iCEDQ Reviews

Easy to use and a great interface. Currently the latest generation has powerful Gen AI capabilities to automate testing and generate test cases. Also, their support is one of the best in the industry.

Nothing specific because with the latest generation product - python support is added with amazing out-of-box reporting capabilities.

The product is solving 2 core use cases in our organization - ETL Testing and Snowflake Data Migration Testing. It has removed dependency on manual testing and also automated the process completely through API and it is well integrated into our CICD pipeline.

iceDQ has been instrumental in our data quality and ETL pipeline reliability. Its comprehensive testing suite effectively covers a wide spectrum of data validation requirements. The intuitive interface seamlessly accommodates both technical and business users.

I particularly value iceDQ's ability to conduct thorough data testing at both source and target systems, encompassing a broad range of databases and offering a flexible script engine for custom validations. This dual-pronged approach has markedly enhanced our data testing efficiency while mitigating error risks. The tool's seamless integration into our existing data infrastructure is an added advantage.

Currently, i am just learning the tool so did not find any major dislike for it.

iceDQ is our data quality lifesaver. Before, finding data errors was like searching for a needle in a haystack. Now, iceDQ automatically spots problems, saving us countless hours of manual checks. This means we can focus on turning data into valuable insights instead of fixing endless errors.

I had a significant migration project and desperately needed a way to quickly automate the comparison of data between source and target tables. iceDQ was easy to learn, and I was able to create regression suites for the sameThe migration involved thousands of table and iceDQ helped to quickly . The import and export functionality of iceDQ helped migrate the same set of test cases/regression suites to different environments, namely SIT, UAT, and PROD. Moreover, iceDQ's reporting feature helped easily report metrics like the number of test cases created , executed etc. Scheduling the regression suite to verify daily loads and automated emails for its failure assisted a lot for eventual data quality improvement. The customer support has been fantastic in helping me solve my queries.

No dislikes as such till now. I have been using it for a few months so too early to tell.

-Testing huge number of tables after migration

- Capability of scheduling

Prior to adopting this software across our environments, we were stuck with manual testing methods that often resulted in errors, especially when dealing with extensive datasets. However, since integrating iCEDQ in all our environments, we have not only saved valuable time but also witnessed a significant boost in productivity.

There were some technical issues during implementation.

Since using iCEDQ we can do large datasets in very little time without any hassle and our accuracy level in Data Quality has increased by a very large percentage.

We adopted iCEDQ for our data migration projects. Its ability to reuse test cases across different environment has reduced our work load of creating repeated test cases. The regression packs in iCEDQ is a powerful feature to run thousands of test cases across UAT and PROD. They have excellent online training and customer support team.

Too early to tell about dislikes but the UI could be better.

Helped us identify discrepancies and anomalies in our datasets.

1. User Friendly Interface

2. Robust Data Testing capabilities

3. Exceptional Support and Documentation.

4. Handles a lot of corner cases brilliantly.