In 2010, clinical workflows, scheduling, billing, and capacity oversight relied heavily on manual processes—closed spreadsheets, handwritten notes, and siloed systems. Patrice Gilbert, Petal’s Founder and CEO, saw these inefficiencies as barriers to timely, effective care.