AWS Machine Learning - AI

MARCH 18, 2025

Text processing and contextualization The transcribed text is then fed into an LLM trained on various healthcare datasets, including medical literature, clinical guidelines, and deidentified patient records. They provide feedback, make necessary modifications, and enforce compliance with relevant guidelines and best practices.

Artificial Inteligence 76

Artificial Inteligence Technical Review Healthcare Systems Review 76

AWS Machine Learning - AI

FEBRUARY 25, 2025

This post demonstrates how you can use Amazon Bedrock Agents to create an intelligent solution to streamline the resolution of Terraform and AWS CloudFormation code issues through context-aware troubleshooting. This setup makes sure that AWS infrastructure deployments using IaC align with organizational security and compliance measures.

Lambda 62

Lambda Generative AI AWS Software Review 62

AWS Machine Learning - AI

MARCH 13, 2025

The Lambda function spins up an Amazon Bedrock batch processing endpoint and passes the S3 file location. The second Lambda function performs the following tasks: It monitors the batch processing job on Amazon Bedrock. The security measures are inherently integrated into the AWS services employed in this architecture.

Artificial Inteligence 93

Artificial Inteligence Systems Review System Generative AI 93

AWS Machine Learning - AI

FEBRUARY 6, 2024

By extracting key data from testing reports, the system uses Amazon SageMaker JumpStart and other AWS AI services to generate CTDs in the proper format. This solution relies on the AWS Well-Architected principles and guidelines to enable the control, security, and auditability requirements. AI delivers a major leap forward.

Generative AI 118

Generative AI AWS Lambda Technical Review 118

AWS Machine Learning - AI

JULY 11, 2024

This solution shows how Amazon Bedrock agents can be configured to accept cloud architecture diagrams, automatically analyze them, and generate Terraform or AWS CloudFormation templates. This will help accelerate deployments, reduce errors, and ensure adherence to security guidelines. Go directly to the Knowledge Base section.

Software Review 125

Software Review Infrastructure Lambda Generative AI 125

AWS Machine Learning - AI

APRIL 24, 2024

With AWS generative AI services like Amazon Bedrock , developers can create systems that expertly manage and respond to user requests. For direct device actions like start, stop, or reboot, we use the action-on-device action group, which invokes a Lambda function. Additionally, you can access device historical data or device metrics.

Artificial Inteligence 124

Artificial Inteligence Lambda Knowledge Base IoT 124

AWS Machine Learning - AI

MARCH 5, 2025

By following these guidelines, data teams can implement high fidelity ground truth generation for question-answering use case evaluation with FMEval. By segment, North America revenue increased 12% Y oY from $316B to $353B, International revenue grew 11% Y oY from$118B to $131B, and AWS revenue increased 13% Y oY from $80B to $91B.

Generative AI 74

Generative AI Systems Review Artificial Inteligence Software Review 74

AWS Machine Learning - AI

FEBRUARY 8, 2024

The agent’s instructions are descriptive guidelines outlining the agent’s intended actions. Each action group can specify one or more API paths, whose business logic is run through the AWS Lambda function associated with the action group. AWS Identity and Access Management (IAM) permissions for the preceding resources.

Knowledge Base 134

Knowledge Base Insurance Lambda AWS 134

Altexsoft

MAY 20, 2020

The list of top five fully-fledged solutions in alphabetical order is as follows : Amazon Web Service (AWS) IoT platform , Cisco IoT , Google Cloud IoT , IBM Watson IoT platform , and. AWS IoT Platform: the best place to build smart cities. In 2020, AWS was recognized as a leading IoT applications platform empowering smart cities.

IoT 141

IoT Azure AWS Transportation 141

AWS Machine Learning - AI

JULY 3, 2024

To answer this question, the AWS Generative AI Innovation Center recently developed an AI assistant for medical content generation. Amazon Lambda : to run the backend code, which encompasses the generative logic. In step 5, the lambda function triggers the Amazon Textract to parse and extract data from pdf documents.

Artificial Inteligence 118

Artificial Inteligence Generative AI Lambda Healthcare 118

AWS Machine Learning - AI

MARCH 20, 2025

Our partnership with AWS and our commitment to be early adopters of innovative technologies like Amazon Bedrock underscore our dedication to making advanced HCM technology accessible for businesses of any size. We are thrilled to partner with AWS on this groundbreaking generative AI project. John Canada, VP of Engineering at Asure.

Generative AI 71

Generative AI Artificial Inteligence Metrics AWS 71

AWS Machine Learning - AI

MARCH 7, 2025

An AWS Batch job reads these documents, chunks them into smaller slices, then creates embeddings of the text chunks using the Amazon Titan Text Embeddings model through Amazon Bedrock and stores them in an Amazon OpenSearch Service vector database. Ryan Doty is a Solutions Architect Manager at AWS, based out of New York.

