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.
85 Likeliness to Recommend
97 Plan to Renew
3
Since last award
79 Satisfaction of Cost Relative to Value
2
Since last award
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
Metadata Management
Self Service and Ad Hoc Capabilities
Message Model
Data Preparation Workflow
Data Access
Data Integration
Lineage & Basic Auditing
Data Security & Masking
Data Mining
Data Connectors and Data Mashup
Data Cleansing
Vendor Capability Ratings
Quality of Features
Ease of Data Integration
Business Value Created
Product Strategy and Rate of Improvement
Breadth of Features
Ease of Implementation
Availability and Quality of Training
Usability and Intuitiveness
Ease of Customization
Ease of IT Administration
Vendor Support
Also Featured in...
Machine Learning Platforms
Score 8.7
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Analytical Data Store
Score 8.2
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Retail Analytics
Score 7.9
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Databricks Data Intelligence Platform Reviews
Ankur A.
- Role: Human Resources
- Industry: Consulting
- Involvement: Business Leader or Manager
Submitted Feb 2026
Powerful & Scalable
Likeliness to Recommend
What differentiates Databricks Data Intelligence Platform from other similar products?
This platform of DDIP is different because it brings all data work into one place, so teams don’t need separate tools for storing data, analyzing it, and using it for AI. It makes it easier for people to work together, handle large amounts of data, and grow as the business grows, while keeping data secure and well-managed.
What is your favorite aspect of this product?
As i mentioned above that it brings all data, analytics and AI work together in one powerful and easy-to-manage platform.
What do you dislike most about this product?
COST----COST COST. It can be expensive and complex to manage if usage and costs are not closely monitored.
What recommendations would you give to someone considering this product?
I recommend starting small, closely monitoring costs and making sure your team has the right skills before scaling up, as the platform is powerful but can be complex if not planned well.
Pros
- Helps Innovate
- Continually Improving Product
- Reliable
- Trustworthy
Please tell us why you think this review should be flagged.
Mary W.
- Role: Information Technology
- Industry: Technology
- Involvement: IT Development, Integration, and Administration
Submitted Feb 2026
Data prep that powers decisions
Likeliness to Recommend
What differentiates Databricks Data Intelligence Platform from other similar products?
What sets Databricks Data Intelligence Platform apart is its all-in-one approach to preparing, analyzing, and modeling data at scale. It uses Apache Spark to handle massive datasets quickly and can process both batch and streaming data.
What is your favorite aspect of this product?
I can prep, transform, and analyze large datasets together with my team in real time using its collaborative notebooks. I also like how it connects effortlessly with cloud storage, BI tools, and machine learning workflows, turning raw data into insights quickly. With built-in automation to handle repetitive tasks and strong governance to keep data secure, it’s a platform that makes complex analytics projects much easier to manage.
What do you dislike most about this product?
Managing clusters, configuring pipelines, and setting up advanced data transformations often requires a strong understanding of Spark and big data concepts. This factor slows down the working flow.
What recommendations would you give to someone considering this product?
Databricks streamlines data preparation, speeds up analytics, and handles large-scale data, turning raw data into actionable insights faster and more reliably.
Pros
- Continually Improving Product
- Reliable
- Performance Enhancing
- Effective Service
Please tell us why you think this review should be flagged.
Hemant G.
- Role: Information Technology
- Industry: Technology
- Involvement: End User of Application
Submitted Jan 2026
Fast, Scalable, and Secure Data Analytics Platform
Likeliness to Recommend
What differentiates Databricks Data Intelligence Platform from other similar products?
According to me what I like about Databricks is that it brings data engineering, machine learning, and analytics together in one platform. It can deal with really large datasets without slowing down, while still letting you adapt it to different kinds of work. Additionally, it connects smoothly with other tools and cloud services, so you can get full insights without having to switch between a bunch of systems.
What is your favorite aspect of this product?
The best thing I really like about Databricks is that it puts data engineering, machine learning, and analytics all in one place. It saves me a lot of effort since I don’t have to keep switching between different tools, and it works well even with huge datasets while still giving me the flexibility to use it for different types of projects.
What do you dislike most about this product?
Getting Databricks up and running can be a bit tricky at first, especially if you’re new to it. On top of that, the costs aren’t always easy to figure out once your workloads start growing.
What recommendations would you give to someone considering this product?
Highly recommended from my end if you are prioritizing towards a tool which brings everything of your data needs under one roof while ensuring strong security at the same time.
Pros
- Helps Innovate
- Reliable
- Performance Enhancing
- Enables Productivity
Please tell us why you think this review should be flagged.
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