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
SafeDischarge Alert
Hospital staff face safety and liability risk when a patient who uses IV drugs leaves against medical advice with an IV line still inserted, requiring urgent notification and retrieval.
SafeCARE De-escalation
Healthcare workers lack practical, evidence-based de-escalation tools to prevent assault, as administration only offers generic advice to 'use your words' without effective training.
CareAlert Beacon
Assisted living staff are forced to use their personal phones for the facility's call bell system, causing privacy invasion and stress.
SafeLift Guardian
Healthcare staff lack a safe, standardized method for moving heavy bariatric patients and lack confidence to speak up against resistant senior nurses during unsafe patient handling incidents.
SmartFall AI
Nurses question whether AI or remote sitters are more effective than traditional bed alarms in preventing patient falls.
InfestAlert
Nursing home staff face an unaddressed bedbug infestation despite repeated reports to management and state regulators.
VesselID Coach
A healthcare worker needs a reliable, systematic method to differentiate veins from arteries under ultrasound during peripheral vascular cannulation.
AlarmDistinct Pro
Hospital changed bath room alarms to sound nearly identical to rapid response alarms, causing false alerts and staff distress.
SafeChart Dyslexia Assist
New grad nurse with dyslexia worries that number switching, spelling difficulties, and reliance on verbal orders in the ER will lead to charting errors and patient safety risks.
SafeCount Pro
Pharmacy technicians are stressed and anxious when manually counting medications that cannot be machine-counted, fearing cross-contamination that could harm patients.
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.
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