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Human Error Costs Workers 51 Days Annually
10 Apr
Summary
- Employees lose 51 days yearly due to technology friction.
- 88% of executives believe employees have right tools.
- Clear guidance and embedded AI are needed for adoption.

New research indicates that employees are losing approximately 51 days annually due to technology friction. This significant time loss, equivalent to 7.9 hours per week, stems from poor user experiences and system issues. The problem has reportedly worsened over the past year, despite increased investment in AI technologies.
The core issue identified is not the AI technology itself, but the human element involved in its integration and use. Reports highlight a lack of skills and poor integration strategies as major AI hurdles. Furthermore, inadequate governance and failing policies are leading some enthusiastic workers to utilize unapproved 'shadow' AI tools.
There's a notable disconnect between executive perceptions and employee experiences, with 88% of executives confident in their employees' tools, while only 21% of workers agree. To bridge this gap, companies must prioritize driving adoption of existing AI tools before introducing more. Embedding AI into current workflows and providing clear, actionable guidance to workers are crucial steps for improvement.