Explore Problems & App Ideas
Search and filter 133 real business problems from workers across every industry. App ideas group related problems into buildable product concepts.
App Ideas (5)
View allSafeMedic: Nurse Safety Companion
New nurses face high risks of medication errors and needlestick injuries with inadequate support. An app providing real-time medication verification, incident reporting, and post-injury guidance can reduce harm and ensure safety compliance.
“Nurses need a reliable way to ensure the medication amount removed from the dispensing system matches the administered dose to avoid discrepancies.”
“New grad nurse accidentally sticks herself with a needle used on a patient and struggles with the lack of immediate guidance and a streamlined reporting and testing process.”
RehabGuard
Empower physical therapists to ensure patients follow post-operative protocols safely at home, reducing complications like scar tissue and re-injury. Purpose-built for patient safety management in health, wellness, and beauty.
“New grad physical therapist needs a data-driven method to determine the safe and effective amount of force to apply during passive range of motion (PROM) for post-op TKA and frozen shoulder patients.”
“Patients refuse to try exercise and demand manual therapy, making it difficult to treat root causes.”
DenialDeflect for Therapy
An AI-powered app that predicts insurance denial risks for therapy visits and automates appeals with tailored medical justification, reducing denials and saving clinicians hours of paperwork.
“Insurance denies medically necessary visits and equipment for pediatric patients, forcing clinicians to waste time on appeals and settle for inadequate care.”
“Insurance company denied coverage for a patient's 7th therapy visit despite ongoing functional limitation (cannot climb stairs), and the appeals process is complex and often overturned decisions are re-issued.”
Patient Safety Radar
An app that helps nurses synthesize patient data and prioritize care in real-time to prevent missed deterioration. It addresses gaps in EHR systems by providing actionable insights rather than just documentation.
“A nurse struggles to prioritize care for 34 patients with multiple diagnoses and unpredictable acute issues due to inadequate medical history documentation and unclear prioritization systems in a skilled nursing facility.”
“Nurses struggle to ensure timely vital sign checks for post-op patients due to chaotic shift transitions, unclear documentation, and high patient loads, risking patient safety and legal liability.”
TubeGuard Reposition
Nurses lack a safe, evidence-based way to manage feeding tubes and pumps when repositioning patients in bed. Current protocols are unproven and create confusion, risking tube dislodgement or pump interference.
“Nurses lack a safe way to reposition patients in bed without risking accidental dislodgement of the feeding tube or pump interference.”
“Pausing a feeding pump for a few seconds while repositioning a patient is a pointless ritual that does not meaningfully prevent aspiration, yet is mandated by protocol.”
Individual Problems
NeoO2 Guide
NICU nurses are unclear about whether oxygen from the wall is 100% FiO2 and whether transitioning chronic lung patients from high-flow nasal cannula to low-flow off the wall is appropriate.
LineGuard IV
Nurses lack a safe, efficient method to reuse IV secondary lines between incompatible medications without risking contamination.
IV LineSafe Flush
Nurses need a reliable way to prevent medication incompatibility when using the same IV line for multiple drugs, but current practice of discarding dedicated secondary tubing is wasteful and costly.
CliniHear Pro
A nursing student with hearing aids fears that her hearing loss will cause errors in clinicals and wonders if she can succeed in the profession.
CleanEntry Pro
Healthcare workers lack a simple, consistent entry routine to prevent germ contamination after shifts.
SafeWard Pro
Psychiatric hospital staff face severe safety risks due to absence of security personnel, understaffing, and administrative negligence in managing violent patient incidents.
SitterDoc Pro
Psychiatry worker lacks staff to provide 1:1 patient monitoring and needs documentation of patient status despite no dedicated sitter.
TransferGuide Pro
A COTA needs clear, evidence-based guidance on how to train a patient with a right above-knee amputation to safely transfer from wheelchair to toilet, including hand placement and technique.
SafeScan Nurse
New nurse lacks patient identification and medication safety protocols in nursing home, risking medication errors.
EvidenceBase Policy Sync
Healthcare workers at a facility are confused about a policy change that stopped requiring pausing feeding pumps when repositioning patients in bed, as it contradicts prior training.
FeedSafe Protocol
Pausing a feeding pump when repositioning a patient in bed is a ritualistic, unsupported practice that wastes nursing time.
SafeLine Reposition
Nurses lack a safe way to reposition patients in bed without risking accidental dislodgement of the feeding tube or pump interference.
AspirationGuard
Pausing a feeding pump for a few seconds while repositioning a patient is a pointless ritual that does not meaningfully prevent aspiration, yet is mandated by protocol.
NurseSupervisor Pro
RN supervisors at rehab or nursing facilities are responsible for 40-50 patients with high liability and insufficient support, while handling admissions and assessments alongside LPNs who provide direct care.
ForceGuide PROM
New grad physical therapist needs a data-driven method to determine the safe and effective amount of force to apply during passive range of motion (PROM) for post-op TKA and frozen shoulder patients.
StickSafe Nurse
New grad nurse accidentally sticks herself with a needle used on a patient and struggles with the lack of immediate guidance and a streamlined reporting and testing process.
DryGrip OR
A nurse with hyperhidrosis worries that excessive hand sweating will interfere with sterile glove donning in the OR, compromising sterility.
SafeSession Shield
Therapist repeatedly gets norovirus from a client who drools heavily, unable to protect herself without damaging rapport.
SafeAssign Shield
Nurses cannot legally refuse unsafe patient assignments without fear of being reported for patient abandonment, even when understaffing creates dangerous conditions.
RestraintSafe
Nurses in psychiatric facilities experience extreme stress and fear of losing their license due to incomplete documentation of patient restraint reassessments during busy shifts.
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