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
NightShift Nurse Connect
Night-shift healthcare providers lack nursing support and rarely receive responses from doctors for patient education requests.
VeinVue Pro
Nurses and IV team members struggle to consistently find suitable veins for IV insertion in ICU patients, leading to repeated failed attempts and patient discomfort.
LineSafe Pro
Nurses lack clear guidelines on whether a PICC lumen labeled for TPN can be used for medication when TPN is not infusing, leading to patient complications and loss of trust.
VetRelief Hub
Veterinarian is overwhelmed by sole charge responsibilities, lack of training in dental x-rays, and inability to take a break due to visa restrictions, leading to burnout and sleep loss.
PainRelief Snap
Physical therapist feels inadequate when people expect immediate pain relief, as they lack tools to provide instant remote assessment or treatment.
PICCFlow Assist
Healthcare workers struggle to obtain blood samples from PICC lines when blood return is poor or nonexistent.
NotePacer: Smart SOAP Templates
Medical professionals struggle to balance thorough SOAP note documentation with time management, lacking guidelines on optimal detail and dot phrase templates to save time and reclaim personal time.
CareCritical Support
Rural ED nurses have no workplace resources for addressing burnout, trauma, or mental health, despite high exposure to critical incidents and a lack of accessible therapy or debriefing.
CodeTrack
Nurse needs an app to track medication doses and timing during a code blue emergency situation without paper and pen.
SpotCheck Pro
Inconsistent protocols for newborn blood spot collection across hospitals create confusion and quality issues.
ChartFlow RN
Nurses spend more time on charting than on patient care, leading to delayed clock-out and burnout.
QI Ethics Clarifier
IRF therapists face pressure from management to score patients as independent at discharge despite clinical judgment, creating ethical concerns and confusion.
FlowChart Pro
New graduate nurse struggles with knowing when and how to document in a chaotic emergency department, finding the process redundant and unclear.
NurseFlow
Nurses are burned out by excessive, punitive charting that prioritizes billing over patient care and encourages dishonest or minimal documentation.
ClearFlag Clinician
Clinicians lack standardized diagnostic assessment tests to confidently rule out serious pathology or clear red flags in post-motor vehicle accident patients with head and neck complaints.
CliniClass ED
New ED grad is confused by overlapping and ambiguous patient classification categories (ED obs, ED Observation unit, Med Obs) and can't get clear answers from colleagues.
ResolvePT: Personalized Chronic Pain Recovery
Patient with chronic neck pain feels that pain science education alone is insufficient and doesn't lead to resolution of physical tension and pain.
PrecisionNote AI
AI documentation tool captures too much information and makes minor misinterpretations, requiring excessive manual cleanup
AssistBalance Pro
Occupational and physical therapists in home health need a balance assessment tool that accommodates patients using assistive devices, as the standard Berg Balance Scale does not allow devices yet most homebound patients rely on them.
BalanceTest QuickPick
Clinician needs efficient, memorable balance tests for routine outcome measurement in evaluations.
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