Explore Problems & App Ideas
Search and filter 117 real business problems from workers across every industry. App ideas group related problems into buildable product concepts.
App Ideas (3)
View allDocuPT: 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 are overwhelmed by a high volume of evaluations (3-8 per day) and must complete documentation on their own unpaid time, reducing job satisfaction and work-life balance.”
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 struggle to document medication administration on time due to overwhelming multitasking and constant interruptions in a fast-paced clinical environment.”
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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