Human Labor - "Filebrarians"
 
Increasing labor to manually implement better data organization and naming conventions can be quite effective when the number of people, quantity of data, or data turnover is relatively small. When any of the aforementioned factors significantly increases, the manual method typically compounds the problem set it was attempting to solve creating even more data chaos.
 
Without a plan to address this, the Data Wrangler (Data Management or Data I/O personnel) team continues to increase finding it difficult to find a balance between the need to manage and protect valuable company data, with the needs of the users creating the data. Personality conflicts often arise as the team finds themselves constantly "finger wagging" at non-conforming users.
 
Eventually the size of the data grows and the manual tasks performed by the team become increasingly unmanageable due to sheer size and complexity.