Data Cleansing: Ensuring Accurate AI Investment ROI

research#nlp📝 Blog|Analyzed: Feb 16, 2026 13:15
Published: Feb 16, 2026 13:12
1 min read
Qiita AI

Analysis

This article from Qiita AI dives into the practical application of AI, focusing on how to accurately measure the return on investment (ROI) of AI implementations. It details a real-world example of using cycle time analysis and data cleaning techniques to assess the impact of AI adoption, demonstrating a solid method for evaluating its effectiveness.
Reference / Citation
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"We've tried cycle time analysis, eliminating outliers using the interquartile range (IQR), calculating the median and average before and after AI implementation, and confirming statistical significance with a t-test."
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Qiita AIFeb 16, 2026 13:12
* Cited for critical analysis under Article 32.