7,483 Real Problems That Need Software — Pick One and Build

“Amazon DSP drivers face surveillance and impossible delivery quotas under one-day shipping, with limited support from DSP owners.”

“Delivery drivers are pressured to complete routes despite safety hazards, with no effective tool to log or escalate safety concerns without fear of retaliation.”

“Physical therapists are underpaid because reimbursement codes are time-based and do not differentiate skill level, penalizing efficiency and expertise.”

“Physical therapists cannot increase their pay through specialization because billing codes and insurance reimbursement rates do not differentiate between general and specialized care.”

“Clinical director of a rehab department struggles with constant staffing shortages while also treating patients, making the role highly stressful.”

“L&D and postpartum nurse staffing ratios are inefficient and not based on data, leading to operational challenges.”

“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.”

“Patients post-knee surgery are terrified of movement and fail to follow prescribed rehab protocols due to pain and lack of guidance.”

“Dispatcher pressures driver to continue driving beyond legal hours-of-service limits without guaranteed parking, risking HOS violations.”

“Truck driver considering owner-operator model is overwhelmed by time-consuming tasks of finding loads, negotiating rates, and managing broker communications while driving.”

“Physical therapists need a way to automate patient scheduling, especially after hours, but are hesitant about adopting AI tools.”

“Small private practices without full-time front office staff need an AI scheduling solution to handle patient bookings without hiring additional personnel.”

“The cost and difficulty of getting licensed in another state is excessive and feels like a scam.”

“High costs and fees associated with obtaining and renewing professional licenses across multiple states are seen as exploitative and burdensome.”

“The trucking industry is fragmented and chaotic, leading to low pay for long hours, high fuel costs, and constant haggling with brokers for insufficient rates.”

“Truck drivers are not compensated for all their on-duty hours, leading to significant dissatisfaction and industry instability.”

“Insurance denies medically necessary physical therapy visits, forcing therapists to perform extra re-evaluations and paperwork to justify continued care.”

“Insurance denial of patient visit due to inadequate documentation of functional deficits, requiring time-consuming justification.”

“Workers must undergo redundant fingerprinting and background checks when getting licensed in a new state, even for the same individual, due to separate government entities requiring their own checks.”

“High costs and unnecessary fees for obtaining a professional license in another state.”

“Small practice personal injury and mobile physical therapy businesses struggle with collecting payment and dealing with clients who never pay.”

“Salon owners lose revenue when customers refuse to pay the remaining balance after services are completed.”

“Night-shift nurse struggles to act on abnormal lab results because on-call physicians refuse to handle non-emergent care overnight, leaving proactive patient management undone.”

“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.”