Databricks Data Intelligence Platform vs. Rational BI

If you need a managed big data megastore, which has native integration with highly optimized Apache Spark Engine and native integration with MLflow, go for Databricks Lakehouse Platform. The Databricks Lakehouse Platform is a breeze to use and analytics capabilities are supported out of the box. You will find it a bit difficult to manage code in notebooks but you will get used to it soon.

Incentivized

Rational BI allows managing data analysis coming from different projects in order to create useful reports and dashboards. I usually set up automatically scheduled reports. All the stakeholders can easily share a rational view with the possibility to filter between the interesting arguments. Sometimes different user profiles could be needed, optimize the view.

Incentivized

• First, it handles large amounts of data. We run daily and weekly jobs that process a lot of records. Databricks manages it very well, with no issues, if the cluster is set up properly.
• Second, it really works well for incremental updates. We load only new or changed data, which makes it easy to update existing tables without duplicating records.
• Third, job scheduling is useful. We can schedule the jobs easily and monitor them. The best part is that we can retry or repair the failed runs.
• The last one is about the notebook interface that I really love. It makes development and debugging easy. We can test logic step by step, validate data, and fix all our issues.

Incentivized

• Provides high performance embedded analytics
• Seamless integration to import and export data
• Rich features for data visualization

Incentivized

• Connect my local code in Visual code to my Databricks Lakehouse Platform cluster so I can run the code on the cluster. The old databricks-connect approach has many bugs and is hard to set up. The new Databricks Lakehouse Platform extension on Visual Code, doesn't allow the developers to debug their code line by line (only we can run the code).
• Maybe have a specific Databricks Lakehouse Platform IDE that can be used by Databricks Lakehouse Platform users to develop locally.
• Visualization in MLFLOW experiment can be enhanced

Incentivized

• Documentation for new users could be better. Sometimes it's hard for my users that are not that skilled in IS/IT to set up data connectors are understand the dynamics of data sources.
• I have used several other BI solutions as well, and their GUI is okay, but surely there is also room for improvement here. Not all things are made entirely logically.
• Understanding their price structure. Generally, their website looks nice, but it's not very informative when it comes to pricing, and support options. I really miss some kind of transparency and overview.

Incentivized

Because it is an amazing platform for designing experiments and delivering a deep dive analysis that requires execution of highly complex queries, as well as it allows to share the information and insights across the company with their shared workspaces, while keeping it secured.

in terms of graph generation and interaction it could improve their UI and UX

Incentivized

Rational BI allows managing data analysis coming from different projects. The outputs are one or more reports, that can be delivered automatically to the stakeholders or other communication media inside the organization. Nice dashboards help to describe and analyze data. Sometimes different user profiles could be needed, optimize the view.

Incentivized

One of the best customer and technology support that I have ever experienced in my career. You pay for what you get and you get the Rolls Royce. It reminds me of the customer support of SAS in the 2000s when the tools were reaching some limits and their engineer wanted to know more about what we were doing, long before "data science" was even a name. Databricks truly embraces the partnership with their customer and help them on any given challenge.

I haven't had to use support to date for this product.

Incentivized

Databricks is a true all-in-one platform, and at the time of implementation, it had more features available to us, making it a clear choice over Snowflake. Moving our workloads from local computing to the servers in Databricks gave our start-up staff a great quality of life boost.

Incentivized

Today there are many companies providing BI solutions, and generally, I think Microsoft Power BI is the easiest go-to solution as it is part of the Office365 software. However all software solutions have their limitations, advantages, and disadvantages, but sometimes you don't need the perfect solution. You just need a solution that delivers 80-90 percent of the full potential to reach your goal and in this scope, we were really happy with Rational BI.

Incentivized

• ROI for us has been tremendous. Time to market by processing raw data in our big data infrastructure has been pretty fast.
• Non engineers can easily use Databricks, hence helping business customers.
• Thousands of different data combinations can easily be joined and used by our data teams.

Incentivized

• Allows folks to work on other items as reporting is done in the background.
• Scheduling and delivery of reports with one click.
• Single pane of management.
• Ease of use.

Incentivized