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 92

APIs Best practices Banking Enterprise 92

AWS Machine Learning

MAY 15, 2023

Amazon Textract is a machine learning (ML) service that automatically extracts text, handwriting, and data from any document or image. In this post, we walk through when and how to use the Amazon Textract Bulk Document Uploader to evaluate how Amazon Textract performs on your documents.

APIs 84

APIs Construction Accountability Best practices 84

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 92

APIs Construction Analytics Technology 92

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 77

APIs Banking Finance Analytics 77

AWS Machine Learning

OCTOBER 24, 2023

In today’s information age, the vast volumes of data housed in countless documents present both a challenge and an opportunity for businesses. Traditional document processing methods often fall short in efficiency and accuracy, leaving room for innovation, cost-efficiency, and optimizations. However, the potential doesn’t end there.

Engineering 129

Engineering Healthcare Construction APIs 129

AWS Machine Learning

OCTOBER 14, 2024

For many of these use cases, businesses are building Retrieval Augmented Generation (RAG) style chat-based assistants, where a powerful LLM can reference company-specific documents to answer questions relevant to a particular business or use case. This may be useful for later chat assistant analytics.

Chatbots 120

Chatbots APIs Engineering Healthcare 120

AWS Machine Learning

APRIL 19, 2023

The ability to effectively handle and process enormous amounts of documents has become essential for enterprises in the modern world. Due to the continuous influx of information that all enterprises deal with, manually classifying documents is no longer a viable option.

APIs 89

APIs Metrics Enterprise Best practices 89

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 80

Banking APIs Accountability Analytics 80

AWS Machine Learning

NOVEMBER 19, 2024

Amazon Bedrock is a fully managed service that makes foundation models (FMs) from leading AI startups and Amazon Web Services available through an API, so you can choose from a wide range of FMs to find the model that is best suited for your use case. Amazon SES dispatches the response back to the customer, completing the interaction loop.

APIs 90

APIs Management Engineering Enterprise 90

AWS Machine Learning

DECEMBER 2, 2022

“Intelligent document processing (IDP) solutions extract data to support automation of high-volume, repetitive document processing tasks and for analysis and insight. Customers spend a significant amount of time and effort identifying documents and extracting critical information from them for various use cases.

APIs 77

APIs Healthcare Enterprise Analytics 77

AWS Machine Learning

MARCH 26, 2024

It starts with a document capture stage to securely collect and store scanned invoices and receipts. Approved and rejected documents go to their respective folders within the Amazon Simple Storage Service (Amazon S3) bucket. For approved documents, you can search all the extracted fields and values using Amazon OpenSearch Service.

APIs 110

APIs Construction Analytics Enterprise 110

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 121

Healthcare APIs Consulting Consulting 121

AWS Machine Learning

JUNE 26, 2024

This is because trades involve different counterparties and there is a high degree of variation among documents containing commercial terms (such as trade date, value date, and counterparties). Intelligent document processing (IDP) applies AI/ML techniques to automate data extraction from documents.

Marketing 107

Marketing APIs Banking Entertainment 107

AWS Machine Learning

OCTOBER 2, 2024

Solution overview Responses are personalized by Amazon Q Business by determining if the user’s query could be enhanced by augmenting the query with known attributes of the user and transparently using the personalized query to retrieve documents from its search index. or OIDC is used for the provider.

Personalization 112

Personalization APIs Enterprise Entertainment 112

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 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 102

APIs Enterprise Accountability Management 102

AWS Machine Learning

MAY 9, 2024

Verisk (Nasdaq: VRSK) is a leading data analytics and technology partner for the global insurance industry. Through advanced analytics, software, research, and industry expertise across over 20 countries, Verisk helps build resilience for individuals, communities, and businesses.

Engineering 131

Engineering Customer Support APIs Government 131

JustCall

JANUARY 5, 2023

Speech analytics software analyses live or recorded calls and interpret emotional indicators. Speech analytics software uses artificial intelligence to analyze spoken language similar to voice recognition software. What is Speech analytics? Significance of Speech Analytics. Some Best Speech Analytics Software.

Analytics 52

Analytics Coaching Call Center APIs 52

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 124

APIs Finance Chatbots Enterprise 124

AWS Machine Learning

NOVEMBER 18, 2024

Amazon Bedrock is a fully managed service that provides a single API to access and use various high-performing foundation models (FMs) from leading AI companies. Amazon Titan Text Embeddings models generate meaningful semantic representations of documents, paragraphs, and sentences.

Benchmark 110

Benchmark APIs Engineering Analytics 110

AWS Machine Learning

OCTOBER 29, 2024

These insights are stored in a central repository, unlocking the ability for analytics teams to have a single view of interactions and use the data to formulate better sales and support strategies. With Lambda integration, we can create a web API with an endpoint to the Lambda function.

