AWS Machine Learning

NOVEMBER 1, 2023

Today, personally identifiable information (PII) is everywhere. PII is sensitive in nature and includes various types of personal data, such as name, contact information, identification numbers, financial information, medical information, biometric data, date of birth, and so on.

APIs 112

APIs Government Engineering Telecommunications 112

AWS Machine Learning

AUGUST 21, 2024

Today, physicians spend about 49% of their workday documenting clinical visits, which impacts physician productivity and patient care. The LMA for healthcare helps healthcare professionals to provide personalized recommendations, enhancing the quality of care.

Healthcare 110

Healthcare Consulting Consulting APIs 110

AWS Machine Learning

FEBRUARY 9, 2023

Amazon Textract is a machine learning (ML) service that automatically extracts text, handwriting, and data from any document or image. AnalyzeDocument Signatures is a feature within Amazon Textract that offers the ability to automatically detect signatures on any document. Lastly, we share some best practices for using this feature.

APIs 97

APIs Best practices Banking Enterprise 97

AWS Machine Learning

FEBRUARY 29, 2024

If a distinctive keyword appears more frequently in a document, BM-25 assigns a higher relevance score to that document. Amazon Personalize allows you to add sophisticated personalization capabilities to your applications by using the same machine learning (ML) technology used on Amazon.com for over 20 years.

Personalization 113

Personalization Accountability Entertainment Construction 113

AWS Machine Learning

NOVEMBER 3, 2022

The goal of intelligent document processing (IDP) is to help your organization make faster and more accurate decisions by applying AI to process your paperwork. Insurance customers can automate this process using AWS AI services to automate the document processing pipeline for claims processing. Part 2: Data enrichment and insights.

APIs 96

APIs Construction Analytics Technology 96

AWS Machine Learning

AUGUST 15, 2022

Organizations across industries such as healthcare, finance and lending, legal, retail, and manufacturing often have to deal with a lot of documents in their day-to-day business processes. There is limited automation available today to process and extract information from these documents.

APIs 82

APIs Banking Finance Analytics 82

AWS Machine Learning

OCTOBER 31, 2024

AWS offers powerful generative AI services , including Amazon Bedrock , which allows organizations to create tailored use cases such as AI chat-based assistants that give answers based on knowledge contained in the customers’ documents, and much more. The following figure illustrates the high-level design of the solution.

APIs 123

APIs Scripts Accountability Construction 123

AWS Machine Learning

NOVEMBER 3, 2022

In Part 1 of this series, we discussed intelligent document processing (IDP), and how IDP can accelerate claims processing use cases in the insurance industry. We discussed how we can use AWS AI services to accurately categorize claims documents along with supporting documents. Part 1: Classification and extraction of documents.

Analytics 87

Analytics APIs Healthcare Big data 87

Cincom

MAY 3, 2024

Manually creating customized communication documents like quotes, invoices, contracts, and reports is an inefficient process prone to human error. If you’re considering implementing a document automation solution for your organization, there are several key capabilities to evaluate during your search. What Is Document Automation?

Enterprise 40

Enterprise CRM APIs Customer retention 40

AWS Machine Learning

AUGUST 15, 2022

Amazon’s intelligent document processing (IDP) helps you speed up your business decision cycles and reduce costs. Across multiple industries, customers need to process millions of documents per year in the course of their business. The following figure shows the stages that are typically part of an IDP workflow.

Banking 86

Banking APIs Accountability Analytics 86

AWS Machine Learning

NOVEMBER 1, 2024

Google Drive is a cloud-based storage service that provides a centralized location for storing digital assets, including documents, knowledge articles, and spreadsheets. The connector can’t index documents stored on Google Drive in a personal Google Gmail account. authentication.

Enterprise 114

Enterprise APIs Accountability Management 114

AWS Machine Learning

NOVEMBER 29, 2023

With this launch, you can programmatically run notebooks as jobs using APIs provided by Amazon SageMaker Pipelines , the ML workflow orchestration feature of Amazon SageMaker. Furthermore, you can create a multi-step ML workflow with multiple dependent notebooks using these APIs.

