TestBench for IBM i
Testing and test data management for IBM i
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Data testing, monitoring and observability platform
iceDQ is a platform for testing, monitoring and observing data pipelines. It automates the testing of data pipelines such as ETL processes and data migrations, sets up checks and controls on production data, and uses AI to detect and report data anomalies.
iceDQ is a commercial product.
rbondade
REVIEW on “iCEDQ” on 2025-07-08 19:02:58ProsiceDQ has significantly help us to monitor data quality and daily ETL workflows, enabling faster and more confident decision-making. The platform allows for quick creation and deployment of hundreds of monitoring rules, with the added benefit of reusing UAT scripts in Production, saving both time and effort. Its centralized repository helps manage and store test scripts in one place, improving organization and maintainability. Before iceDQ, our ETL validation was manual and resource-intensive now, the process is far more scalable and efficient. The tool supports validation at both source and target systems, across a wide variety of databases as well as various different types of file format with structure and unstructure file data, which has improved our testing accuracy. iceDQ’s flexible scripting engine allows for the creation of custom rules tailored to our business needs. Its user-friendly interface caters to both technical and business users, making collaboration easier across teams. Integration with existing data infrastructure has been seamless, reducing disruption during adoption. iceDQ’s support team is responsive and knowledgeable, providing timely assistance whenever issues arise.ConsAs a new user, I am still exploring the tool, and so far, I haven’t encountered any major drawbacks. Occasionally, there are some technical issues or glitches within the tool, but iceDQ’s support team is always quick to respond and resolve them efficiently, minimizing any disruption. Like any enterprise solution, there is an initial learning curve, but overall, the experience has been positive.
RSulke
REVIEW on “iCEDQ” on 2023-06-12 09:42:33ProsNothing ConsI recently had the unfortunate experience of using iCEDQ, and I must say it was a complete disappointment from start to finish.
Overall, my experience with iCEDQ was deeply unsatisfactory. The product itself was plagued with bugs and lacked the promised functionality, while the support provided was slow, unresponsive, and lacked expertise. I strongly advise against choosing iCEDQ as a data testing and quality assurance solution, as it is likely to cause more problems than it solves. There are undoubtedly better alternatives available in the market that offer superior performance and reliable support.