Explore Problems & App Ideas
Search and filter 137 real business problems from workers across every industry. App ideas group related problems into buildable product concepts.
App Ideas (5)
View allTheraFlow 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.”
“Physical therapists in outpatient private practices cannot provide one-on-one care due to insurance reimbursement cuts, forcing them to treat multiple patients simultaneously, which compromises patient outcomes.”
NurseCompanion: 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.”
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.
“Outpatient physical therapist sees 5-6 evaluations per day with 4-6 week follow-up intervals, leading to burnout and inability to provide effective care.”
“Inconsistent and inaccurate patient assessment documentation from previous clinic leads to incorrect baseline and treatment plan.”
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.
“Night-shift healthcare providers lack nursing support and rarely receive responses from doctors for patient education requests.”
“Nurses spend more time on charting than on patient care, leading to delayed clock-out and burnout.”
Individual Problems
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.
NurseFlow: Clinical Task Manager
Nurses struggle to document medication administration on time due to overwhelming multitasking and constant interruptions in a fast-paced clinical environment.
MedTrack Flow
Late medication documentation due to nurse availability is a systemic workflow gap in clinical settings.
VetFlow Clinical Companion
Night-shift ER veterinarian needs easy mobile access to notes, fast customizable drug dose calculator, and a hands-free timer for clinical measurements without using a phone.
VeinMaster Pro
Nurse or phlebotomist struggling to consistently perform successful blood draws, missing veins especially in the hand.
ClinicalConnector Pro
Nurse practitioner and APRN students face high costs and exploitation when paying for preceptor placement services because schools fail to provide adequate clinical placement support.
HandoffFlow Pro
ICU nurse struggles to summarize lengthy patient stays and complex procedures during handoff reports, missing the brief reports from ER.
NurseHandoff Pro
ED nurse needs efficient handoff communication and a centralized patient history view to avoid redundant pages and uncertainty about patient status changes.
TheraDoc Flow
Physical therapists spend 30-40 minutes per patient on evaluation documentation, often completing it at home after hours, impacting work-life balance and efficiency.
NurseBrain Voice
ICU nurse needs a faster, more reliable way to document patient observations during high-census, high-acuity shifts without relying on memory or multiple apps.
TheraFlow Scheduler
Outpatient physical therapist sees 5-6 evaluations per day with 4-6 week follow-up intervals, leading to burnout and inability to provide effective care.
CareHandoff Pro
Incoming shift nurse lacks visibility into patient mobility status and whether heavy lifting equipment was used for toileting, leading to safety risks and inconsistent care.
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