App Ideas
12 app ideas generated from real business problems. Each idea groups related complaints into a product concept with features, target users, and a revenue model.
SafeShift Scheduler
A scheduling platform that ensures minimum shift durations, patient acuity-based assignments, and mandatory break enforcement, reducing burnout and license risks for nurses and therapists.
“As a full-time core staff nurse, I am frequently reassigned or sent home after only 4 hours, which risks patient safety and my license because I cannot provide adequate care in such a short time.”
“A therapist in a skilled nursing facility is burnt out from seeing 12-14 patients per day, up from 8-10, due to administrative pressure to maintain high patient volume, with many patients being inappropriate for SNF care.”
StaffSure
An app to find, vet, and retain reliable employees for home service businesses. It reduces turnover and last-minute gaps through predictive scheduling and competency screening.
“Unable to find reliable employees who can represent the business when the owner is not present.”
“I have clients but no cleaners to perform the work, and I don't know how to find and manage reliable cleaning contractors remotely.”
RehabStaffPredict
An AI-driven scheduling tool designed for small hospital rehab departments to predict staffing needs based on patient acuity and staff availability, reducing burnout and improving patient care.
“A new medical staffing agency owner fears not having enough credentialed nurses and CNAs ready to fill shifts within 2 hours, damaging client relationships.”
“Nurses at HCA hospitals are told to come in hours later than their scheduled start time, then the shift is canceled last minute, without any on-call pay, causing lost income and inability to pick up other shifts.”
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.
“Nurse scheduling is complex due to working hours, FTE, units, day/night shifts, and no clear guidance on what a flawless schedule looks like.”
“Charge nurses manually track patient assignments and charted counts to distribute admissions fairly, a time-consuming and error-prone process.”
AcuityMatch
Addresses the lack of tools to dynamically allocate nursing staff and support roles based on patient acuity and workload in real-time, reducing burnout and overtime.
“Nurse in Endoscopy overwhelmed by insufficient training and being expected to handle multiple roles (admissions, recovery, check-in) in a chronically short-staffed unit.”
“Nurse is doing 75% technician work (cleaning, toileting, bed changes) instead of nursing tasks, with no help from unresponsive techs, causing burnout and late medications.”
StaffCost Optimizer
An app that helps property owners and managers model the cost-benefit of hiring in-house maintenance staff vs. outsourcing, based on unit count, work order volume, and labor costs. It also provides oversight tools for work order delegation and dispute resolution.
“New property manager struggles to direct a combative maintenance supervisor who refuses to handle certain tasks, claiming they are not his job.”
“Property owner with 86 units is unsure at what portfolio size to hire a full-time maintenance employee, currently lacking a structured decision framework.”
SpedFlex: Smart Staffing
Automates real-time reassignment of special education staff when students are absent and calculates required paraeducator ratios based on IEP support levels.
“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.”
“Special education administrators struggle to efficiently find and hire qualified special education staff due to a proliferation of staffing agencies.”
MedPass SafeStaff
An intelligent scheduling tool that ensures safe nurse-to-patient ratios specifically during medication pass in skilled nursing facilities. It uses real-time workload data to dynamically adjust assignments, preventing burnout and errors.
“Nurses in skilled nursing facilities are overwhelmed by high patient-to-nurse ratios during medication pass, leading to non-stop work and feeling like 'spinning out in the mud'.”
“Nursing home and long-term care nurses face chronic underfunding, poor staffing quality, and heavy reliance on continuous education and picking up slack from others.”
ShiftWise Delegation
An app that optimizes shift scheduling to avoid overtime penalties and FTE violations, while facilitating effective task delegation to reduce nurse workload.
“A new RN struggles to delegate tasks to CNAs in a busy SNF, leading to burnout, delays in charting, and conflict with staff.”
“ER night shifts are dangerously understaffed (2 RNs for 14 beds) with no reliable backup plan when patient volume spikes.”
LiftShift Triage
An app that helps healthcare facilities automatically triage patient handling tasks between physical therapists and nursing staff based on complexity and clinical necessity, eliminating role confusion and reducing non-billable work.
“Physical therapists are called for patient lifting tasks that could be done by nursing staff, wasting PT's time on non-billable or low-value transfers.”
“Physical therapy practice owners struggle to find experienced front desk staff and lack time to train new hires, causing constant operational disruptions.”
RT On-Demand Staffing
Addressing the gap in overnight respiratory therapy coverage by providing on-demand, in-person respiratory therapist support through a mobile staffing pool, ensuring patient safety and reducing nurse workload.
“Nurses face increased workload and disrupted patient care flow when overnight respiratory therapist coverage is replaced with virtual support, adding respiratory duties to already stretched nursing staff.”
“Respiratory therapists are being removed from night shifts at Mayo Clinic sites and replaced with nursing staff and virtual RTs, causing concern about patient safety and role erosion.”
Shift Saver
Automate finding replacement workers when employees call in sick, reducing downtime and candidate disengagement. Streamlines manual outreach and on-call pool management.
“Business owners lack an efficient, automated process to find replacement workers when an employee calls in sick at the last minute, relying on slow manual outreach.”
“Difficulty maintaining adequate staffing coverage with on-call substitutes when scheduled employees cannot work.”