A physical therapy clinic lacks transparent patient volume forecasting and staffing optimization, leading to chronic overbooking and staff burnout with no mechanism to justify more clinician hours.

Workarounds Described

• CD manually controls scheduling without sharing forecasting method
• Staff struggle to understand why hours aren't increased despite tripled patients

Implied Software Gaps

• Automated patient volume forecasting and staffing optimization tool for outpatient therapy clinics

CliniFlow Staff Optimizer

An analytics-driven workforce management platform for physical therapy clinics that forecasts patient volume, visualizes overbooking risks, and automatically recommends staffing adjustments to match demand. It replaces opaque, manual scheduling with data-backed transparency, giving therapists and OSS tools to advocate for more hours based on real-time clinic metrics.