AWS Machine Learning

SEPTEMBER 12, 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, Stability AI, and Amazon through a unified API, along with a broad set of capabilities to build generative AI applications with security, privacy, and responsible AI.

Healthcare 129

Healthcare APIs Accountability Enterprise 129

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 94

APIs Healthcare Consulting Consulting 94

AWS Machine Learning

APRIL 23, 2025

For healthcare organizations, financial institutions, and enterprises handling confidential information, these risks can result in regulatory compliance violations and breach of customer trust. For more information, see Redacting PII entities with asynchronous jobs (API). The entities to mask can be configured using RedactionConfig.

APIs 97

APIs Healthcare Enterprise Accountability 97

AWS Machine Learning

FEBRUARY 6, 2025

For decision-makers in healthcare, it is critical to gain a comprehensive understanding of patient journeys and health outcomes over time. The company provides comprehensive solutions to healthcare and life science customers to rapidly and transparently transforms real-world data into real-world evidence.

Healthcare 82

Healthcare APIs Analytics Transportation 82

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 116

Management APIs Engineering Metrics 116

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 122

Healthcare Consulting Consulting APIs 122

AWS Machine Learning

NOVEMBER 14, 2024

Customers can use the SageMaker Studio UI or APIs to specify the SageMaker Model Registry model to be shared and grant access to specific AWS accounts or to everyone in the organization. We will start by using the SageMaker Studio UI and then by using APIs.

Government 106

Government Management APIs Accountability 106

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 127

Healthcare Government Engineering APIs 127

TeleDirect

APRIL 16, 2025

Top 7 Features to Look for in a Medical Call Center Service Choosing the right medical call center can significantly enhance your healthcare customer service and operational efficiency. 24/7 Availability and After-Hours Support Healthcare doesnt stop at 5 p.m., 24/7 Availability and After-Hours Support Healthcare doesnt stop at 5 p.m.,

Call Center 62

Call Center Healthcare Call flow Scripts 62

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 108

APIs Chatbots Enterprise Healthcare 108

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 98

Healthcare APIs Scripts Best practices 98

AWS Machine Learning

APRIL 10, 2025

Fine-tune an Amazon Nova model using the Amazon Bedrock API In this section, we provide detailed walkthroughs on fine-tuning and hosting customized Amazon Nova models using Amazon Bedrock. We first provided a detailed walkthrough on how to fine-tune, host, and conduct inference with customized Amazon Nova through the Amazon Bedrock API.

APIs 125

APIs Metrics Best practices Construction 125

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

OCTOBER 23, 2024

Agent Creator is a versatile extension to the SnapLogic platform that is compatible with modern databases, APIs, and even legacy mainframe systems, fostering seamless integration across various data environments. The integration with Amazon Bedrock is achieved through the Amazon Bedrock InvokeModel APIs.

Enterprise 90

Enterprise APIs Engineering Government 90

AWS Machine Learning

DECEMBER 3, 2024

Agent architecture The following diagram illustrates the serverless agent architecture with standard authorization and real-time interaction, and an LLM agent layer using Amazon Bedrock Agents for multi-knowledge base and backend orchestration using API or Python executors. Domain-scoped agents enable code reuse across multiple agents.

Sales 109

Sales APIs Engineering Analytics 109

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 100

APIs Technology Management Enterprise 100

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

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 125

Engineering APIs Analytics Enterprise 125

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 136

Healthcare Engineering APIs Benchmark 136

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 122

APIs Banking Real estate Healthcare 122

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

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 120

Healthcare APIs Transportation Education 120

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

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 133

Healthcare APIs Finance Feedback 133

AWS Machine Learning

APRIL 3, 2025

OMRON Corporation is a leading technology provider in industrial automation, healthcare, and electronic components. Input processing backend The Amazon API Gateway receives incoming messages, which are then processed by containers running on Amazon Elastic Container Service (Amazon ECS).

Government 86

Government Analytics Engineering CRM 86

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 133

Healthcare APIs Government Accountability 133

AWS Machine Learning

NOVEMBER 8, 2023

AWS, NVIDIA, and other partners build applications and solutions to make healthcare more accessible, affordable, and efficient by accelerating cloud connectivity of enterprise imaging. AHI provides API access to ImageSet metadata and ImageFrames. later acquired by Philips Healthcare to form its Enterprise Imaging.

Healthcare 122

Healthcare APIs Enterprise Engineering 122

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

CSM Magazine

APRIL 18, 2025

Protect+ is particularly valuable for industries vulnerable to fraudulent inbound calls, such as financial services/banking, healthcare, insurance, government services, and retail. Simple API Integration Enables seamless connection with existing telephony systems.

Government 52

Government APIs Healthcare Banking 52

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 130

APIs Construction Engineering Analytics 130

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

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 76

Enterprise APIs Government Healthcare 76

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 84

APIs Benchmark Metrics Healthcare 84

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 132

Healthcare APIs Engineering Accountability 132

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 124

APIs Healthcare Scripts Engineering 124