Best AI Development Platforms for Amazon Textract

Amazon Augmented AI (Amazon A2I) simplifies the creation of workflows necessary for the human evaluation of machine learning predictions. By providing an accessible platform for all developers, Amazon A2I alleviates the burdensome tasks associated with establishing human review systems and overseeing numerous human reviewers. In various machine learning applications, it is often essential for humans to assess predictions with low confidence to confirm their accuracy. For instance, when extracting data from scanned mortgage applications, human intervention may be needed in instances of subpar scans or illegible handwriting. However, developing effective human review systems can be both time-consuming and costly, as it requires the establishment of intricate processes or workflows, the development of bespoke software for managing review tasks and outcomes, and frequently, coordination of large teams of reviewers. This complexity can deter organizations from implementing necessary review mechanisms, but A2I aims to streamline the process and make it more feasible.

Create automations and handle exceptions using simple, intuitive language. With Kognitos, you can seamlessly automate tasks involving both structured and unstructured data, manage large volumes of transactions, and navigate complex workflows that often pose challenges for conventional automation solutions. Traditionally, processes that deal with exceptions, such as those requiring extensive documentation, have presented significant hurdles for robotic process automation due to the extensive initial work needed to incorporate exception management. However, Kognitos revolutionizes this by empowering users to instruct automation on how to address exceptions through natural language communication. This approach mimics the way we would naturally teach each other to solve problems and manage anomalies, using intuitive prompts that keep humans at the helm. Now, automation can be refined and developed much like training a human, utilizing shared experiences and practical examples to enhance its capabilities effectively. This innovative method not only simplifies the automation process but also fosters a collaborative environment where users feel more engaged and in control of the technology.