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Science
Data analytics

Clarifying data science tasks in research operations

Reduced clarification effort per week: Clarification effort down from 160 to 70 hours per week
Lead time until analysis starts: Median reduced from 3 days to 1 day
Implementation time: 3-6 months

Science
IT-Service-Management

Managing changes in research IT clusters

Time spent coordinating changes: Reduced by around 40 percent
Share of unplanned rollbacks: Down from about 8 to 4 percent
Implementation time: 3-6 months

Science
Data analytics

Analysis protocols in the data lab

Time saved on writing protocols: around 33 percent less time
Time spent on replication requests: from 1.5 to 0.5 hours per request (around 67 percent less)
Implementation time: 6-12 weeks

Science
Data analytics

Consolidating requirements in research projects

Missed requirement deadlines: Reduced by around 70 percent
Processing time per requirement: Reduced from 60 to 30 minutes
Implementation time: 3-6 months