Explore Problems & App Ideas
Search and filter 128 real business problems from workers across every industry. App ideas group related problems into buildable product concepts.
App Ideas (5)
View allNurseCompanion: Real-time Clinical Decision Support
New graduate nurses often feel overwhelmed, anxious, and unprepared, particularly in high-stakes situations like deciding when to escalate to a physician, managing difficult patient interactions, or handling behavioral crises. There is a lack of accessible, real-time, decision-support tools tailored to their needs that provide psychological reassurance and structured guidance.
“A new nurse is anxious about shift preparation due to fear of the unknown and potential medical errors.”
“Non-psych nurses lack training and tools for managing complex milieu crises on behavioral health wards, including prolonged de-escalation and post-crisis stabilization.”
TheraFlow Supervisor
An opportunity to create a tool that helps physical therapy clinical instructors manage high concurrent patient loads while integrating student supervision, reducing burnout and unpaid overtime. This addresses the gap where current software focuses on scheduling/billing but not real-time workload balancing in busy rehab settings.
“A physical therapist is concerned that an outpatient clinic is re-admitting recently discharged patients with new scripts, which they view as overutilization without a documented decline or new incident.”
“A physical therapist in a rehab mill struggles to balance high concurrent patient loads and group sessions while trying to provide quality clinical instruction to a student, resulting in exhaustion and unpaid overtime.”
DocuPT: Rapid PT Evaluations
An app that streamlines physical therapy evaluation documentation using AI and voice-to-text, reducing charting time by 50%. It syncs with EMR systems to help PTs complete notes during work hours, improving work-life balance.
“New grad home health therapist struggles to fill 4-unit visit when patient improves quickly, unsure how to justify longer session or use remaining time.”
“Physical therapists spend 30-40 minutes per patient on evaluation documentation, often completing it at home after hours, impacting work-life balance and efficiency.”
ChartFlow Nurse
New nurses struggle with inefficient, time-locked charting in EHRs, causing workflow disruption and reduced patient care time. There is a need for a mobile tool that guides real-time documentation and captures tasks on-the-go.
“New graduate nurse struggles with inefficient charting that delays completion of assessments, taking away from patient care and personal time.”
“New nurses in fast-paced surgical oncology step-down units struggle to remember and document all completed and pending tasks due to constant interruptions and charting system issues.”
ChartFlow AI
Streamline chaotic emergency department charting by automating redundant data entry and providing smart, real-time suggestions. The app reduces nurse burnout and frees time for patient care.
“Nurses struggle to document medication administration on time due to overwhelming multitasking and constant interruptions in a fast-paced clinical environment.”
“Night-shift healthcare providers lack nursing support and rarely receive responses from doctors for patient education requests.”
Individual Problems
ReEntryRN
Nurse with outdated acute care experience struggles to re-enter bedside nursing due to stringent recency requirements and lack of accessible transition programs.
AdmitCheck Pro
Charge nurse lacks a systematic checklist to assess admission appropriateness, risking inappropriate admissions and patient safety.
TubingGuard Protocol
Nurses lack a clear, consistent protocol for when IV tubing must be replaced after disconnection or stagnation, leading to material waste and confusion.
RehabRx Protocol Guide
Clinicians need a reliable, evidence-based set of post-operative stretches for TKA and THA patients in the first 4 weeks.
MedCup One-Flow
Nurses struggle to dispose of liquid medication waste from medication cups without making a mess or touching contaminated cups.
OrthoNote AI
High documentation time and denial rates in a small ortho clinic using an old EMR.
ShiftSafe Handoff
Nurses lack clarity on responsibility for admitting a patient arriving close to shift change, especially when a non-assigned nurse took the phone report but did not see the patient.
SmoothGlide IV Catheter
Catheters for IV insertion are stuck tightly on the needle out of the package, making it difficult to slide the catheter down smoothly during venipuncture.
TherapyInsight Analytics
Force plates are expensive and it is unclear whether they provide actionable clinical value for day-to-day therapy with amateur athletes.
LabrumCare Opt
Rehabilitation outcomes for small labrum tears in the shoulder are inconsistent, with no clear tool to predict which patients will succeed with physical therapy versus requiring surgery, or to prevent persistent pain after surgery.
DonorAlert Pro
Nurses in a trauma ICU miss 25-40% of timely referrals to organ donation program due to workflow gaps despite 100% post-death calls.
WorkupWise
ER physicians are performing unnecessary full workups on patients with minor conditions like URI, leading to high costs.
ChartFlow AI
New graduate nurse struggles with inefficient charting that delays completion of assessments, taking away from patient care and personal time.
NurseTask Flow
New nurses in fast-paced surgical oncology step-down units struggle to remember and document all completed and pending tasks due to constant interruptions and charting system issues.
DoseCheck Oncology
Oncology nurses need clarity on whether to base chemo dose adjustments on the mg/m² calculation or the prescribed dose, and there is no standardized protocol or tool to resolve the ambiguity.
ChartRealTime
Hospital requires nurses to chart patient assessments, I&Os, and restraints exactly on the hour rather than in real time, causing workflow disruption and confusion.
ChartQuick Orientation
Travel nurses worry about unfamiliar charting systems and procedures when working at new facilities through staffing apps.
RhythmMentor: Telemetry Tutor
New grad RN on cardiac stepdown floor feels inadequate interpreting EKGs and telemetry rhythms despite having solid base from school.
TheraNote Continuity
Inconsistent and inaccurate patient assessment documentation from previous clinic leads to incorrect baseline and treatment plan.
PTA Clinical Coach
New grad PTA lacks affordable continuing education resources to learn diagnoses, exercises, and patient education for outpatient orthopedics.
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