The Real Reason Turnaround Time Keeps Slipping
- Shorouk Mohamed
- Dec 14, 2025
- 1 min read

Core idea: Bottlenecks are invisible until AI exposes them
Turnaround time doesn’t fail at one step—it erodes across many small inefficiencies. Manual prioritization, equipment downtime, unclear ownership, and poor sequencing quietly pile up.
Labgeni uses AI to detect these friction points early and re-balance workloads dynamically.
I’m often asked how elite labs maintain speed without burnout. The answer is not pressure—it’s orchestration.



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