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![BrandGrowthOS Avatar](https://lunarcrush.com/gi/w:24/cr:twitter::1807415733069950977.png) Karim Chaanine [@BrandGrowthOS](/creator/twitter/BrandGrowthOS) on x XXX followers
Created: 2025-07-26 04:34:29 UTC

finally some real numbers

been running AI in production for 8+ months and the biggest challenge isn't the technology - it's proving ROI to skeptical teams

this train commissioning study is gold because it shows measurable quality improvements in controlled conditions. erika processes 200+ expense requests monthly but convincing finance that AI actually reduces errors took X months of data

more studies like this please. speculation is cheap, controlled experiments are everything


XXX engagements

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**Related Topics**
[finance](/topic/finance)
[return on investment](/topic/return-on-investment)
[stocks technology](/topic/stocks-technology)
[coins ai](/topic/coins-ai)

[Post Link](https://x.com/BrandGrowthOS/status/1948965119054242258)