The outcome
Machine learning-powered intelligent document processing results in higher accuracy of data and faster data
processing. It can also lead to higher customer satisfaction rates, providing more accurate information and
helping companies respond to requests faster and more appropriately.
Intelligent document processing boosts employee productivity, allowing workers to spend more time
on business-critical tasks and less time wading through documents for insights and performing manual
data entry. Automating document workflows reduces data extraction and analysis complexity, allowing
organizations to dedicate less budget and focus less of their resources on these labor-intensive approaches.
Customer success
Nearly 90 percent of US radiologists operate at or over capacity, according to a Mayo Clinic study—and
Rad AI wants to help lighten their workloads. The company trains machine learning models to read detailed
documents for radiologists and automatically summarize results, which physicians use to identify patient
ailments and devise treatment plans. Rad AI chose to migrate its document summary applications from older
GPU-based Amazon Elastic Compute Cloud (Amazon EC2) instances to the latest Amazon EC2 P4d instances
powered by NVIDIA A100 Tensor Core GPUs. By deploying its application on P4d instances, Rad AI improved
its machine learning inference (the process of running live data points into a machine learning model) times
by 40–50 percent, delivering faster, more accurate reports to radiologists and improving patient outcomes.
Thomson Reuters is one of the world's most trusted providers of answers, with teams of experts who bring
together information, innovation, and insights to unravel complex situations for organizations around the
globe. Thomson Reuters has over 150 years of rich, human-annotated data on law, tax, news, and other
segments, and in 2018, the company chose Amazon SageMaker to accelerate its research and development
efforts. Since deploying Amazon SageMaker, Thomson Reuters has been able to take advantage of such
advanced capabilities as on-the-fly answer generation, long text summarization, and fully interactive,
conversational question answering. These capabilities enable Thomson Reuters to build comprehensive
assistive AI systems that can guide users toward the best solution for all their information needs.
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