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The thing finance devs want from AI isn't faster answers. It's defensible ones.
Take Apple's Q3 2025 revenue.
Ask any AI and you'll get three different numbers:
→ Fiscal Q3, ending June
→ Calendar Q3, ending September
→ Or either of those, converted to EUR
Same question.






