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
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.
ClinEthics Shield
A PTA student is being forced to treat patients unsupervised in violation of regulations, and when they reported it, they were dismissed from their internship and face failing the program despite being ethical.
CareFlow Chart Assist
Nurses are pressured to complete real-time charting, which takes time away from direct patient care and feels wasteful for non-clinical documentation.
CathAssist Pro
A nurse with limited experience performing female catheterizations is unsure if a catheter was correctly inserted, leading to anxiety about patient safety and potential complications.
DoseCalc Pro
Nurses are confused about the clinical rationale for having multiple concentrations of the same IV medication and need clear guidance on dosing calculations.
FluidBalance Dialysis Module
In Epic EHR, the CAPD dialysis flowsheet incorrectly transfers net negative fluid balance to the I/O flowsheet, showing patients losing more fluid than reality.
NXS Clinical
Healthcare professionals juggle multiple disconnected apps for drug lookups, note-taking, exam prep, and shift organization, wasting time and cognitive load.
EvidenceOrtho Decision Engine
Clinician lacks a reliable, evidence-based tool to compare efficacy of shockwave and PRP treatments for specific conditions.
SafeDoc AMA
Nurses lack guidance and education on proper documentation for patients leaving AMA or refusing treatment, leading to inconsistent and incomplete charting.
QuickDoc Nurse
Home health documentation has an insanely steep learning curve, making PRN nursing jobs difficult.
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