Explore Problems & App Ideas
Search and filter 163 real business problems from workers across every industry. App ideas group related problems into buildable product concepts.
App Ideas (6)
View allSafePath: Emergency Escalation
An app that helps nurses document and escalate critical patient deterioration events, bypassing harmful hierarchical delays, while providing rapid access to emergency equipment and protocols. It ensures clinical judgment is prioritized and unsafe policies are transparently reported.
“Nurses lack a clean, portable surface to safely carry individual patient medications and supplies, forcing them to either bring the entire medication cart into rooms or improvise with pockets and inappropriate surfaces.”
“Nurses need a reliable, low-effort way to verify correct IV line setups and infusion pump programming at shift handoff to prevent medication errors without relying solely on manual tracing.”
SafeMedic: 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.
“A new grad nurse made a medication error and a diet reporting error due to being overwhelmed with high patient load, and now faces a Board of Nursing investigation with no support, retraining, or clear communication.”
“Nurses need a reliable way to ensure the medication amount removed from the dispensing system matches the administered dose to avoid discrepancies.”
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.”
“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.”
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 post-knee surgery are terrified of movement and fail to follow prescribed rehab protocols due to pain and lack of guidance.”
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 is distressed by a bedside incision and drainage procedure performed without adequate pain management, clear communication, or proper specimen labeling.”
“Nurses in high-stress medical-surgical units struggle to maintain situational awareness and identify critical patient deterioration signs due to being overwhelmed by endless tasks and documentation requirements.”
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 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.”
“Insurance denied coverage for a patient's physical therapy visit due to reviewer inconsistency and unclear criteria, despite the patient still having functional limitations.”
Individual Problems
HealthScreen Daily
Teachers struggle with parents sending sick children to school, forcing unwelcome responsibility to police health and risk administrative conflict.
ColonizationCare Protocol
Hospitals lack a clear protocol for managing C. diff colonization (PCR positive, toxin negative), leading to unnecessary isolation and confusion over testing.
ProcedureFlow
A nurse is distressed by a bedside incision and drainage procedure performed without adequate pain management, clear communication, or proper specimen labeling.
HealGuard Waterproof Shield
Healthcare workers with hand injuries cannot keep bandages on due to frequent hand washing, impeding healing.
VitalCheck Integrity
A medical assistant falsifies blood pressure readings, compromising patient safety, and management ignores repeated reports.
CorSafe Alert
Nurses are unaware of and untrained on the risk of vial coring when drawing up medications with blunt needles, potentially leading to patient harm from glass fragments.
CareGuard ALF Oversight
Assisted living facilities that don't accept Medicare/Medicaid lack oversight, leading to unsafe staffing and patient care.
MedSchedule Clarifier
Ambiguous medication timing orders (e.g., BID interpreted as 0900/1700 vs Q12H 0900/2100) cause dangerous scheduling errors and staff conflict.
VitalSign Guard
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.
GentleCare Bath
CNA needs a way to safely and legally bathe a dementia patient who refuses showers without physical restraint or causing distress.
WoundSnap & Track
Wound care nurses struggle to increase documentation compliance and reduce hospital-acquired pressure injuries (HAPIs) due to lack of actionable data and efficient tools for skin assessment and photo documentation.
MedTest Accommodator
Type 1 diabetic NCLEX test-takers need to bring medical devices (CGM, insulin pump) and supplies into a restricted testing environment with unclear accommodation policies.
StepSafe Monitor
Stepdown unit nurses are required to manage ICU-level patients with titratable drips and high oxygen requirements without adequate monitoring equipment or staffing.
ProNeedle Table Tilt
Dry needling posterior neck is difficult without a high-low table or face hole, causing patient neck extension and suboptimal positioning.
SNF Staff Training Mobile
Occupational therapists are forced to spend entire sessions on diaper changes and patient transfers, billing them as skilled therapy, because nursing staff are unwilling to attend training on proper patient handling.
LiftSafety Pro
Physical therapists are expected to lift patients by default, leading to high back injury rates without proper support or tools.
ClaimShield Pro
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.
AuthFlow Pro
Insurance denies medically necessary visits and equipment for pediatric patients, forcing clinicians to waste time on appeals and settle for inadequate care.
AuthShield Denial Preventer
Insurance denied coverage for a patient's physical therapy visit due to reviewer inconsistency and unclear criteria, despite the patient still having functional limitations.
AppealAssist Pro
Insurance denied coverage for a physical therapy patient after only 6 visits, despite the patient still being unable to climb stairs safely, requiring time-consuming peer-to-peer appeals.
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