APIs 106

APIs Management Engineering Big data 106

AWS Machine Learning

JUNE 29, 2023

In this post, we show how to use the user’s current device type as context to enhance the effectiveness of your Amazon Personalize -based recommendations. Although this post shows how Amazon Personalize can be used for a video on demand (VOD) use case, it’s worth noting that Amazon Personalize can be used across multiple industries.

Personalization 74

Personalization APIs Enterprise Engineering 74

AWS Machine Learning

AUGUST 13, 2024

The healthcare industry generates and collects a significant amount of unstructured textual data, including clinical documentation such as patient information, medical history, and test results, as well as non-clinical documentation like administrative records. Lastly, the Lambda function stores the question list in Amazon S3.

Healthcare 126

Healthcare APIs Consulting Consulting 126

AWS Machine Learning

NOVEMBER 20, 2024

By linking user queries to relevant company domain information, Amazon Bedrock Knowledge Bases offers personalized responses. The data ingestion workflow creates semantic embeddings for documents and questions, storing document embeddings in a vector database. It involves two key workflows: data ingestion and text generation.

APIs 81

APIs Construction Healthcare Accountability 81

AWS Machine Learning

AUGUST 22, 2024

Types of documents When you connect Amazon Q to a data source, what Amazon Q considers—and crawls—as a document varies by connector. The Confluence Cloud connector crawls the following as documents: Spaces – Each space is considered a single document. Pages – Each page is considered a single document.

APIs 106

APIs Enterprise Accountability Management 106

AWS Machine Learning

NOVEMBER 7, 2024

It also uses a number of other AWS services such as Amazon API Gateway , AWS Lambda , and Amazon SageMaker. API Gateway is serverless and hence automatically scales with traffic. API Gateway also provides a WebSocket API. Incoming requests to the gateway go through this point.

Enterprise 111

Enterprise APIs Government Accountability 111

AWS Machine Learning

FEBRUARY 29, 2024

Knowledge Bases for Amazon Bedrock automates synchronization of your data with your vector store, including diffing the data when it’s updated, document loading, and chunking, as well as semantic embedding. It then employs a language model to generate a response by considering both the retrieved documents and the original query.

APIs 134

APIs Healthcare Scripts Enterprise 134

AWS Machine Learning

NOVEMBER 18, 2024

The service operates through a vast network of 150,000 point of sale person (POSP) agents and direct-to-customer channels. Amazon Bedrock provided the flexibility to explore various leading LLM models using a single API, reducing the undifferentiated heavy lifting associated with hosting third-party models.

Benchmark 89

Benchmark APIs Engineering Sales 89

AWS Machine Learning

NOVEMBER 1, 2024

Dru , the Druva backup AI copilot, enables real-time interaction and personalized responses, with users engaging in a natural conversation with the software. Dru on the backend decodes log data, deciphers error codes, and invokes API calls to troubleshoot. Generate and invoke private API calls.

APIs 108

APIs Scripts Engineering Government 108

Nicereply

JUNE 2, 2020

Documentation is frequently the first interaction that a customer has with your product and brand. When someone is having trouble, 91% of them prefer to read documentation rather than ask someone for an answer. Many users prefer documentation because it helps them solve the issue on their own quickly. Create an owner.

Engineering 90

Engineering APIs Wait times Customer Support 90

AWS Machine Learning

FEBRUARY 14, 2023

We’re excited to announce that Amazon Personalize now lets you measure how your personalized recommendations can help you achieve your business goals. This new capability lets you measure the impact of Amazon Personalize campaigns and recommenders, as well as interactions generated by third-party solutions.

Personalization 83

Personalization Metrics APIs Management 83

AWS Machine Learning

NOVEMBER 26, 2023

Amazon Personalize is excited to announce the new Next Best Action ( aws-next-best-action ) recipe to help you determine the best actions to suggest to your individual users that will enable you to increase brand loyalty and conversion. All your data is encrypted to be private and secure.

Personalization 101

Personalization Engineering APIs Consulting 101

AWS Machine Learning

JUNE 18, 2024

Manually identifying all mentions of specific types of information in documents is extremely time-consuming and labor-intensive. This process must be repeated for every new document and entity type, making it impractical for processing large volumes of documents at scale.

APIs 124

APIs Healthcare Personalization Management 124

AWS Machine Learning

NOVEMBER 21, 2022

Organizations across industries such as retail, banking, finance, healthcare, manufacturing, and lending often have to deal with vast amounts of unstructured text documents coming from various sources, such as news, blogs, product reviews, customer support channels, and social media. Extract and analyze data from documents.

