow issues."

"The way training is laid out in their Profisee University, makes it really, really hard to find what you need fast."

"Some security complexities might add time to the setup."

Pricing and Cost Advice

"Currently, we are using the product in a sandbox environment, and there is no licensing. We might choose a licensing option once we get the results."

"It is priced well and it is affordable"

"We didn't come across any additional licensing fees."

"The pricing is moderate, falling in the middle range—not excessively low nor overly expensive."

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Top Industries

By visitors reading reviews

Manufacturing Company

13%

Comms Service Provider

11%

Financial Services Firm

Outsourcing Company

Manufacturing Company

17%

Healthcare Company

10%

Financial Services Firm

Outsourcing Company

Company Size

By reviewers

Large Enterprise

Midsize Enterprise

Small Business

By reviewers
Company Size	Count
Small Business	8
Midsize Enterprise	7
Large Enterprise	26

No data available

Questions from the Community

What is your experience regarding pricing and costs for Hortonworks Data Platform?

The experience with pricing, setup cost, and licensing is very good.

What needs improvement with Hortonworks Data Platform?

Areas for improvement with Cloudera Data Platform could be the initial learning curve that can be a step for teams new to big data economy systems. Platform setup and configuration require careful ...

What is your primary use case for Hortonworks Data Platform?

Cloudera Data Platform on AWS was adopted as the core enterprise data platform, covering the full data lifecycle from ingestion to analytics and advanced use cases. Cloudera Data Platform was used ...

What is your experience regarding pricing and costs for Profisee?

Profisee's pricing is comparable to other MDM tools.

What needs improvement with Profisee?

Profisee is making improvements for the year 2024, including integrating directly with other solutions.

What is your primary use case for Profisee?

We use Profisee for mastering data between multiple systems like ERP and CRM within our company.

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Cloudera Data Platform

October 2026

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October 2026

Overview

Cloudera Data Platform provides efficient data management through features like Hue, Spark, and Impala. It integrates open-source solutions, supports hybrid environments, and enhances data governance while prioritizing security, scalability, and cost-effectiveness.

Cloudera Data Platform addresses data management needs by supporting large-scale analytics, data science, and ETL processes. It facilitates seamless operation with Ambari UI for deployment and monitoring. Users benefit from robust security via Ranger, open-source compatibility, and a flexible eco-system that uses Hadoop components. While it simplifies setup and supports hybrid workloads, improvements in AI, machine learning, stability in Name Node High Availability, and cost management are ongoing needs. Challenges in tool usability, governance maturity, and scalability call for continued innovation, especially in cloud adoption and staying aligned with open-source technologies.

What are the key features of Cloudera Data Platform?

Hue: Facilitates user-friendly interaction with data.
Spark: Offers fast and systemized data processing.
Impala: Ensures efficient SQL query execution on Hadoop.
Ambari UI: Simplifies cluster monitoring and deployment.
Open-Source Integration: Enhances flexibility and innovation.
Ranger Security: Provides comprehensive data protection.

What benefits or ROI should users focus on in reviews?

Scalability: Supports growing data needs efficiently.
Cost-Effectiveness: Helps in reducing operational expenses.
Reduced Manual Effort: Streamlines processes and tasks.

Organizations in banking, healthcare, and hospitality leverage Cloudera Data Platform for data management, analytics, and cross-source integration. It handles complex data structures, bolsters AI workloads, and adheres to data compliance standards while integrating with tools like Spark, Kafka, and machine learning models.

Cloudera

Profisee is a robust data management platform offering integration with SQL servers, intuitive SaaS solutions, and enhanced user experiences through features like Power BI dashboards. It provides efficient data categorization and metadata generation with adaptive monitoring and collaboration.

Designed for mastering data, Profisee excels in providing out-of-the-box data quality reporting, matching, merging, and harmonization. Its Azure-centric methods boost team productivity and streamline data governance across systems like ERP and CRM. While it simplifies complex data operations, Profisee needs to improve the visibility of its data profiling and update training materials. Users can seamlessly manage tasks like data transfer to warehouses and apply governance rules, achieving streamlined operations.

What are the key features of Profisee?

Data Quality Reporting: Offers comprehensive reporting tools out of the box.
SQL Server Integration: Seamlessly integrates with SQL servers, enhancing data management efficiency.
Training: Provides engaging, though not fully searchable, training resources.
Power BI Dashboards: Delivers intuitive visual representations of data insights.
Adaptive Collaboration: Improves team productivity through flexible collaboration features.
Azure-centric Approach: Utilizes Azure-focused strategies for enhanced performance.

What benefits and ROI can users expect?

Enhanced Data Management: Simplifies data categorization and metadata generation, saving time.
Streamlined Processes: Offers robust matching, merging, and harmonization features.
Improved Governance: Facilitates efficient data management across CRM and ERP systems.
Team Productivity: Encourages collaboration through adaptive tools.
Comprehensive Reporting: Provides detailed data insights, aiding informed decision-making.

In foster care systems, Profisee masters client data to support business analytics. Government entities enhance analytics by integrating with MDM tools like Purview. Organizations manage and govern data across multiple platforms, ensuring efficient data handling, priority alignment, and data maintenance.

Sample Customers

Information Not Available

NASDAQ, Rockwell Automation, ITT Industries, EY (Ernst & Young), Domino's, L3 Communications, Anheuser Busch, MD Anderson Cancer Center, Ameriprise Financial, GSO Capital Partners