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 115

Engineering Management APIs Healthcare 115

AWS Machine Learning

APRIL 9, 2025

In addition, they use the developer-provided instruction to create an orchestration plan and then carry out the plan by invoking company APIs and accessing knowledge bases using Retrieval Augmented Generation (RAG) to provide an answer to the users request. This differs from confirmation flows where the agent directly executes API calls.

APIs 118

APIs Entertainment Enterprise Feedback 118

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 127

Healthcare APIs Accountability Enterprise 127

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 95

APIs Healthcare Enterprise Accountability 95

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. Access to the Anthropics Claude 3.5

APIs 92

APIs Healthcare Consulting Consulting 92

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 80

Healthcare APIs Analytics Transportation 80

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 120

Healthcare Consulting Consulting APIs 120

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. Enable a data science team to manage a family of classic ML models for benchmarking statistics across multiple medical units.

Healthcare 125

Healthcare Government Engineering APIs 125

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. Pre-built templates tailored to various use cases are included, significantly enhancing both employee and customer experiences.

Enterprise 89

Enterprise APIs Engineering Government 89

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 99

APIs Technology Management Enterprise 99

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

DECEMBER 3, 2024

Agronomic Management: G11V76 performs well in continuous corn, drought-prone soils, high pH soils, and variable soil conditions. Scalability and integration – It allows for straightforward API integration with existing systems and has built-in support for orchestrating multiple actions. Haiku and Sonnet, Meta Llama 3.1,

Sales 108

Sales APIs Engineering Analytics 108

AWS Machine Learning

JANUARY 14, 2025

This is particularly useful in healthcare, financial services, and legal sectors. The orchestration includes the ability to invoke AWS Lambda functions to invoke other FMs, opening the ability to run self-managed FMs at the edge. In this post, we cover two primary architectural patterns: fully local RAG and hybrid RAG.

APIs 107

APIs Chatbots Enterprise Healthcare 107

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. Offline knowledge management: a.

Engineering 123

Engineering APIs Analytics Enterprise 123

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 123

APIs Metrics Best practices Construction 123

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 3, 2025

OMRON Corporation is a leading technology provider in industrial automation, healthcare, and electronic components. By analyzing their data, organizations can identify patterns in sales cycles, optimize inventory management, or help tailor products or services to meet customer needs more effectively.

Government 85

Government Analytics Engineering CRM 85

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 134

APIs Engineering Healthcare Education 134

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. It’s serverless, so you don’t have to manage any infrastructure.

Healthcare 135

Healthcare Engineering APIs Benchmark 135

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

CafeX

FEBRUARY 24, 2023

In this case study Key lessons from deploying CafeX at the Healthcare Solution Provider 1. Automate points of contact and workflows to mobilize and manage agents for effective claims handling. Overview A major Healthcare Solution Provider delivers solutions to over three million providers across the entire United States.

Healthcare 62

Healthcare Management APIs Personalization 62

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 120

APIs Banking Real estate Healthcare 120

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.

Healthcare 131

Healthcare APIs Finance Feedback 131

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

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 131

Healthcare APIs Government Accountability 131

AWS Machine Learning

FEBRUARY 10, 2025

This strategic move addresses key challenges such as managing vast amounts of unstructured data, adhering to regulatory compliance, and automating repetitive tasks to boost productivity. The Appian AI Process Platform includes everything you need to design, automate, and optimize even the most complex processes, from start to finish.

Enterprise 75

Enterprise APIs Government Healthcare 75

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

FEBRUARY 29, 2024

It allows you to seamlessly customize your RAG prompts and retrieval strategies—we provide the source attribution, and we handle memory management automatically. To enable effective retrieval from private data, a common practice is to first split these documents into manageable chunks. Choose Next. Choose Next.

APIs 136

APIs Healthcare Scripts Enterprise 136

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. The MONAI AI models and applications can be hosted on Amazon SageMaker , which is a fully managed service to deploy machine learning (ML) models at scale.

Healthcare 120

Healthcare APIs Enterprise Engineering 120

AWS Machine Learning

OCTOBER 31, 2023

This post was co-written with Anthony Medeiros, Manager of Solutions Engineering and Architecture for North America Artificial Intelligence, and Blake Santschi, Business Intelligence Manager, from Schneider Electric. Schneider Electric is a leader in digital transformation of energy management and industrial automation.

Healthcare 131

Healthcare APIs Engineering Accountability 131

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 128

APIs Construction Engineering Analytics 128

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 120

APIs Calibration Best practices Metrics 120

AWS Machine Learning

MAY 31, 2024

Here, we use AWS HealthOmics storage as a convenient and cost-effective omic data store and Amazon Sagemaker as a fully managed machine learning (ML) service to train and deploy the model. All of this is delivered by HealthOmics, removing the burden of managing compression, tiering, metadata, and file organization from customers.

Biotechnology 115

Biotechnology Scripts Healthcare APIs 115

Wowdesk Blog

FEBRUARY 4, 2025

Understanding Customer Support Software Customer support software is a digital solution that helps businesses manage customer inquiries, automate support processes, and improve communication. Centralized Data Management A unified system improves customer insights and service consistency. Freshdesk).

Customer Support 52

Customer Support Chatbots Multi-channel support CRM 52

AWS Machine Learning

NOVEMBER 27, 2024

Across diverse industries—including healthcare, finance, and marketing—organizations are now engaged in pre-training and fine-tuning these increasingly larger LLMs, which often boast billions of parameters and larger input sequence length. For this post, we demonstrate SMP implementation on SageMaker trainings jobs. shuffle(seed=42).select(range(1000)).train_test_split(

Engineering 110

Engineering Finance APIs Healthcare 110

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 106

Real estate Engineering Advertising Government 106