Databricks Data Intelligence Platform Reviews & Product Details

Databricks is the Data and AI company. More than 20,000 organizations worldwide — including adidas, AT&T, Bayer, Block, Mastercard, Rivian, Unilever, and over 60% of the Fortune 500 — rely on Databricks to build and scale data and AI apps, analytics and agents. Headquartered in San Francisco with 30+ offices around the globe, Databricks offers a unified Data Intelligence Platform that includes Agent Bricks, Lakeflow, Lakehouse, Lakebase and Unity Catalog.

Product Website

Seller

Databricks Inc.

Discussions

Databricks Data Intelligence Platform Community

Languages Supported

German, English, French, Italian, Japanese, Korean, Portuguese

Overview by

Colette Chavalia

Value at a Glance

Averages based on real user reviews.

Time to Implement

4 months

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Databricks Data Intelligence Platform Integrations

(56)

Verified by Databricks Data Intelligence Platform

Informatica Data Quality

JD Edwards World

Microsoft Copilot Studio

Qualtrics Customer Experience

React Native

Salesforce Sales Cloud

SnapLogic Intelligent Integration Platform (IIP)

Databricks Data Intelligence Platform Media

Databricks Data Intelligence Platform Demo - Automated ETL processing

Once ingested, raw data needs transforming so that it’s ready for analytics and AI. Databricks provides powerful ETL capabilities for data engineers, data scientists and analysts with Delta Live Tables (DLT).

Databricks Data Intelligence Platform Demo - Reliable workflow orchestration

Databricks Workflows is the fully managed orchestration service for all your data, analytics and AI that is native to your Lakehouse Platform. Orchestrate diverse workloads for the full lifecycle including Delta Live Tables and Jobs for SQL, Spark, notebooks, dbt, ML models and more.

Databricks Data Intelligence Platform Demo - End-to-end observability and monitoring

The Lakehouse Platform gives you visibility across the entire data and AI lifecycle so data engineers and operations teams can see the health of their production workflows in real time, manage data quality and understand historical trends. In Databricks Workflows you can access dataflow graphs an...

Databricks Data Intelligence Platform Demo - Security and governance at scale

Delta Lake reduces risk by enabling fine-grained access controls for data governance, functionality typically not possible with data lakes.

Databricks Data Intelligence Platform Demo - Automated and trusted data engineering

Simplify data engineering with Delta Live Tables – an easy way to build and manage data pipelines for fresh, high-quality data on Delta Lake.

Databricks Data Intelligence Platform Demo - Eliminate resource management with serverless compute

Databricks SQL serverless removes the need to manage, configure or scale cloud infrastructure on the Lakehouse, freeing up your data team for what they do best.

Databricks Data Intelligence Platform Reviews (657)

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Geral G.

Senior Consultant

Small-Business (50 or fewer emp.)

5/28/2025

"Databricks - Powerful and scalable for data science and business analytics"

5/5

What do you like best about Databricks Data Intelligence Platform?

I like it because it stands out for its ability to unify data science, data engineering, and business analytics into a single interface. I also appreciate the seamless integration with collaborative notebooks and the ability to seamlessly with Delta Lake is also a big plus, ensuring reliability and performance when managing large-scale data. Review collected by and hosted on G2.com.

What do you dislike about Databricks Data Intelligence Platform?

Sometimes, the web interface can take a while to load active clusters. Id also like more visual tools to monitor resource usage in real time. Review collected by and hosted on G2.com.

What problems is Databricks Data Intelligence Platform solving and how is that benefiting you?

One of the main challenges we faced was fragmentation between engineering and analytics teams, and Databricks allowed us to centralize all data processing and analysis, reducing development time and improving the quality of our machine learning models. We also eliminated data sites by consolidating multiple sources into a single platform, which reduced the time to insights and the execution time of ETL pipelines, improved collaboration and overall productivity, and improved business decision supported by cleaner data. Review collected by and hosted on G2.com.

Response from Aunalisa Arellano of Databricks Data Intelligence Platform

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Thank you for sharing your positive experience with Databricks Data Intelligence Platform! We're thrilled to hear that you find the platform unifying and efficient for your data science and analytics needs. We appreciate your feedback regarding the web interface loading times and the need for more real-time monitoring tools. Your insights are valuable to us as we continuously strive to enhance our platform. We'll make sure to pass along your suggestions to our product development team. If you have any further feedback or need assistance, please feel free to reach out. We're here to support you every step of the way.

Brandon C.

Director, Data Science and Analytics

Enterprise (> 1000 emp.)