Generative AI 71

Generative AI Technical Review Insurance Policies 71

AWS Machine Learning - AI

OCTOBER 15, 2024

Despite the existence of AWS Application Discovery Service or the presence of some form of configuration management database (CMDB), customers still face many challenges. Customization and adaptability : Action groups allow users to customize migration workflows to suit specific AWS environments and requirements.

Lambda 87

Lambda Knowledge Base AWS Generative AI 87

AWS Machine Learning - AI

NOVEMBER 24, 2023

This solution is available in the AWS Solutions Library. The README file contains all the information you need to get started, from requirements to deployment guidelines. AWS Lambda – AWS Lambda provides serverless compute for processing. The response is passed back from AWS Lambda to Amazon API Gateway.

eCommerce 108

eCommerce Generative AI Lambda AWS 108

AWS Machine Learning - AI

MAY 21, 2024

Organizations such as the Interactive Advertising Bureau (IAB) and the Global Alliance for Responsible Media (GARM) have developed comprehensive guidelines and frameworks for classifying the brand safety of content. Our CMS backend Nova is implemented using Amazon API Gateway and several AWS Lambda functions.

Generative AI 123

Generative AI Artificial Inteligence AWS Advertising 123

Altexsoft

SEPTEMBER 3, 2021

What Is AWS CloudFormation? AWS CloudFormation is a solution that facilitates modelling and setting up AWS resources, which helps you save time on management. The YAML and JSON specifications supported by AWS CloudFormation include: Use of the ECMA-404 JSON standard. Alternatively, use a ready-made AWS template.

AWS 64

AWS Infrastructure Lambda Policies 64

AWS Machine Learning - AI

OCTOBER 24, 2024

These agents work with AWS managed infrastructure capabilities and Amazon Bedrock , reducing infrastructure management overhead. The agent can recommend software and architecture design best practices using the AWS Well-Architected Framework for the overall system design. What are the top five most expensive products?

Generative AI 87

Generative AI Artificial Inteligence Applications Knowledge Base 87

AWS Machine Learning - AI

OCTOBER 2, 2024

In this post, we share AWS guidance that we have learned and developed as part of real-world projects into practical guides oriented towards the AWS Well-Architected Framework , which is used to build production infrastructure and applications on AWS. We focus on the operational excellence pillar in this post.

Generative AI 111

Generative AI Artificial Inteligence AWS Government 111

Tenable

JANUARY 8, 2024

It is even more difficult to isolate compliance issues like a publicly exposed Lambda service or poor access management, let alone prioritize which one needs to be fixed first. Image source: Tenable Cloud Security Conclusion Achieving compliance in the cloud starts with translating compliance guidelines to the reality of cloud architecture.

Compliance 85

Compliance Weak Development Team Guidelines Lambda 85

Stackery

FEBRUARY 28, 2019

The reality is, despite Lambdas running on a highly managed OS layer, that layer still exists and can be manipulated. To put it another way, to be comprehensible and usable to developers of existing web apps, Lambdas need to have the normal abilities of a program running on an OS. How much damage could you possibly do? This is good!

Serverless 58

Serverless Lambda Policies AWS 58

Lacework

JULY 19, 2022

AWS runs a lot of events each year. From the AWS Summits that start in the spring, to AWS re:Inforce in the summer, wrapping up the year with AWS re:Invent, all of these events have a ton of content that is focused on helping you learn more about building in the cloud. Keynotes are the marquee sessions at each AWS event.

AWS 52

AWS Conference Technical Review Lambda 52

O'Reilly Media - Ideas

MAY 3, 2022

QR codes are awful. Are they less awful when they’re animated ? Lambda Function URLs automate the configuration of an API endpoint for single-function microservices on AWS. Google has published Little Signals , six experiments with ambient notifications that includes code, electronics, and 3D models for hardware.

Artificial Inteligence 121

Artificial Inteligence Trends Energy Software Review 121

Modus Create

MARCH 10, 2021

Serverless architecture has grown more popular since Amazon Web Services (AWS) introduced Lambda. There are a collection of guidelines and tools on Serverless security and Modus Create provides application security consulting, designed to enumerate threats, vulnerabilities, and risks. The New LAMP Stack: Serverless on AWS.

Serverless 45

Serverless PHP Applications Lambda 45

Stacks on Stacks

FEBRUARY 28, 2019

The reality is, despite Lambdas running on a highly managed OS layer, that layer still exists and can be manipulated. To put it another way, to be comprehensible and usable to developers of existing web apps, Lambdas need to have the normal abilities of a program running on an OS. How much damage could you possibly do? This is good!

