risk: double-booked staff violates scheduling policy

hint: For next shift, assign new workers; pivot to Murfreesboro, TN (≈35 mi) for Shipping Clerk hires to stay within bonus radius.


event_kind: misplacement

risk: Potential double‑booking of Jamal Ruiz

hint: For the next shift, replace Jamal Ruiz with another qualified Packaging Operator from Nashville (e.g., Luis Ortega) or move his 07:00 slot to a later time to prevent double‑booking.