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Databricks

Databricks Data Intelligence Platform

Composite Score
8.8 /10
CX Score
9.1 /10
Databricks Data Intelligence Platform
8.8 /10

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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Awards & Recognition

Databricks Data Intelligence Platform won the following awards in the Data Preparation for Analytics category

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Databricks Data Intelligence Platform Ratings

Real user data aggregated to summarize the product performance and customer experience.
Download the entire Product Scorecard to access more information on Databricks Data Intelligence Platform.

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


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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?

0% Negative
1% Neutral
99% Positive

Pros

  • Reliable
  • Unique Features
  • Respectful
  • Fair

Feature Ratings

Average 82

Metadata Management

94

Self Service and Ad Hoc Capabilities

94

Message Model

92

Data Preparation Workflow

92

Data Access

85

Data Integration

84

Lineage & Basic Auditing

83

Data Security & Masking

83

Data Mining

83

Data Connectors and Data Mashup

83

Data Cleansing

82

Vendor Capability Ratings

Average 81

Quality of Features

84

Ease of Data Integration

84

Business Value Created

83

Product Strategy and Rate of Improvement

82

Breadth of Features

82

Ease of Implementation

80

Availability and Quality of Training

80

Usability and Intuitiveness

79

Ease of Customization

79

Ease of IT Administration

78

Vendor Support

77

Databricks Data Intelligence Platform Reviews

Ankur A.

  • Role: Human Resources
  • Industry: Consulting
  • Involvement: Business Leader or Manager
Validated Review
Verified Reviewer

Submitted Feb 2026

Powerful & Scalable

Likeliness to Recommend

10 /10

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

Mary W.

  • Role: Information Technology
  • Industry: Technology
  • Involvement: IT Development, Integration, and Administration
Validated Review
Verified Reviewer

Submitted Feb 2026

‎Data prep that powers decisions

Likeliness to Recommend

10 /10

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

Hemant G.

  • Role: Information Technology
  • Industry: Technology
  • Involvement: End User of Application
Validated Review
Verified Reviewer

Submitted Jan 2026

Fast, Scalable, and Secure Data Analytics Platform

Likeliness to Recommend

8 /10

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

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