Serverless 40

Serverless Lambda AWS Policies 40

Modus Create

MAY 12, 2022

Therefore, the team understood that all UI decisions of the application needed to adhere to the company brand guidelines. Backend Development with AWS Serverless. However, we simply didn’t have time to invest in an in-house hardware setup or complex AWS configuration. . Backend Development with AWS Serverless.

Mobile 75

Mobile Technical Review Serverless AWS 75

Altexsoft

JUNE 1, 2020

You will also learn what are the essential building blocks of a data lake architecture, and what cloud-based data lake options are available on AWS, Azure, and GCP. Data Lake on AWS. For many organizations, the offered solution, called Data Lake on AWS, is the best starting option. What Is a Data Lake? Azure Data Lake.

Data 69

Data Cloud Azure Storage 69

Strategic Tech

JULY 21, 2020

I recommend that you don’t view your architecture modernisation as a waterfall project rather as a guideline for the direction you want to travel in with the expectation that your path will change multiple times on the way. AWS Lambda) along with your technology choices (e.g. The following caveats should always be kept in mind.

Architecture 98

Architecture Technical Review Software Review Microservices 98

Altexsoft

SEPTEMBER 6, 2023

Cloud providers , such as AWS with Lambda or Google Cloud with Cloud Functions, take on the heavy lifting. These are AWS services or developer-created applications that produce events and can serve as triggers. They can detect vulnerabilities in real-time, be it a misconfigured AWS Lambda function or a poorly set API Gateway.

Serverless 52

Serverless Applications Cloud AWS 52

Perficient

MARCH 13, 2023

Administrators can configure and manage the work structure, service guidelines, and basic requirements through the software. Supervisors can effortlessly manage the service provided by the technicians through a map view or Gantt graph. Use Cases of Salesforce Field Service Lightning: 2.

Cloud 69

Cloud UI/UX Social Software Review 69

OpenCredo

MARCH 20, 2020

Least privilege is often the best guideline – however, taking this to a high level of granularity can result in significant friction with back-and-forth access control change requests as the permissions are tuned. AWS CloudTrail provides a full audit trail of all actions performed over the AWS API.

Cloud 40

Cloud Data Weak Development Team Compliance 40

Altexsoft

OCTOBER 26, 2023

Moreover, AI tools can evaluate code for consistency and readability to ensure that it adheres to established style guidelines and can be easily understood by other developers. Here, the user has created code that would write unencrypted AWS credentials to a log. Integrations. Functionality.

Software Review 52

Software Review Tools Artificial Inteligence ChatGPT 52

AWS Machine Learning - AI

NOVEMBER 30, 2023

The number of companies launching generative AI applications on AWS is substantial and building quickly, including adidas, Booking.com, Bridgewater Associates, Clariant, Cox Automotive, GoDaddy, and LexisNexis Legal & Professional, to name just a few. Innovative startups like Perplexity AI are going all in on AWS for generative AI.

Generative AI 136

Generative AI AWS Artificial Inteligence Software Review 136

AWS Machine Learning - AI

NOVEMBER 27, 2024

With the Amazon Bedrock serverless experience, you can get started quickly, privately customize FMs with your own data, integrate and deploy them into your application using Amazon Web Services (AWS) tools without having to manage any infrastructure. This approach can accelerate development, reduce errors, and adhere to security guidelines.

Software Review 95

Software Review Lambda Artificial Inteligence Generative AI 95

AWS Machine Learning - AI

OCTOBER 25, 2024

We share our learnings in our solution to help you understanding how to use AWS technology to build solutions to meet your goals. Technical overview Planview used key AWS services to build its multi-agent architecture. Application teams manage their agents using Lambda functions that interact with Amazon Bedrock.

Project Management 106

Project Management Artificial Inteligence Scalability Generative AI 106

Perficient

MARCH 19, 2025

Scenario An automated process exports an Excel spreadsheet daily and places the file in an AWS S3 bucket. You are tasked with creating an AWS Lambda function in Python to ingest this file and insert the data into a MongoDB. Additionally, you have exposed details about your AWS system and MongoDB installation.

Software Review 52

Software Review Software Development Systems Review Software 52

AWS Machine Learning - AI

NOVEMBER 20, 2024

Mark43’s public safety solution built on the AWS Cloud Mark43 offers a cloud-native Public Safety Platform with powerful computer-aided dispatch (CAD), records management system (RMS), and analytics solutions, positioning agencies at the forefront of public safety technology.

Generative AI 100

Generative AI Applications Artificial Inteligence AWS 100