--- title: Ultranauts Data & Software Insights (2) description: Data and Software Quality Insights from the Team at Ultranauts. (2) --- [![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) January, 31 2023 ## [Is Data Really Your Greatest Asset?](https://info.ultranauts.co/blog/is-data-really-your-greatest-asset) This is Part 1 in a series about actionable ways to start treating your data like an asset. 0 Comments [Click here to read/write comments](https://info.ultranauts.co/blog/is-data-really-your-greatest-asset#comments-listing) [ Read More](https://info.ultranauts.co/blog/is-data-really-your-greatest-asset) January, 19 2023 ## [ChatGPT’s Lessons about Data Quality: Validity ≠ Accuracy](https://info.ultranauts.co/blog/chatgpt-and-data-quality) “Any sufficiently advanced technology is indistinguishable from magic.” - Arthur C. Clarke 0 Comments [Click here to read/write comments](https://info.ultranauts.co/blog/chatgpt-and-data-quality#comments-listing) [ Read More](https://info.ultranauts.co/blog/chatgpt-and-data-quality) December, 19 2022 ## [Is Your Investment in Data Governance Worth It? Find Out... Test!](https://info.ultranauts.co/blog/is-your-investment-in-data-governance-worth-it-test) The collection of policies, processes, and standards around how your organization captures, manipula\[...\] 0 Comments [Click here to read/write comments](https://info.ultranauts.co/blog/is-your-investment-in-data-governance-worth-it-test#comments-listing) [ Read More](https://info.ultranauts.co/blog/is-your-investment-in-data-governance-worth-it-test) December, 01 2022 ## [Do Data Contracts Require Agreements?](https://info.ultranauts.co/blog/do-data-contracts-require-agreements) With so many ways to quickly incorporate artificial intelligence (AI) and machine learning (ML) into\[...\] 0 Comments [Click here to read/write comments](https://info.ultranauts.co/blog/do-data-contracts-require-agreements#comments-listing) [ Read More](https://info.ultranauts.co/blog/do-data-contracts-require-agreements) November, 22 2022 ## [Data Analyst vs. Data Quality Analyst… What’s the Difference?](https://info.ultranauts.co/blog/data-analyst-vs.-data-quality-analyst-whats-the-difference) Most of us look at reports, dashboards, or Excel spreadsheets to help us make business decisions. Ha\[...\] 0 Comments [Click here to read/write comments](https://info.ultranauts.co/blog/data-analyst-vs.-data-quality-analyst-whats-the-difference#comments-listing) [ Read More](https://info.ultranauts.co/blog/data-analyst-vs.-data-quality-analyst-whats-the-difference) November, 14 2022 ## [5 Secrets to Successful Data Governance](https://info.ultranauts.co/blog/5-secrets-to-successful-data-governance) “Companies with effective information technology (IT) governance have profits that are 20% higher th\[...\] 0 Comments [Click here to read/write comments](https://info.ultranauts.co/blog/5-secrets-to-successful-data-governance#comments-listing) [ Read More](https://info.ultranauts.co/blog/5-secrets-to-successful-data-governance) October, 31 2022 ## [How to Exorcise Your Data Demons](https://info.ultranauts.co/blog/how-to-exorcise-your-data-demons) Happy Halloween! For millennia, demons have been a fixture in superstitions and religions for many c\[...\] 0 Comments [Click here to read/write comments](https://info.ultranauts.co/blog/how-to-exorcise-your-data-demons#comments-listing) [ Read More](https://info.ultranauts.co/blog/how-to-exorcise-your-data-demons) October, 27 2022 ## [Which Data Quality Dimension is Most Important?](https://info.ultranauts.co/blog/which-data-quality-dimension-is-most-important) Data quality can be described as “fitness for use or purpose for a given context or specific task at\[...\] 0 Comments [Click here to read/write comments](https://info.ultranauts.co/blog/which-data-quality-dimension-is-most-important#comments-listing) [ Read More](https://info.ultranauts.co/blog/which-data-quality-dimension-is-most-important) October, 19 2022 ## [Big Data vs. Good Data: The Winner Is…](https://info.ultranauts.co/blog/big-data-vs-good-data-the-winner-is) Data storage used to be really, really expensive. 0 Comments [Click here to read/write comments](https://info.ultranauts.co/blog/big-data-vs-good-data-the-winner-is#comments-listing) [ Read More](https://info.ultranauts.co/blog/big-data-vs-good-data-the-winner-is) [Previous](https://info.ultranauts.co/blog/page/1) [All posts](https://info.ultranauts.co/blog/all) [Next](https://info.ultranauts.co/blog/page/3)   ## 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)