Anomalo Data Quality
AnomaloReviews from AWS customer
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Great Experience with Anomalo for Data Quality use cases and data profiling
What do you like best about the product?
Success of Anomalo is due to the company's professional team(s), open and modular product structure as well as the dedicated practice that has great knowledge and understanding about how data and analytics work in different organizations. I enjoy working with the Anomalo team!
Our team had several critical use cases for data quality and profiling. We tried several products earlier to Anomalo and failed miserably due to multiple issues but Anomalo helped us implement the business data quality rules in days which took 5% of the time taken to see the Returns of Investing in Anomalo.
I became very passionate about Anomalo and I recommend Anomalo to any industry irrespective of how data structures are implemented within the organization. It is very nimble and easy to implement. They made some changes in the product that took weeks compared to other products who take years to implement.
Overall it is a Win for any organization that invests in Anomalo
Our team had several critical use cases for data quality and profiling. We tried several products earlier to Anomalo and failed miserably due to multiple issues but Anomalo helped us implement the business data quality rules in days which took 5% of the time taken to see the Returns of Investing in Anomalo.
I became very passionate about Anomalo and I recommend Anomalo to any industry irrespective of how data structures are implemented within the organization. It is very nimble and easy to implement. They made some changes in the product that took weeks compared to other products who take years to implement.
Overall it is a Win for any organization that invests in Anomalo
What do you dislike about the product?
We have seen few issues with documentation but those have been corrected. Team done great job with documentations thus far
What problems is the product solving and how is that benefiting you?
Data Quality, Profiling for analytic data assets
Recent integration for data monitoring on payment data
What do you like best about the product?
It's an easy and quick configuration, there are already a lot of checks very useful to use for a 5 minutes setup. Plus, there are a lot more functionalities there that are customizable. It solved a lot of our bottleneck problems over the past years by bringing a fast and easy way to monitor data missing etc. Also, I want to mention the ability to connect to pagerduty, slack etc to make the general engineering development cycle and maintenance smooth! Lastly, the engineers/PMs from Anomalo paired with us on figuring out solutions when we had questions.
What do you dislike about the product?
To be honest, for anything that I feel could be improved, I talk to their PM directly for feature requests. They are a very fast-paced team who can deliver new features promptly, which is great.
What problems is the product solving and how is that benefiting you?
data-monitoring checks on missing data; new ENUMs in the data; data trends anomalies; although I could not review too much due to business confidentiality, it helped us a lot.
(I don't need a gift card to write a survey, please do not send to me, thanks)
(I don't need a gift card to write a survey, please do not send to me, thanks)
Recommendations to others considering the product:
If anyone has a hard time choosing a data quality monitoring tool, think about Anomalo.
An extra data engineer on the team
What do you like best about the product?
Anomalo is like having an extra data engineer on the team whose responsibility is to monitor to make sure nothing is going off the rails. In a lean data organization like the one I work in, this is invaluable, as it frees me and the rest of the team up to focus on more strategic data/business issues.
What do you dislike about the product?
There isn't a ton I dislike. Some of the UI and visualizations can be tough to grok, but you learn how to focus on the key things that matter and then hone in on those checks/visuals.
What problems is the product solving and how is that benefiting you?
Anomalo helps us ensure that we have a high standard of data quality and notifies us of peculiarities that we might not otherwise uncover.
Anomalo - Platform that helps Data Teams identify Data Anomalies
What do you like best about the product?
Anomalo provides an interface to create metrics and validation rules easily. Besides, it also helps to optimize the time to fix data issues by providing a Root Cause Analysis that points to the data segment where the anomaly occurred.
What do you dislike about the product?
So far, the platform and the support team have covered all my expectations.
What problems is the product solving and how is that benefiting you?
With Anomalo, we expect to cover our core tables with metrics and validation rules to identify any anomaly. So far, we have detected lots of data incidents and worked on them based on the root cause analysis provided.
Cutting edge Anomaly Detection
What do you like best about the product?
That it's an end-to-end anomaly detection service.
What do you dislike about the product?
It's hard to use dynamic queries when you set up your tests.
What problems is the product solving and how is that benefiting you?
We catch inconsistent data from our sources before the end-users notice that we've gotten inconsistent data.
Recommendations to others considering the product:
Go for it!
Great tool for monitoring data quality
What do you like best about the product?
Anomalo is very useful for monitoring data quality across all of our tables. There's different types of checks available for monitoring data and you can set up custom checks.
What do you dislike about the product?
Setting up a multitude of tables can be tedious
What problems is the product solving and how is that benefiting you?
Ensuring data quality and consistency and early alerting
Anomalo!
What do you like best about the product?
out of the box checks are easy to set up
What do you dislike about the product?
wish we could select multiple tables to apply the same checks to
What problems is the product solving and how is that benefiting you?
we use Anomalo to review our data daily to ensure that we can catch anomalies/data errors sooner rather than later
My experience with using Anomalo
What do you like best about the product?
I appreciate the native (OOTB) scans which require minimal mouseclicks. Customer support so far has been outstanding.
What do you dislike about the product?
I am looking for more visualizations to summarize DQ results. To be fair, this is a work in progress for Anomalo and wouldn't be surprised if they have advances here in the near future.
What problems is the product solving and how is that benefiting you?
We are solutioning DQ by pushing the enablement into the hands of the business stewards (data consumers) - the end users -- where adoption and mitigation truly reside.
Great for Data Quality
What do you like best about the product?
It is super quick and easy to create and modify checks, even for more elaborate test cases. Compared to other testing tools, I've found that Anomalo requires much less time to create new checks. The library of reliable common test cases and friendly UI help make it just a couple of clicks to get a new check set up and running.
What do you dislike about the product?
The team has been really proactive in collecting and responding to any feedback on the tool. They have consistently added more features and enhancements into the tool in response to new use cases. I'm not experiencing any dislikes or challenges.
What problems is the product solving and how is that benefiting you?
Anomalo has improved our data quality. It's been very effective at catching data issues and promptly notifying us. Anomalo also provides a lot of helpful facts about data issues, which greatly helps when we have something to resolve.
Automated Data Quality In a Few Clicks
What do you like best about the product?
Anomalo has helped us scale our data quality not only through their automated checks but also by letting us put the tool directly in the hands of the business data owners. The pre-baked templates available in the user-defined checks have allowed us to remove hand-offs between business and technology and instead empower the business to serve themselves. The automated root cause analysis Anomalo performs when a possible data issue is found has also expedited our data quality issue remediation time.
What do you dislike about the product?
We have had an overall positive experience with leveraging Anomalo. The resolution flow capability being built into the product and the continued maturation of the Pulse dashboard capability will fill some slight gaps in the reporting and remediation space. However, even those slight gaps don't overshadow the business value we have found using this product.
What problems is the product solving and how is that benefiting you?
Scaling data quality coverage through Anomalo's automated checks and providing our business users a self-service platform for managing their own detective data quality controls.
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