Engineering 107

Engineering APIs Sales Enterprise 107

AWS Machine Learning

NOVEMBER 18, 2024

Amazon Bedrock is a fully managed service that offers a choice of high-performing foundation models (FMs) from leading AI companies such as AI21 Labs, Anthropic, Cohere, Meta, Mistral, Stability AI, and Amazon through a single API, along with a broad set of capabilities to build generative AI applications with security, privacy, and responsible AI.

APIs 94

APIs Surveys Chatbots Construction 94

AWS Machine Learning

NOVEMBER 19, 2024

These sessions, featuring Amazon Q Business , Amazon Q Developer , Amazon Q in QuickSight , and Amazon Q Connect , span the AI/ML, DevOps and Developer Productivity, Analytics, and Business Applications topics. Hear from Availity on how 1.5

APIs 83

APIs Enterprise Best practices Government 83

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 108

Enterprise APIs Government Accountability 108

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 130

APIs Healthcare Scripts Enterprise 130

AWS Machine Learning

MAY 15, 2024

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 Amazon Bedrock API returns the output Q&A JSON file to the Lambda function. The JSON file is returned to API Gateway. English characters.

Education 126

Education APIs Engineering Banking 126

AWS Machine Learning

NOVEMBER 20, 2024

By narrowing down the search space to the most relevant documents or chunks, metadata filtering reduces noise and irrelevant information, enabling the LLM to focus on the most relevant content. This approach narrows down the search space to the most relevant documents or passages, reducing noise and irrelevant information.

Construction 110

Construction APIs Metrics Accountability 110

AWS Machine Learning

SEPTEMBER 12, 2024

You can use the BGE embedding model to retrieve relevant documents and then use the BGE reranker to obtain final results. medium instance to demonstrate deploying the model as an API endpoint using an SDK through SageMaker JumpStart. The application sends the user query to the vector database to find similar documents.

APIs 122

APIs Benchmark Enterprise Construction 122

AWS Machine Learning

OCTOBER 11, 2024

Use cases for vector databases for RAG In the context of RAG architectures, the external knowledge can come from relational databases, search and document stores, or other data stores. Knowledge bases are essential for various use cases, such as customer support, product documentation, internal knowledge sharing, and decision-making systems.

APIs 98

APIs Enterprise Engineering Government 98

AWS Machine Learning

MAY 30, 2024

Vitech helps group insurance, pension fund administration, and investment clients expand their offerings and capabilities, streamline their operations, and gain analytical insights. Data store Vitech’s product documentation is largely available in.pdf format, making it the standard format used by VitechIQ.

Chatbots 122

Chatbots Engineering APIs Technology 122

AWS Machine Learning

NOVEMBER 15, 2024

Principal wanted to use existing internal FAQs, documentation, and unstructured data and build an intelligent chatbot that could provide quick access to the right information for different roles. As Principal grew, its internal support knowledge base considerably expanded.

Chatbots 120

Chatbots Engineering Enterprise Feedback 120

AWS Machine Learning

NOVEMBER 10, 2023

Amazon Comprehend is a natural language processing (NLP) service that uses machine learning (ML) to uncover information in unstructured data and text within documents. Note that DetectToxicContent is a new API, whereas ClassifyDocument is an existing API that now supports prompt safety classification.

APIs 114

APIs Chatbots Analytics Personalization 114

AWS Machine Learning

MAY 30, 2024

The frontend UI interacts with the extract microservice through a RESTful interface provided by Amazon API Gateway. It offers details of the extracted video information and includes a lightweight analytics UI for dynamic LLM analysis. Detect generic objects and labels using the Amazon Rekognition label detection API.

Advertising 132

Advertising APIs Education Analytics 132

AWS Machine Learning

AUGUST 22, 2024

Verisk (Nasdaq: VRSK) is a leading strategic data analytics and technology partner to the global insurance industry. By responsibly building proprietary AI models created with Verisk’s extensive clinical, claims, and data science expertise, complex and unstructured documents are automatically organized, reviewed, and summarized.

Engineering 105

Engineering Analytics APIs Government 105

Expivia

FEBRUARY 15, 2024

Enlighten Actions: Beyond Analytics Enlighten Actions represents a significant advancement in AI-driven analytics, providing unprecedented insights into customer interactions and agent performance. While the full Studio application is not all there yet, it is a significant step in the right direction and sorely needed.

Virtual Agent 75

Virtual Agent APIs Analytics Chatbots 75

AWS Machine Learning

JUNE 15, 2023

We demonstrate how to use the AWS Management Console and Amazon Translate public API to deliver automatic machine batch translation, and analyze the translations between two language pairs: English and Chinese, and English and Spanish. First, we put the source documents, reference documents, and parallel data training set in an S3 bucket.

APIs 86

APIs Benchmark Best practices Engineering 86

AWS Machine Learning

MARCH 13, 2024

The Amazon Transcribe StartTranscriptionJob API is invoked with Toxicity Detection enabled. Furthermore, the knowledge base includes the referenced policy documents used by the evaluation, providing moderators with additional context. This minimizes the number of tokens sent to the LLMs for analysis.

APIs 125

APIs Engineering Advertising Management 125