--- title: | Maria Ciceri --- [Skip to content](https://blog.ecometrix.se/ecometrix-ab-blog/author/maria-ciceri#main-content) ![Original](https://blog.ecometrix.se/hs-fs/hubfs/Original.png?width=4096&height=1478&name=Original.png) [linkedin-in icon](https://www.linkedin.com/company/ecometrix-sweden/) [Follow us on Facebook](https://www.youtube.com/@EcometrixOfficial) [Follow us on Facebook](https://bsky.app/profile/ecometrix.se) [Follow us on Facebook](https://ecometrix.se/en/) # Ecometrix Blog [![](https://blog.ecometrix.se/hubfs/Imported_Blog_Media/developers-brainstorming-ideas-looking-code-computer-screens-asking-feedback-from-senior-developer-while-intern-joins-discussion-junior-programmers-c.jpg)](https://blog.ecometrix.se/ecometrix-ab-blog/2026/03/25/from-clean-data-to-business-value-where-machine-learning-actually-delivers) [Insikter](https://blog.ecometrix.se/ecometrix-ab-blog/tag/insikter) ## [From Clean Data to Business Value: Where Machine Learning Actually Delivers](https://blog.ecometrix.se/ecometrix-ab-blog/2026/03/25/from-clean-data-to-business-value-where-machine-learning-actually-delivers) [Maria Ciceri](https://blog.ecometrix.se/ecometrix-ab-blog/author/maria-ciceri) Mar 26, 2026, 11:06:59 AM 25 mars 2026 Now that the data is cleaned and ready, it is easy to assume the hard part is done. The... [Read more](https://blog.ecometrix.se/ecometrix-ab-blog/2026/03/25/from-clean-data-to-business-value-where-machine-learning-actually-delivers) [![](https://blog.ecometrix.se/hubfs/Imported_Blog_Media/notebook-used-by-ai-it-experts-close-up-1.jpg)](https://blog.ecometrix.se/ecometrix-ab-blog/2026/03/02/the-invisible-work-behind-reliable-ai) [AI](https://blog.ecometrix.se/ecometrix-ab-blog/tag/ai), [Aktuellt](https://blog.ecometrix.se/ecometrix-ab-blog/tag/aktuellt), [Insikter](https://blog.ecometrix.se/ecometrix-ab-blog/tag/insikter), [Climatedata](https://blog.ecometrix.se/ecometrix-ab-blog/tag/climatedata), [Miljödata](https://blog.ecometrix.se/ecometrix-ab-blog/tag/milj%C3%B6data) ## [The Invisible Work Behind Reliable AI](https://blog.ecometrix.se/ecometrix-ab-blog/2026/03/02/the-invisible-work-behind-reliable-ai) [Maria Ciceri](https://blog.ecometrix.se/ecometrix-ab-blog/author/maria-ciceri) Mar 4, 2026, 2:04:48 PM 2 mars 2026 When people think of artificial intelligence, they imagine a sophisticated model crunchi... [Read more](https://blog.ecometrix.se/ecometrix-ab-blog/2026/03/02/the-invisible-work-behind-reliable-ai) --- [![Ecometrix - datadriven transformation](https://blog.ecometrix.se/hs-fs/hubfs/Transparent-4.png?width=4096&height=1478&name=Transparent-4.png "Ecometrix - datadriven transformation")](https://blog.ecometrix.se/) Drottninggatan 94, 111 36 Stockholm, Sweden Copyright © 2025,