Explore Problems & App Ideas
Search and filter 245 real business problems from workers across every industry. App ideas group related problems into buildable product concepts.
App Ideas (16)
View allShiftEquity
Nurses face arbitrary denial of PTO and unfair distribution of leave, leading to burnout and frustration. There is a need for equitable scheduling that respects preferences, seniority, and advance notice while maintaining staffing requirements.
“Manager denies a single-day PTO request 3 months in advance and mandates 48-hour weeks over holidays, causing employee burnout and frustration.”
“Nurses on units with high seniority cannot get their PTO requests approved because senior nurses' extra PTO hours exhaust the weekly budget, leaving junior nurses to carry over unused PTO.”
FairShift
Schools struggle to balance teaching loads, coverage duties, and student needs, leading to burnout and unfair assignments. An automated scheduling platform can optimize these factors to create fair, efficient schedules.
“Technology and STEM classes in under-resourced schools are often cut or assigned to untrained teachers when staffing changes, leaving students without quality STEM education.”
“Teachers are forced to cover other classes during their prep periods due to staffing shortages, causing loss of planning time and burnout.”
ShiftWise Nurse Staffing
Healthcare facilities struggle with manual, static nurse scheduling that ignores fluctuating patient demand, leading to burnout, turnover, and unsafe staffing ratios. There is an opportunity to create an intelligent scheduling platform that predicts staffing needs, respects nurse preferences, and dynamically adjusts to census changes.
“The ER lacks a fair and systematic patient assignment process, causing new nurses to be overwhelmed with high-acuity patients while others carry lighter loads.”
“A nurse is frustrated that her schedule was unfairly restricted and the scheduler is not processing her coverage swaps in a timely manner.”
TherapyFlow Scheduler
Physical therapy clinics face unpredictable patient volume and burnout from overbooking, while clinicians suffer from inconsistent schedules. An AI-driven platform can forecast demand and optimize staff allocation to balance workloads.
“A physical therapy clinic lacks transparent patient volume forecasting and staffing optimization, leading to chronic overbooking and staff burnout with no mechanism to justify more clinician hours.”
“A home health physical therapist assistant experiences unpredictable and insufficient patient visit counts from staffing agencies, causing financial instability and anxiety.”
AcuitySafe Staffing
A tool to dynamically adjust nurse-to-patient ratios based on real-time patient acuity, preventing unsafe assignments and staff theft across units.
“Nurses are scheduled for shifts without their knowledge or consent, and communication about scheduling is ineffective.”
“Charge nurses manually track patient assignments and charted counts to distribute admissions fairly, a time-consuming and error-prone process.”
PrepGuard: Protect Teacher Planning
Teachers lose planning time due to meetings and inefficient schedules, leading to burnout. They need a system that protects planning blocks and considers their preferences.
“Special education staff need to find meaningful tasks for students with IEPs when their assigned 1:1 student is unavailable, but lack a system to match available students with staff needs in real-time.”
“Elementary teacher's planning blocks are entirely consumed by meetings, leaving no time for lesson planning and preparation.”
Individual Problems
SafeRatio
ER nurse needs clear staffing ratio guidelines for patients on vasopressors, and their charge nurse is not adjusting assignments appropriately.
NurseLoad Optimizer
Nurses on a med surg floor are overwhelmed by high patient ratios (1:6 or 1:8) and heavy workload, lacking a dedicated charge nurse to manage support staff interruptions.
ShiftFlo
An Assistant Director of Nursing is overwhelmed by managing staff schedules, covering gaps, dealing with complaints, and juggling multiple responsibilities, leading to burnout and desire to leave management.
CrossTrain Cover
Single point of failure in month-end accounting due to lack of cross-training and coverage for absences of key staff.
TaskGuard
New grad RN lacks support from PCAs/CNAs, forcing her to neglect critical nursing tasks to perform basic patient care that was delegated to support staff.
VetFlow Schedule
Veterinary surgeon overwhelmed by lack of support, poor scheduling, and unrealistic expectations, leading to burnout and contemplating leaving clinical practice.
FairLoad Crew Tracker
Productive workers in a union construction setting are forced to carry lazy coworkers because management reassigns slackers to them rather than holding them accountable.
NurseFit Decision Tool
Nurses working with vulnerable infants struggle to decide whether to call in sick due to mild symptoms, balancing patient safety, personal health concerns, and workplace reputation.
ShiftSafeguard
Employees receive off-duty contact via group chat messages asking them to pick up shifts, causing intrusions on days off.
ED Staffing Compass
Freestanding ED operators are uncertain if it is feasible or common to employ a physical therapist (PT) part- or full-time.
ReliableCrew Match
Unable to find reliable employees who can represent the business when the owner is not present.
PipeDream Sponsor Connect
Apprentice plumber in Chicago cannot find a sponsor to complete their apprenticeship.
AcuityFlow Infusion
Infusion nurses need a way to manage patient assignments based on acuity while allowing charge nurses to safely handle administrative tasks without taking a full patient load.
ShiftGuard
New CNO ignores PTO requests and adds shifts without notice, causing no-shows and staff frustration.
CleanShield Pro
Starting a cleaning business is hindered by fear of cleaners stealing clients, stealing from properties, not showing up, or doing poor work, with no clear solutions from coaching.
EduStaff Connect
Special education administrators struggle to efficiently find and hire qualified special education staff due to a proliferation of staffing agencies.
GroomerRetain Pro
Grooming business owners struggle to hire and retain groomers who don't try to take clients and start their own competing business.
GroomHire Pro
Dog grooming business owner struggles to properly hire and manage 1099 workers for a mobile grooming business.
ShiftAlign+
2-week night shift rotation makes it impossible to maintain a consistent sleep schedule and enjoy days off, causing severe fatigue and loss of motivation for exercise.
ShiftSwap Nurse
RN on night shift unable to transition to dayshift due to lack of openings, causing emotional distress and schedule exhaustion.
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