Genentech reimagines insights from unstructured data using generative Artificial Intelligence

Genentech developed "Deepsense", an innovative generative AI solution to process and extract insights from unstructured data across various formats like text, PDFs, images, and audio files.

• Addresses challenges of manually processing diverse, unstructured data sources
• Uses AWS services like Amazon SageMaker, OpenSearch Service, and Bedrock
• Enables semantic search, topic modeling, and sentiment analysis
• Leverages large language models to generate insights and summaries
• Ensures data security through encryption and access controls

The solution aims to improve decision-making, patient interactions, and productivity by democratizing access to complex unstructured data through advanced AI technologies.