COZYROC vs. dbt

[COZYROC] is a powerful tool and [extends] what you are able to do when it comes to ETL. It allows you to accomplish a lot of things that are very common now, but very difficult to implement with the out of the box functionality of SSIS.

Incentivized

If you can load your data first into your warehouse, dbt is excellent. It does the T(ransformation) part of ELT brilliantly but does not do the E(xtract) or L(oad) part. If you know SQL or your development team knows SQL, it's a framework and extension around that. So, it's easy to learn and easy to hire people with that technical skill (as opposed to specific Informatica, SnapLogic, etc. experience). dbt uses plain text files and integrates with GitHub. You can easily see the changes made between versions. In GUI-based UIs it was always hard to tell what someone had changed. Each "model" is essentially a "SELECT" statement. You never need to do a "CREATE TABLE" or "CREATE VIEW" - it's all done for you, leaving you to work on the business logic. Instead of saying "FROM specific_db.schema.table" you indicate "FROM ref('my_other_model')". It creates an internal dependency diagram you can view in a DAG. When you deploy, the dependencies work like magic in your various environments. They also have great documentation, an active slack community, training, and support. I like the enhancements they have been making and I believe they are headed in a good direction.

Incentivized

• Dynamic SOQL is very advantageous with Salesforce source task.
• Connecting to SharePoint is simple and seamless.
• Script Component Plus is also a very good task that we can do a lot through, that what we can't do with Script Task.

Incentivized

• user experience makes it easy to work with SQL and version control
• customer success team and the dbt (data build tool) community help establish best practices
• thorough and clear documentation

• Smaller set of useful transform tasks than some competitors
• Upgrade process could be smoother (though similar to others in this space)

Incentivized

• Slow load times of the dbt cloud environment (they're working on it via a new UI though)
• More out-of-the-box solutions for managing procedures, functions, etc would be nice to have, but honestly, it's pretty easy to figure out how to adapt dbt macros

Incentivized

Easy to use and easy to implement into ETL solutions with Microsoft SQL Server Integration Services.

Incentivized

Their support is fast and responsive. Their devs work on resolving the issues quickly. We usually will have a release of a fix within a few days.

Incentivized

We tested several other SSIS add-on packages as well. Only a few had DB2 support. And from those few COZYROC's support was the most responsive and helpful. They practically added the functionality we needed if it was not already there.

Incentivized

Most ETL pipeline products have a T layer, but dbt just does it better. The transformation is on steroids compared to the others. Also, just allows much more Adhoc solutions for very specific projects. Those ETL tools are probably better on the T part if you don't need too many transforms - also dbt is pretty much free dependent on how you work it, also extremely scalable.

Incentivized

• It is my belie that I have thrown away $3.7k

• Simplified our BI layer for faster load times
• Increased the quality of data reaching our end users
• Makes complex transformations manageable

Incentivized