The Allocation Problem No Spreadsheet Solves on Its Own
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How data science turns resource allocation from an argument about opinions into a decision you can actually defend. Continue reading on Medium »
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Title: The Allocation Problem No Spreadsheet Solves on Its Own
URL Source: https://neverforget-1975.medium.com/the-allocation-problem-no-spreadsheet-solves-on-its-own-7e8b4095bd71?source=rss------data_science-5
Published Time: 2026-06-24T21:43:46Z
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# The Allocation Problem No Spreadsheet Solves on Its Own
## How data science turns resource allocation from an argument about opinions into a decision you can actually defend.
[](https://neverforget-1975.medium.com/?source=post_page---byline--7e8b4095bd71---------------------------------------)
[Diogo Ribeiro](https://neverforget-1975.medium.com/?source=post_page---byline--7e8b4095bd71---------------------------------------)
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6 min read
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2 hours ago
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Every organization, at some scale, runs into the same quiet crisis. There are more things worth doing than there are people, hours, and euros to do them. Three departments want the same two engineers. A budget that comfor
URL Source: https://neverforget-1975.medium.com/the-allocation-problem-no-spreadsheet-solves-on-its-own-7e8b4095bd71?source=rss------data_science-5
Published Time: 2026-06-24T21:43:46Z
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# The Allocation Problem No Spreadsheet Solves on Its Own
## How data science turns resource allocation from an argument about opinions into a decision you can actually defend.
[](https://neverforget-1975.medium.com/?source=post_page---byline--7e8b4095bd71---------------------------------------)
[Diogo Ribeiro](https://neverforget-1975.medium.com/?source=post_page---byline--7e8b4095bd71---------------------------------------)
Follow
6 min read
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Every organization, at some scale, runs into the same quiet crisis. There are more things worth doing than there are people, hours, and euros to do them. Three departments want the same two engineers. A budget that comfor
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