AWS Machine Learning

FEBRUARY 21, 2025

Solution overview This intelligent document processing solution uses Amazon Bedrock FMs to orchestrate a sophisticated workflow for handling multi-page healthcare documents with mixed content types. The solution uses the FMs tool use capabilities, accessed through the Amazon Bedrock Converse API.

APIs 87

APIs Healthcare Consulting Consulting 87

AWS Machine Learning

JANUARY 28, 2025

As LLMs take on more significant roles in areas like healthcare, education, and decision support, robust evaluation frameworks are vital for building trust and realizing the technologys potential while mitigating risks. Developers interested in using LLMs should prioritize a comprehensive evaluation process for several reasons.

Management 106

Management APIs Engineering Metrics 106

AWS Machine Learning

AUGUST 21, 2024

The Live Meeting Assistant (LMA) for healthcare solution is built using the power of generative AI and Amazon Transcribe , enabling real-time assistance and automated generation of clinical notes during virtual patient encounters. What are the differences between AWS HealthScribe and the LMA for healthcare?

Healthcare 116

Healthcare Consulting Consulting APIs 116

AWS Machine Learning

APRIL 9, 2024

In this post, we discuss two new features of Knowledge Bases for Amazon Bedrock specific to the RetrieveAndGenerate API: configuring the maximum number of results and creating custom prompts with a knowledge base prompt template. You can now choose these as query options alongside the search type. First, we set numberOfResults = 5.

APIs 136

APIs Engineering Healthcare Education 136

AWS Machine Learning

NOVEMBER 16, 2023

Since 2014, the company has been offering customers its Philips HealthSuite Platform, which orchestrates dozens of AWS services that healthcare and life sciences companies use to improve patient care. Regulations in the healthcare industry call for especially rigorous data governance.

Healthcare 118

Healthcare Government Engineering APIs 118

AWS Machine Learning

NOVEMBER 13, 2024

The Amazon Bedrock single API access, regardless of the models you choose, gives you the flexibility to use different FMs and upgrade to the latest model versions with minimal code changes. Amazon Titan FMs provide customers with a breadth of high-performing image, multimodal, and text model choices, through a fully managed API.

Engineering 116

Engineering Management APIs Healthcare 116

AWS Machine Learning

AUGUST 1, 2023

In today’s rapidly evolving healthcare landscape, doctors are faced with vast amounts of clinical data from various sources, such as caregiver notes, electronic health records, and imaging reports. In a healthcare setting, this would mean giving the model some data including phrases and terminology pertaining specifically to patient care.

Healthcare 93

Healthcare APIs Scripts Best practices 93

AWS Machine Learning

JANUARY 14, 2025

This is particularly useful in healthcare, financial services, and legal sectors. The embedding model, which is hosted on the same EC2 instance as the local LLM API inference server, converts the text chunks into vector representations. In this post, we cover two primary architectural patterns: fully local RAG and hybrid RAG.

APIs 99

APIs Chatbots Enterprise Healthcare 99

CSM Magazine

FEBRUARY 19, 2025

Challenge 2: Integration with Wearables and Third-Party APIs Many people use smartwatches and heart rate monitors to measure sleep, stress, and physical activity, which may affect mental health. Third-party APIs may link apps to healthcare and meditation services. FDA in the U.S.). SSL/TLS in transit, AES-256 at rest).

APIs 52

APIs Healthcare Gamification Consulting 52

AWS Machine Learning

MAY 13, 2024

This is a fully managed service that offers a choice of high-performing foundation models (FMs) from leading artificial intelligence (AI) companies like AI21 Labs, Anthropic, Cohere, Meta, Stability AI, and Amazon through a single API. When summarizing healthcare texts, pre-trained LLMs do not always achieve optimal performance.

Healthcare 133

Healthcare Engineering APIs Benchmark 133

AWS Machine Learning

FEBRUARY 21, 2025

For organizations deploying LLMs in production applicationsparticularly in critical domains such as healthcare, finance, or legal servicesthese residual hallucinations pose serious risks, potentially leading to misinformation, liability issues, and loss of user trust. User submits a question When is re:Invent happening this year?,

Engineering 121

Engineering APIs Analytics Enterprise 121

AWS Machine Learning

NOVEMBER 22, 2024

Cloud providers have recognized the need to offer model inference through an API call, significantly streamlining the implementation of AI within applications. Although a single API call can address simple use cases, more complex ones may necessitate the use of multiple calls and integrations with other services.

