--- title: Ultranauts Data & Software Insights | technical debt description: technical debt | Data and Software Quality Insights from the Team at Ultranauts. --- [![Home - Ultranauts Software & Data Quality Engineering](https://info.ultranauts.co/hubfs/Ultranauts%20logo%20white.png "Home - Ultranauts Software & Data Quality Engineering")](https://ultranauts.co/)   - Services - [Data Quality Services](https://ultranauts.co/data-quality-services/) - [Software Quality Services](https://ultranauts.co/software-quality-services/) - [Industry Solutions](https://ultranauts.co/industry-solutions/) - [Inclusive Enterprise™ Program](https://ultranauts.co/inclusive-enterprise/) - [Universal Workplace Training](https://ultranauts.co/universal-workplace-training/) - [Case Studies](https://ultranauts.co/case-studies/) - [Blog](https://info.ultranauts.co/blog/) - About - [Company](https://ultranauts.co/company/) - [Universal Workplace](https://ultranauts.co/universal-workplace/) - [Team](https://ultranauts.co/company/#team) - [Press](https://ultranauts.co/company/#press) - [Jobs](https://ultranauts.co/jobs/) - [Contact Us](https://ultranauts.co/lets-talk/)   ## BLOG ### Subscribe To Our Blog ## What are you interested in? - [DATA QUALITY](https://info.ultranauts.co/blog/tag/data-quality) - [SOFTWARE QUALITY](https://info.ultranauts.co/blog/tag/software-quality) - [UNIVERSAL WORKPLACE](https://info.ultranauts.co/blog/tag/universal-workplace) August, 25 2022 ## [Why You Should Test Your Data Assets and Pipelines, Not Just Your Software UIs and APIs](https://info.ultranauts.co/blog/why-you-should-test-your-data-assets-and-pipelines-not-just-your-software-uis-and-apis) \_\_\_\_\_\_\_\_\_\_ “We’re testing our software . . . a lot. Why should we test our data? Aren’t we doing eno\[...\] 0 Comments [Click here to read/write comments](https://info.ultranauts.co/blog/why-you-should-test-your-data-assets-and-pipelines-not-just-your-software-uis-and-apis#comments-listing) [ Read More](https://info.ultranauts.co/blog/why-you-should-test-your-data-assets-and-pipelines-not-just-your-software-uis-and-apis) [All posts](https://info.ultranauts.co/blog/all)   ## How Can We Help? Ultranauts services can be engaged via retained quality engineering teams or for turnkey projects like quality audits, dataset profiling and analytics validation. Our onshore teams are uniquely equipped to onboard quickly, integrate seamlessly and help you deliver with confidence and on time, every time. [Let’s Talk](https://ultranauts.co/lets-talk/)     - [Company](https://ultranauts.co/company/) - [Team](https://ultranauts.co/meet-the-team/) - [Jobs](https://ultranauts.co/jobs/) 2578 Broadway #602, New York, NY 10025 **Phone:** 212.740.6910 **Email:** [info@ultranauts.co](mailto:info@ultranauts.co) © 2021 Ultranauts ![](https://px.ads.linkedin.com/collect/?pid=2914057&fmt=gif)