Scaling a $200M Giving Initiative with AI: Automating Pledge Card Processing Using AWS Textract

I led the design of an AI-assisted pledge card scanning workflow that allowed staff to process handwritten pledges roughly twice as fast during a $200M giving initiative, while preserving human judgment where it mattered.