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Successful teams focus on the fundamentals first, choose tools that fit their realities, and expand automation only when accuracy and trust remain high. I liked the approach described in the post: prepare the data and processes first, and then implement AI. Many people think AI is a “magic button” that will fix everything instantly. In reality, if the data is messy or suppliers are writing invoices haphazardly, no amount of AI will save the day.


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