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
NurseEscalate Clinical Decision Support
A new graduate nurse on a med-surg/tele step-down unit lacks clinical judgment to know when a patient's condition warrants contacting the physician, fearing appearing incompetent or causing unnecessary interruptions.
AcuityAdjust
Nurse managing multiple patients on a med-surg floor finds it difficult to safely manage time and attention when one patient requires intensive insulin drip monitoring (Q1 glucose checks, IV fluids, potassium replacement) while also caring for other patients.
CareChange Hub
A nursing student faces resistance from a colleague when trying to change a resident's stoma care system to reduce skin breakdown caused by daily one-piece appliance changes.
ClinicMate Free EMR
Free clinic needs a cost-effective electronic medical records system and prescription handling process for uninsured patients.
VetClinic Connect
Vet student hates corporate practice environment with high patient volume, wants hands-on surgical experience but is stuck in VA role, feeling bored and unfulfilled.
DermaSanitize Pro
A nurse with psoriasis on her hands needs an alcohol-free hand sanitizer alternative that is permitted by hospital policy, as the Purell sanitizer exacerbates her open fissures.
VertigoPro: Canal-Specific BPPV Training
Vestibular therapists are undertrained in diagnosing and treating horizontal canal BPPV, leading to misdiagnosis and ineffective treatment.
SedationTriage Pro
IR nurses and radiology doctors lack a standardized algorithm or decision support tool to determine whether critically ill patients (e.g., requiring fluid resuscitation, blood, or pressors) are stable enough for procedural sedation, and to guide pediatric dosing for sedation drugs.
NeuroPain Decoder
Clinician lacks clarity on whether voluntary muscle contraction works through similar neurophysiological mechanisms as manual therapy or dry needling for pain relief, hindering clinical reasoning.
ClinicSync PT
A small outpatient PT practice owner needs an affordable EMR and billing solution that integrates documentation, scheduling, patient communication, HEP, and AI scribe, with good billing performance and credentialing support.
DialysisTrend Analytics
Unexplained increase in tPA usage for long-term CVC maintenance in outpatient dialysis, raising concerns about potential systemic issues or patient population changes.
WoundCare Scheduler
A nurse in long-term care cannot find time for wound care and dressing changes due to overwhelming med pass and other duties.
NurseRef: Evidence-Based Clinical Protocols
A new nurse in the Philippines lacks access to clear, evidence-based clinical protocols for NGT insertion and is verbally abused when a non-standard technique is expected, leading to emotional distress and unsafe work conditions.
TriageFlow Protocols
ED triage nurses cannot initiate basic orders for labs, imaging, or medications without MD approval, causing long waits for unassigned patients.
SepsisAlert RN
Smaller healthcare facilities without overnight hospitalists need a clear, nurse-driven sepsis protocol that allows immediate action without waiting for physician approval.
ClinicalReaso PT
A physiotherapy graduate lacks a resource to develop clinical reasoning skills for assessment and treatment planning.
Nurse-Physician Communication
RNs who are knowledgeable about patient needs feel constrained by hierarchy and unable to directly suggest specific medications or diagnostic tests to physicians, leading to inefficient workarounds and potential delays in care.
AcuityAssist
Family medicine residents lack the clinical knowledge and confidence to manage high-acuity inpatient cases, leading to delayed or inadequate care.
NurseShield Pro
A new graduate nurse struggles with emotionally draining interactions with irate patients and family members, leading to time mismanagement, delayed care for other patients, and complaints, causing significant emotional distress.
Order-Rx Lab Workflow
Nursing home staff receive stool collection kits from a resident's family without a provider order or facility association, leaving them uncertain whether to collect and mail the sample.
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