APIs 90

APIs Technology Management Enterprise 90

SmartAction

OCTOBER 26, 2023

The healthcare landscape underwent a profound transformation in the aftermath of the COVID-19 pandemic, reshaping the traditional roles of Interactive Voice Response (IVR) systems and contact centers. In response to this seismic shift, healthcare organizations rapidly adapted to the new reality, leveraging technology in innovative ways.

Healthcare 69

Healthcare Interactive Voice Response Virtual Agent Self service 69

AWS Machine Learning

FEBRUARY 9, 2024

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

SaaS 144

SaaS APIs Government Accountability 144

AWS Machine Learning

OCTOBER 4, 2023

Prior authorization is a crucial process in healthcare that involves the approval of medical treatments or procedures before they are carried out. This process is necessary to ensure that patients receive the right care and that healthcare providers are following the correct procedures. Submit the request for prior authorization.

Healthcare 118

Healthcare APIs Transportation Education 118

AWS Machine Learning

DECEMBER 29, 2022

The Analyze Lending feature in Amazon Textract is a managed API that helps you automate mortgage document processing to drive business efficiency, reduce costs, and scale quickly. The Signatures feature is available as part of the AnalyzeDocument API. AnalyzeExpense API adds new fields and OCR output.

APIs 116

APIs Banking Real estate Healthcare 116

AWS Machine Learning

JULY 3, 2024

Today, LLMs are being used in real settings by companies, including the heavily-regulated healthcare and life sciences industry (HCLS). The main goal of the marketing content is to raise awareness about certain health conditions and disseminate knowledge of possible therapies among patients and healthcare providers. Clusmann, J.,

Healthcare 130

Healthcare APIs Finance Feedback 130

AWS Machine Learning

JULY 2, 2024

Access control with metadata filtering in the healthcare domain To demonstrate the access-control capabilities enabled by metadata filtering in knowledge bases, let’s consider a use case where a healthcare provider has a knowledge base that contains transcripts of conversations between doctors and patients.

Healthcare 130

Healthcare APIs Government Accountability 130

AWS Machine Learning

FEBRUARY 29, 2024

The Retrieve and RetrieveAndGenerate APIs allow your applications to directly query the index using a unified and standard syntax without having to learn separate APIs for each different vector database, reducing the need to write custom index queries against your vector store.

APIs 137

APIs Healthcare Scripts Enterprise 137

AWS Machine Learning

AUGUST 26, 2024

The GenASL web app invokes the backend services by sending the S3 object key in the payload to an API hosted on Amazon API Gateway. API Gateway instantiates an AWS Step Functions The state machine orchestrates the AI/ML services Amazon Transcribe and Amazon Bedrock and the NoSQL data store Amazon DynamoDB using AWS Lambda functions.

APIs 122

APIs Calibration Best practices Metrics 122

CafeX

FEBRUARY 24, 2023

In this case study Key lessons from deploying CafeX at the Healthcare Solution Provider 1. Overview A major Healthcare Solution Provider delivers solutions to over three million providers across the entire United States. The Healthcare Solution Provider reduced call handle time by 35%.

Healthcare 62

Healthcare Management APIs Personalization 62

AWS Machine Learning

JANUARY 10, 2024

The solution uses AWS Lambda , Amazon API Gateway , Amazon EventBridge , and SageMaker to automate the workflow with human approval intervention in the middle. The approver approves the model by following the link in the email to an API Gateway endpoint. API Gateway invokes a Lambda function to initiate model updates.

APIs 127

APIs Construction Engineering Analytics 127

AWS Machine Learning

MARCH 3, 2025

Their applications span a variety of sectors, including customer service, healthcare, education, personal and business productivity, and many others. They enable applications requiring very low latency or local data processing using familiar APIs and tool sets.

APIs 73

APIs Benchmark Metrics Healthcare 73

AWS Machine Learning

OCTOBER 31, 2023

We address that information cutoff by coupling the LLM with a Google Search API to deliver a powerful Retrieval Augmented LLM (RAG) that addresses Schneider Electric’s challenges. For education, we used “X” while for healthcare we used “Y”. These filings are available directly on SEC EDGAR or through CorpWatch API.

Healthcare 129

Healthcare APIs Engineering Accountability 129

AWS Machine Learning

SEPTEMBER 14, 2023

Amazon API Gateway hosts a REST API with various endpoints to handle user requests that are authenticated using Amazon Cognito. Finally, the response is sent back to the user via a HTTPs request through the Amazon API Gateway REST API integration response. The web application front-end is hosted on AWS Amplify.

