Data Discovery is currently in Private Preview and is not available for General Availability (GA). It should not be used in production environments, as features and functionality may change before the final GA release.
Introduction
In an era where data privacy is paramount, safeguarding sensitive information in unstructured data has become critical—especially for organizations leveraging AI and machine learning technologies. Data Discovery is a powerful, developer-friendly product designed specifically to address this challenge.
Data Discovery’s Classification Service specializes in the detection of Personally Identifiable Information (PII), Protected Health Information (PHI), Payment Card Information (PCI) within free-text (unstructured) and table-based (structured. CSV) inputs. Unlike traditional data tools, it excels in dynamic, unstructured environments such as chatbot conversations, call transcripts, and Generative AI (Gen AI) outputs.
Harnessing a hybrid detection engine that combines machine learning and rule-based algorithms, Data Discovery offers unparalleled accuracy and flexibility. It empowers teams to perform the following:
Automate chatbot redaction to ensure compliance with privacy regulations.
Perform transcript cleanup for customer service, healthcare, and financial industries.
Enhance GenAI applications by proactively mitigating the risks associated with leaking sensitive information.
Built for developers, architects, and privacy engineers, Data Discovery seamlessly integrates into AI/ML pipelines and Gen AI workflows. Deployment is fast and flexible, with support for both Docker containers and AWS EKS clusters, and interaction via robust, intuitive REST APIs.
Whether you’re building next-generation AI applications or enhancing existing systems to meet evolving data privacy standards, Data Discovery equips you with the tools to discover, classify, and protect sensitive information at scale.