Explore Problems & App Ideas
Search and filter 29 real business problems from workers across every industry. App ideas group related problems into buildable product concepts.
App Ideas (1)
View allIndividual Problems
ClinFlow Scheduler Pro
A PTA at ATI is overwhelmed by being triple-booked and forced to do front desk work, unable to provide quality patient care.
FlexiRN Per Diem
In the DMV area, there are very few inpatient per diem jobs for ICU nurses, and existing PRN positions often require two shifts per pay period instead of the more flexible schedule found in Texas.
DischargeFlow
Inpatient rehab staff struggle with scheduling patients' post-discharge follow-up appointments, often handling tasks that families will need to redo or coordinate themselves.
Auto-FollowUp
Healthcare providers are forced to personally call patients to schedule follow-up appointments, wasting staff time on a task patients could do themselves.
SurgiFlow Optimizer
Charge nurses at a busy Level 1 trauma center are forced to use an AI-driven scheduling tool (iQueue) that they distrust due to lack of transparency about patient data security and perceived threat to professional autonomy.
NurseShift Planner
Nurses struggle to manage personal life when schedules are unpredictable or last-minute.
ShiftPlan Pro
Nurses struggle to manage their personal lives because work schedules are posted only 4-6 weeks in advance, making it hard to plan ahead.
ShiftGig Nurse
A CNA in a rural hospital is burnt out from mandatory overtime (48-60 hour weeks) due to low hourly pay, and needs a sustainable schedule while pursuing a BSN degree.
ScanSlot Optimizer
Emergency department patients face 10-14 business day waits for non-trauma CT/MRI scans due to limited scanner availability.
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