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
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.
WoundCare Workflow Pro
Wound care nurses at new hospital refuse to take photos or perform wound care, leaving bedside nurses to manage wound vacs and ostomies alone.
OxyGuide Clinical Decision Support
Inconsistent protocols for prolonged NRB mask use in rural vs. urban hospitals create safety concerns and clinical uncertainty.
CrisisGuide Pro
Non-psych nurses lack training and tools for managing complex milieu crises on behavioral health wards, including prolonged de-escalation and post-crisis stabilization.
DiastasisPro
PTs lack a standardized, evidence-based protocol for treating low back pain patients with chronic diastasis recti, leading to inconsistent care across therapists.
Sentio Clinical Instinct Trainer
New nurses feel terrified of missing a crashing patient due to a gap between textbook knowledge and bedside critical decision-making, especially in high-stress situations like calling a dismissive physician at 3 AM.
ProtocolCheck Pro
A urology fellow argued against using a Foley catheter for hydronephrosis, contradicting standard practice and causing confusion for the nurse.
ProtocolCompass
Inconsistent standards across healthcare facilities for pain management sedation protocols for intubated patients, causing confusion and potential safety risks for nurses on travel assignments.
OrderGuard Clinical Prioritizer
Nurses in busy ICU settings miss or overlook critical orders because they are jumbled with duplicates and conflicting instructions across multiple providers, with no clear prioritization or notification.
PICC Draw Pro
Uncertainty about proper blood draw procedure from PICC line and concern that initial flush may dilute the sample.
Want to go deeper?
Sign up to save ideas, run AI analysis, and track opportunities in your personal workspace. Founding members get full access.
Join Beta