Ataccama ONE vs. MLReef

After evaluating many of the leading data governance/management tools in the industry, Ataccama ONE quickly became a front-runner for our firm's needs and requirements. I particularly like how Ataccama focuses on investing a portion of its revenue on user-suggested enhancements - they truly want to grow with their clients, which is what we were looking for.

Works well if you have to involve different roles in different organizations in a project. Less suited when you have a complex system of custom developed tools

• It is one of the leading data quality tools in the industry, in our opinion.
• Offers free data profiling.
• Integrates with other tools for complete end-to-end lineage.

• Helps us to take on more client projects
• Can be used by data analysts as well as casual users

• Does not support as wide of a tech stack range as I would like.
• It would be nice if it came with a user hotkey function out of the box.
• Having concurrent user usage licenses would be ideal.

• Out of the box support for major cloud vendors

One of the key factors in our choice to onboard Ataccama was its usability - general end users have everything at their fingertips, it is not difficult for IT developers to setup the tool, and it has been an overall pleasure.

Support has been excellent to date - very user friendly and knowledgeable to help support our needs and issues as they arise.

Ataccama ONE was a clear winner during our evaluation of many other products/vendors. Their offering was the best suited for our needs, and they are a company that we want to grow with over time.

• With Ataccama ONE our users can trust the data and learn more about it quickly and easily.
• Management can focus on other priorities knowing that the data is well-governed.
• Having transparency around the data has been a key benefit to our users.

• We can handle 4 to 6 times more projects at the same time with our team
• We stay engaged with our customers well beyond the project duration