Large industries like financial services, logistics, healthcare, and the government still run on paper documents. At Scale AI, we are building adaptive machine-learning models to scale up document processing without putting the burden on the customer. In this Tech Talk, we discuss the challenges inherent in document processing and share our development process from designing new datasets to iterating on model performance.