APIs 122

APIs Healthcare Scripts Engineering 122

AWS Machine Learning

FEBRUARY 10, 2025

Background Appian , an AWS Partner with competencies in financial services, healthcare, and life sciences, is a leading provider of low-code automation software to streamline and optimize complex business processes for enterprises.

Enterprise 70

Enterprise APIs Government Healthcare 70

AWS Machine Learning

AUGUST 30, 2023

In order to run inference through SageMaker API, make sure to pass the Predictor class. About the authors Dr. Adewale Akinfaderin is a Senior Data Scientist in Healthcare and Life Sciences at AWS. Priya Padate is a Senior Partner Solutions Architect with extensive expertise in Healthcare and Life Sciences at AWS.

Healthcare 135

Healthcare APIs Scripts Metrics 135

VirtualPBX

NOVEMBER 8, 2023

Whether it’s a flooring manufacturer, a financial services firm, or a digital healthcare solutions company, a reliable and feature-rich communication system is vital to streamline operations and boost customer satisfaction. In the healthcare industry, reliability and connectivity are paramount.

Healthcare 98

Healthcare APIs Customer centricity Accountability 98

AWS Machine Learning

MAY 31, 2024

AWS HealthOmics and sequence stores AWS HealthOmics is a purpose-built service that helps healthcare and life science organizations and their software partners store, query, and analyze genomic, transcriptomic, and other omics data and then generate insights from that data to improve health and drive deeper biological understanding.

Biotechnology 111

Biotechnology Scripts Healthcare APIs 111

Wowdesk Blog

FEBRUARY 4, 2025

Choosing a solution with robust API support improves efficiency and enhances customer interactions. Retail may need omnichannel live chat support , healthcare requires HIPAA compliance, and finance demands strict security protocols. Businesses should choose software with strong API support and test integrations before full deployment.

Customer Support 52

Customer Support Chatbots Multi-channel support CRM 52

AWS Machine Learning

SEPTEMBER 28, 2023

Regulated and compliance-oriented industries, such as financial services, healthcare and life sciences, and government institutes, face unique challenges in ensuring the secure and responsible consumption of these models. In addition, API Registries enabled centralized governance, control, and discoverability of APIs.

APIs 120

APIs Government Enterprise Engineering 120

AWS Machine Learning

NOVEMBER 26, 2024

Amazon Bedrock is a fully managed service that offers a choice of high-performing foundation models (FMs) from leading AI companies like AI21 Labs, Anthropic, Cohere, Meta, Mistral AI, Stability AI, and Amazon through a single API. You can also read diagrams and images from engineering, architecture, and healthcare.

Real estate 104

Real estate Engineering APIs Government 104

AWS Machine Learning

NOVEMBER 24, 2023

The power of Amazon Bedrock: AI-generated product descriptions Amazon Bedrock is a fully managed service that simplifies generative AI development, offering high-performing foundation models (FMs) from leading AI companies like AI21 Labs, Anthropic, Cohere, Meta, Stability AI, and Amazon through a single API.

APIs 118

APIs Technology Healthcare Sales 118

AWS Machine Learning

JUNE 26, 2024

The function invokes the Amazon Textract API and performs a fuzzy match using the document schema mappings stored in Amazon DynamoDB. An event on message receipt invokes a Lambda function that in turn invokes the Amazon Textract StartDocumentAnalysis API for information extraction.

Marketing 115

Marketing APIs Banking Entertainment 115

AWS Machine Learning

DECEMBER 22, 2023

Customers are now pre-training and fine-tuning LLMs ranging from 1 billion to over 175 billion parameters to optimize model performance for applications across industries, from healthcare to finance and marketing. Because SMP is built on top of PyTorch’s APIs, enabling optimized activation offloading requires just a few lines of code change.

Scripts 122

Scripts APIs Engineering Finance 122

AWS Machine Learning

JUNE 8, 2022

Having worked with brands across numerous verticals such as UBS (financial services), Vodafone (telecommunications ), and Mentemia (healthcare), Uneeq helps customers enable innovative customer experiences powered by Amazon Lex. Amazon API Gateway. Access to the following AWS services: Amazon API Gateway. AWS Lambda. Amazon Lex.

APIs 100

APIs Telecommunications Chatbots Accountability 100

AWS Machine Learning

NOVEMBER 8, 2022

The COVID-19 global pandemic has accelerated the need to verify and onboard users online across several industries, such as financial services, insurance, and healthcare. The Amazon Rekognition CompareFaces API. For this, we use the Amazon Rekognition CompareFaces API. The default value is NONE. Solution overview.

APIs 93

APIs Healthcare Banking Accountability 93