Scripts 83

Scripts Metrics APIs Healthcare 83

AWS Machine Learning

FEBRUARY 8, 2024

At the forefront of this evolution sits Amazon Bedrock , a fully managed service that makes high-performing foundation models (FMs) from Amazon and other leading AI companies available through an API. System integration – Agents make API calls to integrated company systems to run specific actions. Gather evidence for claim 5t16u-7v.

APIs 138

APIs Scripts Enterprise Management 138

AWS Machine Learning

MAY 15, 2024

Students can take personalized quizzes and get immediate feedback on their performance. It is typically helpful when working with lengthy documents such as entire books. on Amazon Bedrock would be equivalent to roughly 150,000 words or over 500 pages of documents. The JSON file is returned to API Gateway.

Education 131

Education APIs Engineering Banking 131

Nexmo

JUNE 13, 2019

If you never played it here is a quick recap: Telephone begins when one person whispers a message to the person next to them. The second person whispers the same message to the next person, who then shares it with the person next to them, and so on and so on. Adding our API credentials.

APIs 73

APIs Accountability Entertainment Personalization 73

Nexmo

JUNE 13, 2019

If you never played it here is a quick recap: Telephone begins when one person whispers a message to the person next to them. The second person whispers the same message to the next person, who then shares it with the person next to them, and so on and so on. Adding our API credentials.

APIs 73

APIs Accountability Entertainment Personalization 73

AWS Machine Learning

MARCH 1, 2024

It enables searching over both the content of documents and their underlying meaning. This requires searching over large collections of documents with diverse content, such as website data, which can include various topics such as sustainability, leadership, financial results, and more.

APIs 129

APIs Finance Chatbots Enterprise 129

AWS Machine Learning

MAY 9, 2024

It is designed to be deeply integrated into the FAST platform and use all of Verisk’s documentation, training materials, and collective expertise. Having that transparency helped Verisk identify areas of the system where their documents were lacking and needed some restructuring.

Engineering 133

Engineering Customer Support APIs Government 133

AWS Machine Learning

APRIL 8, 2024

However, in many situations, you may need to retrieve documents created in a defined period or tagged with certain categories. To refine the search results, you can filter based on document metadata to improve retrieval accuracy, which in turn leads to more relevant FM generations aligned with your interests.

APIs 128

APIs Construction Chatbots Accountability 128

AWS Machine Learning

NOVEMBER 19, 2024

As attendees circulate through the GAIZ, subject matter experts and Generative AI Innovation Center strategists will be on-hand to share insights, answer questions, present customer stories from an extensive catalog of reference demos, and provide personalized guidance for moving generative AI applications into production.

APIs 85

APIs Enterprise Best practices Government 85

AWS Machine Learning

JULY 3, 2024

This new functionality offers industry-leading safety measures that filter harmful content and protect sensitive information in your documents, improving user experience and aligning with organizational standards. The query is then augmented to have the retrieved document chunks, prompt, and guardrails configuration.

APIs 127

APIs Banking Metrics Management 127

AWS Machine Learning

OCTOBER 11, 2024

Generative AI is used in various use cases, such as content creation, personalization, intelligent assistants, questions and answers, summarization, automation, cost-efficiencies, productivity improvement assistants, customization, innovation, and more. The agent returns the LLM response to the chatbot UI or the automated process.

APIs 101

APIs Enterprise Engineering Government 101

AWS Machine Learning

AUGUST 22, 2024

The enterprise IdP, such as Okta or Ping Identity, is used as the access manager for an authenticated user to interact with an Amazon Q Business application using an Amazon Q web experience or a custom application using an API. The IdP responds with identity or access tokens in OIDC mode, or a SAML assertion in SAML 2.0

Enterprise 123

Enterprise APIs Accountability Management 123

AWS Machine Learning

OCTOBER 29, 2024

Furthermore, these notes are usually personal and not stored in a central location, which is a lost opportunity for businesses to learn what does and doesn’t work, as well as how to improve their sales, purchasing, and communication processes. With Lambda integration, we can create a web API with an endpoint to the Lambda function.

Engineering 110

Engineering APIs Sales Enterprise 110