5/28/2025

"Great Experience with Databricks"

5/5

What do you like best about Databricks Data Intelligence Platform?

The Databricks Data Intelligence Platform allows us to have a single source of development capabilities for IT developers and business analysts. This allows for easier implementation of capabilities and consolidation of toolsets across the environment. Users are given the freedom to develop the data products they need in the time frames they need them. It makes implementation and productionalization of these projects much easier to integrate for downstream usage. Review collected by and hosted on G2.com.

What do you dislike about Databricks Data Intelligence Platform?

The one "dislike" I have is that it's difficult to keep up with all of the improvements and enhancements in the platform. We always see new features to implement and want to make sure we're doing the best we can for our end users. Review collected by and hosted on G2.com.

What problems is Databricks Data Intelligence Platform solving and how is that benefiting you?

Databricks is making it extremely easy for us to have a single set of tooling for multiple us cases in the data space. This allows us to be more collaborative across business units and within business units. It also allows us to have standard ways of working that can be implemented through all of the use cases. We see a lot of capabilities that can be leveraged with the platform that make repeatable capabilities easier which allows us to increase speed to market for our data products Review collected by and hosted on G2.com.

Response from Aunalisa Arellano of Databricks Data Intelligence Platform

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We're thrilled to hear that you are enjoying the benefits of the Databricks Data Intelligence Platform, especially the ease of development and consolidation of toolsets. We understand that keeping up with new features can be challenging, and we're continuously working to improve our communication and support for our users.

Vishnu P.

Cloud Engineer

Computer Software

Enterprise (> 1000 emp.)

1/6/2026

"Seamless Collaboration with Python and Scala Support"

5/5

What do you like best about Databricks Data Intelligence Platform?

Notebooks support Python and Scala, which gives smooth collaboration across data teams Review collected by and hosted on G2.com.

What do you dislike about Databricks Data Intelligence Platform?

All looks good, what I think is that its UI for beginners is very complex. Review collected by and hosted on G2.com.

Response from Janelle Glover of Databricks Data Intelligence Platform

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It's great to hear that our platform is helping with collaboration across teams and multi-cloud data migration! We appreciate you sharing your experience.

Verified User in Marketing and Advertising

Enterprise (> 1000 emp.)

9/9/2025

"Power of lakehouse to support AI"

4/5

What do you like best about Databricks Data Intelligence Platform?

The Databricks Data Intelligence Platform is a unified, AI-native environment that brings together data engineering, analytics, governance, and machine learning on top of the Lakehouse architecture. Its strength lies in combining open data formats with centralized governance via Unity Catalog and embedding intelligence through DatabricksIQ, which allows enterprises to securely connect their data with large language models. From an evaluation standpoint, the platform’s value is in enabling organizations to not only manage and analyze data at scale but also to operationalize generative AI use cases in a governed and collaborative manner. Review collected by and hosted on G2.com.

What do you dislike about Databricks Data Intelligence Platform?

Current stage of evolving technology may require rebuilding on future if adapted by enterprise Review collected by and hosted on G2.com.

Response from Aunalisa Arellano of Databricks Data Intelligence Platform

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Thank you for sharing your evaluation of the platform's value in enabling organizations to manage and analyze data at scale and operationalize generative AI use cases in a governed and collaborative manner.

Samridhi J.

AI Engineer

Enterprise (> 1000 emp.)

1/7/2026

"Impressive AI Features and Unified Lakehouse Architecture"

4.5/5

What do you like best about Databricks Data Intelligence Platform?

The recent AI features are quite helpful and also the unified lakehouse architecture. Review collected by and hosted on G2.com.

What do you dislike about Databricks Data Intelligence Platform?

A bit tough for those new to spark or from a non tech background especially the table view. Review collected by and hosted on G2.com.

Response from Janelle Glover of Databricks Data Intelligence Platform

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Thank you for sharing your positive experience with our AI features and unified lakehouse architecture. We understand the challenges for users new to Spark or from a non-tech background, and we're actively working on improving the user interface and experience to make it more intuitive for all users.

Sean H.

Head of Operations

Small-Business (50 or fewer emp.)

5/30/2025

"Databricks is a Powerful Platform with Strong Support and Flexible Features"

5/5

What do you like best about Databricks Data Intelligence Platform?

Databricks is very dependable, flexible, and helps our company to create innovative analytical solutions and every week in our technical meetings, we cover a range of subjects like bugs, best practices, new features, and more using it. Also every member of the support crew in Databricks responds fast and is rather helpful. Review collected by and hosted on G2.com.

