Databricks Data Intelligence Platform
What is Databricks Data Intelligence Platform?
The Databricks Data Intelligence Platform allows your entire organization to use data and AI. It’s built on a lakehouse to provide an open, unified foundation for all data and governance, and is powered by a Data Intelligence Engine that understands the uniqueness of your data. From ETL to data warehousing to generative AI, Databricks helps you simplify and accelerate your data and AI goals.
Company Details
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Real user data aggregated to summarize the product performance and customer experience.
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Product scores listed below represent current data. This may be different from data contained in reports and awards, which express data as of their publication date.
86 Likeliness to Recommend
97 Plan to Renew
79 Satisfaction of Cost Relative to Value
Emotional Footprint Overview
Product scores listed below represent current data. This may be different from data contained in reports and awards, which express data as of their publication date.
+95 Net Emotional Footprint
The emotional sentiment held by end users of the software based on their experience with the vendor. Responses are captured on an eight-point scale.
How much do users love Databricks Data Intelligence Platform?
Pros
- Reliable
- Unique Features
- Respectful
- Fair
How to read the Emotional Footprint
The Net Emotional Footprint measures high-level user sentiment towards particular product offerings. It aggregates emotional response ratings for various dimensions of the vendor-client relationship and product effectiveness, creating a powerful indicator of overall user feeling toward the vendor and product.
While purchasing decisions shouldn't be based on emotion, it's valuable to know what kind of emotional response the vendor you're considering elicits from their users.
Footprint
Negative
Neutral
Positive
Feature Ratings
Data Preparation Workflow
Metadata Management
Data Security & Masking
Data Access
Data Integration
Data Mining
Data Cleansing
Data Discovery and Search
Data Profiling
Data Enrichment
Data Connectors and Data Mashup
Vendor Capability Ratings
Ease of Data Integration
Quality of Features
Business Value Created
Breadth of Features
Product Strategy and Rate of Improvement
Ease of Implementation
Availability and Quality of Training
Ease of IT Administration
Ease of Customization
Usability and Intuitiveness
Vendor Support
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Score 8.7
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Score 8.5
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Retail Analytics
Score 7.9
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Databricks Data Intelligence Platform Reviews
Rishika K.
- Role: Information Technology
- Industry: Other
- Involvement: End User of Application
Submitted Aug 2026
Building a Stronger Data Foundation
Likeliness to Recommend
What differentiates Databricks Data Intelligence Platform from other similar products?
The differentiator is the connection between data management and AI. As organizations increasingly use AI, Master Data Managers need to take data feeding those system is trusted, governed, and traceable. And I also like the platform’s flexibility around different types of data and workloads. Master data doesn’t always come from clean, structured database; organizations often deal with files, application, streaming information, and other data sources.
What is your favorite aspect of this product?
The thing I like is the focus on making data more useful rather than simply storing it. I can see how governed data can move from being collected and managed to being analyzed and used for business decisions. And I also appreciate the platform’s flexibility when dealing with large and varied datasets.
What do you dislike most about this product?
The area I would improved is the leaning curve around governance. Unity Catalog provides strong governance capabilities, but setting up a well-organized governance structure requires careful planning. And I also find that some tasks can require more technical knowledge than I would prefer.
What recommendations would you give to someone considering this product?
The important recommendation is to establish data standards before expanding the platform. Different departments may use different names, formats, codes, and definitions for the same information. And I would also recommend defining a clear strategy for the organization’s critical data domains. Customer, product, supplier, employee, and financial data may all have different ownership structures and quality requirements.
Pros
- Continually Improving Product
- Reliable
- Trustworthy
- Efficient Service
Cons
- Less Effective Service
Please tell us why you think this review should be flagged.
mahender R.
- Role: Information Technology
- Industry: Other
- Involvement: End User of Application
Submitted Mar 2026
unified platform for team level data science
Likeliness to Recommend
What differentiates Databricks Data Intelligence Platform from other similar products?
integrates data engineering data science and machine learning into a single unified workspace.
What is your favorite aspect of this product?
integrates collaboration between teams data engineers data scientists.
What do you dislike most about this product?
cost management can be challenging especially in large clusters and team usage.
What recommendations would you give to someone considering this product?
adopt it as the primary platform for large and multi team data science projects.
Pros
- Reliable
- Saves Time
- Fair
- Acts with Integrity
Please tell us why you think this review should be flagged.
Mohammad Adnan K.
- Role: Information Technology
- Industry: Engineering
- Involvement: IT Development, Integration, and Administration
Submitted Mar 2026
Good for analyzing the data using AI
Likeliness to Recommend
What differentiates Databricks Data Intelligence Platform from other similar products?
combining a data lakehouse architecture with a Data Intelligence Engine to unify data, analytics, and AI in one place
What is your favorite aspect of this product?
Data intelligence engine
What do you dislike most about this product?
Nothing to dislike but need improvement
What recommendations would you give to someone considering this product?
Good for analyzing the data
Pros
- Reliable
- Trustworthy
- Unique Features
- Efficient Service
Please tell us why you think this review should be flagged.
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