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Discover concealed associations in unstructured financial data using Amazon Bedrock and Amazon Neptune.

Portfolio managers in the asset management industry face challenges in identifying secondary and tertiary impacts on their portfolio companies originating at suppliers, customers, partners, or other entities in their ecosystem. This piece illustrates an automated system that combines knowledge graphs and generative AI to help in identifying such risks. The system scans real-time news and…

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Efficient document categorization employing the Amazon Titan Multimodal Embeddings Model.

Businesses can automate the processing of vast quantities of various document formats using intelligent document processing (IDP) solutions powered by AI. These solutions categorize and extract insights from documents, reducing costs and errors and allowing for scalability. A significant aspect of IDP systems is document categorization, which guides the next steps based on the document…

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Utilizing Amazon SageMaker’s geospatial capabilities for the comprehension and forecast of urban heat islands at Gramener.

Gramener, a Straive Company, has developed GeoBox, a solution that employs spatial data and advanced modeling techniques to understand and mitigate the impacts of urban heat islands (UHIs). UHIs, areas within cities that register significantly higher temperatures than rural areas, can lead to a variety of environmental and health issues including increased energy consumption, poor…

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Enhancing Content Moderation using Amazon Rekognition’s Mass Analysis and Personalized Moderation

Amazon Rekognition is designed to easily incorporate image and video analysis into applications, all backed by the robust deep learning technology engine developed by Amazon. The technology does not require machine learning expertise for usage and continuously boosts its system with fresh computer vision features. Amazon Rekognition presents a user-friendly API which can rapidly assess…

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Develop a news suggestion application using Amazon Personalize.

The news industry generates a substantial amount of content daily but listeners, viewers, and readers often struggle to find the most relevant and relatable news. Using Amazon Personalize, companies can address this issue by offering personalized news recommendations tailored to individual preferences, thus enhancing engagement. A Fortune 500 media company implemented this solution in H1 2023.…

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Offer real-time support to your chatbot users using Amazon Lex and Talkdesk’s cloud-based contact center.

Amazon Lex enables advanced conversational artificial intelligence (AI) capabilities to allow self-service support in an organization's contact center. With Amazon Lex, customers can interact through phone calls, websites, and messaging platforms. The bots integrated with Amazon Lex can answer frequently asked questions (FAQs), provide self-service experiences or screen customer requests before transferring them to a…

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Gradient simplifies and makes LLM benchmarking more affordable by utilizing AWS Inferentia.

Measurement of large language models' (LLMs) performance is a crucial component of the fine-tuning and pre-training stages in the process prior to deployment. Frequent and rapid validation of their performance enhances the likelihood of improving the language model's performance. In partnership with Gradient, a service involved with the development of personalized LLMs, the challenge of…

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