Alation Data Catalog vs. dbt

Alation is pretty easy to implement. We were able to do it ourselves with Alation's help, no 3rd party needed. We are currently migrating to Snowflake, and it has been helpful with prioritizing what gets migrated. It's great for searching for tables and views. I even use it when I'm trying to find fields in a large table. If I'm not sure if the field is called first_name, firstname, or fname, I can use Alation's table page, filter for fields with "name", and easily find it.

Incentivized

dbt (Data Build Tool) is best suited for doing the data transformation. dbt is just a transformation tool and it is not suitable for building a data pipeline which requires extraction of data and loading. dbt is well suited for SQL based transformation logic and it is less appropriate when transformation logic requires python.

Incentivized

• Ability to link objects using the @ symbol. It allows us to easily provide a way to get more information or context. So if the business concept is part of a hierarchy, we can link to the other terms in that hierarchy.
• The customization is really helpful. Most object types have robust customization options. Others are less so, but it is improving. We've created multiple custom fields to support our data governance framework.
• The search feature with filtering is helpful in narrowing down what you're looking for.

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

• The lineage UI is not ready for primetime. I would not recommend this feature for my users at this time because it's too complex to understand and is visually difficult to track down specific paths.
• The underlying infrastructure of the on-premise version of the software is fragile and unnecessarily complicated, using too many modules and technologies.
• The license model of the on-premise version contains too many add-ons. I would like to pay one price and get all of the features.

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

Mostly because the search feature is case sensitive. This causes issues when users are searching for an industry standard acronym. These acronyms exist as attributes in thousands of places across our data ecosystem. Alation allows stewards to endorse attributes so that these endorsed items rise to the top of search results. The problem is no one types acronyms in caps in a search field. Alation returns results matching the case (lower-case) and in several instances the endorsed attributes don't even appear on the first page of results

dbt is very easy to use. Basically if you can write SQL, you will be able to use dbt to get what you need done. Of course more advanced users with more technical skills can do more things.

Incentivized

From the RightStart Program to the Customer Success team to technical support, Alation has it all covered. They respond quickly and expertly to answer my questions and fix my problems.

Incentivized

Alation might not have the same level of technical capabilities and features as these others (though it's very close) but what Alation offers is a neat and easy to learn UI. The new UI is even better, bringing more content onto the same space like Informatica while maintaining the friendly interface of the old UI

Matillion is graphical versus dbt, which is SQL code-based (that, of course, is a matter of personal preference and not an objective advantage). The integrated testing, documentation generation, lineage, etc., were additional criteria that led us to choose dbt.

Incentivized

• We've had limited but very positive impact for 3 data subject matter experts. In the past they were fielding very similar questions from users stumbling on their data. Now, rather than responding to each email or chat message, they not only direct users to the catalog but they also reach out to me to do a walk-through of Alation's other features.
• Another positive impact is having the data dictionary live in one location. This has been tremendous in making the dictionaries accessible and consistent.

• In 3 months we re-wrote the data warehouse (15-20 sources) in dbt with 3 developers.
• We are using it continually for the past year with no issues.
• Sorry, I don't have ROI numbers but the impact was huge.

Incentivized