What do you dislike about Databricks Data Intelligence Platform?

When using creative features like AI, cost control and estimation might prove difficult. And although lakeview SQL is still not yet developed, Databricks is actively pushing their utilization nonetheless. Also every now and then unannounced feature activation in my office surprises me. Review collected by and hosted on G2.com.

What problems is Databricks Data Intelligence Platform solving and how is that benefiting you?

Databricks is a must have tool for managing complex data access and it's innovative infrastructure which guarantees fast scalability and offers advanced capabilities and also one can easily combine other solutions with it and right now, we use it as a one-stop shop to satisfy several audiences. Review collected by and hosted on G2.com.

Response from Aunalisa Arellano of Databricks Data Intelligence Platform

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We're glad to hear that Databricks has been dependable, flexible, and helpful in creating innovative analytical solutions for your company. Our support team is committed to responding quickly and providing valuable assistance.

Aditya V.

Data Analyst

Small-Business (50 or fewer emp.)

12/27/2025

"Powerful EDA Tool with Interactive Notebooks"

4/5

What do you like best about Databricks Data Intelligence Platform?

I like its usable interface and the interactive notebooks that support SQL and Python for visualization in one place. Review collected by and hosted on G2.com.

What do you dislike about Databricks Data Intelligence Platform?

For learners it may be difficult for beginners and cost may rise quickly Review collected by and hosted on G2.com.

Response from Janelle Glover of Databricks Data Intelligence Platform

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Thank you for sharing how Databricks Data Intelligence Platform benefits your work in processing and analyzing large datasets. We understand that the learning curve and potential cost can be concerns for beginners. We're constantly working to improve our platform and offer resources to help users get started.

Farzad E.

CyberSecurity Expert

Enterprise (> 1000 emp.)

1/16/2026

"Report 1100"

5/5

What do you like best about Databricks Data Intelligence Platform?

I started with databricks 6 years ago and received more than 10 certifications. I liked a lot data analytics and fast calculations features of databricks. As well integration to other external tools like Power BI for reporting. Review collected by and hosted on G2.com.

What do you dislike about Databricks Data Intelligence Platform?

All features were fine, but more AI-Powered features need to enhace all current features. Review collected by and hosted on G2.com.

Response from Janelle Glover of Databricks Data Intelligence Platform

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Thank you for being a long-time user of Databricks and for sharing your positive experience with us! We're glad to hear that you appreciate the data analytics and fast calculations features, as well as the integration with external tools like Power BI. We'll definitely take your feedback about enhancing AI-powered features into consideration for future improvements.

Caleigh H.

Data Engineer

Information Technology and Services

Mid-Market (51-1000 emp.)

5/24/2025

"Data Representation & Management Tool"

5/5

What do you like best about Databricks Data Intelligence Platform?

Working on the Databricks where we can easily analyze huge datasets and integrate our platform or website to create an insight from our internal dataset. They have number of features that help us to manage all analytical views with pre define templates. Review collected by and hosted on G2.com.

What do you dislike about Databricks Data Intelligence Platform?

Implementation was so quick and easy that help us to manage all data without any issues. I like their customer support services and their frequent use make them my favorite platform for data management. Review collected by and hosted on G2.com.

What problems is Databricks Data Intelligence Platform solving and how is that benefiting you?

I have required a tool that help me to represent and analyze the data and I use Databricks and really their excellent platform make my work more reliable and easy to manageable for me. i always prefer them their pricing is little bit high but their services gives a big impact in my work. Review collected by and hosted on G2.com.

Response from Aunalisa Arellano of Databricks Data Intelligence Platform

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Thank you for your positive feedback! We're glad to hear that the quick and easy implementation, along with our customer support services, have made Databricks your favorite platform for data management.

Umair A.

Data Engineer

Mid-Market (51-1000 emp.)

12/22/2025

"Collaborative Notebooks and MLflow Integration Boost Productivity"

3.5/5

What do you like best about Databricks Data Intelligence Platform?

The collaborative notebooks are quite useful. My team is able to write both Python and SQL within the same notebook, which really helps speed up our development cycle. The integration with MLflow is, in my opinion, the standout feature. Review collected by and hosted on G2.com.

What do you dislike about Databricks Data Intelligence Platform?

There was nothing I disliked; everything worked as expected. Review collected by and hosted on G2.com.

Response from Janelle Glover of Databricks Data Intelligence Platform

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Thank you for highlighting the benefits of collaborative notebooks and our MLflow integration. We're thrilled to hear that these features are helping to optimize your supply chain through predictive modeling.