Architecture, Guidelines and Lambda

How BQA streamlines education quality reporting using Amazon Bedrock

AWS Machine Learning - AI

JANUARY 13, 2025

The architecture seamlessly integrates multiple AWS services with Amazon Bedrock, allowing for efficient data extraction and comparison. The following diagram illustrates the solution architecture. The text summarization Lambda function is invoked by this new queue containing the extracted text.

Education

Education Report Technical Review Generative AI

Multi-LLM routing strategies for generative AI applications on AWS

AWS Machine Learning - AI

APRIL 9, 2025

This architecture workflow includes the following steps: A user submits a question through a web or mobile application. For detailed implementation guidelines and examples of Intelligent Prompt Routing on Amazon Bedrock, see Reduce costs and latency with Amazon Bedrock Intelligent Prompt Routing and prompt caching. 70B and 8B.

Artificial Inteligence

Artificial Inteligence Generative AI AWS Applications

Building Resilient Public Networking on AWS: Part 4

Xebia

OCTOBER 23, 2024

Architecture Overview The accompanying diagram visually represents our infrastructure’s architecture, highlighting the relationships between key components. We will also see how this new method can overcome most of the disadvantages we identified with the previous approach. Without further ado, let’s get into the business!

AWS

AWS Network Software Review Lambda

Webinars

Agent Tooling: Connecting AI to Your Tools, Systems & Data

Automation, Evolved: Your New Playbook for Smarter Knowledge Work

Mastering Apache Airflow® 3.0: What’s New (and What’s Next) for Data Orchestration

MORE WEBINARS

Introducing AWS MCP Servers for code assistants (Part 1)

AWS Machine Learning - AI

APRIL 1, 2025

Accelerate building on AWS What if your AI assistant could instantly access deep AWS knowledge, understanding every AWS service, best practice, and architectural pattern? Lets create an architecture that uses Amazon Bedrock Agents with a custom action group to call your internal API.

AWS

AWS Software Review Knowledge Base Artificial Inteligence

Build a gen AI–powered financial assistant with Amazon Bedrock multi-agent collaboration

AWS Machine Learning - AI

MAY 2, 2025

This architecture demonstrates the significant advantages of deploying multiple specialized agents, each designed to handle distinct aspects of complex tasks such as financial analysis. Furthermore, the systems modular architecture facilitates seamless maintenance, updates, and scalability.

Real Estate

Real Estate Artificial Inteligence Knowledge Base Lambda

Revolutionizing clinical trials with the power of voice and AI

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

Artificial Inteligence Technical Review Healthcare Systems Review

Using Agents for Amazon Bedrock to interactively generate infrastructure as code

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.

Software Review

Software Review Infrastructure Lambda Generative AI

Accelerate IaC troubleshooting with Amazon Bedrock Agents

AWS Machine Learning - AI

FEBRUARY 25, 2025

Solution overview Before we dive into the deployment process, lets walk through the key steps of the architecture as illustrated in the following figure. This function invokes another Lambda function (see the following Lambda function code ) which retrieves the latest error message from the specified Terraform Cloud workspace.

Lambda

Lambda Generative AI AWS Software Review

Generate customized, compliant application IaC scripts for AWS Landing Zone using Amazon Bedrock

AWS Machine Learning - AI

APRIL 18, 2024

With Amazon Bedrock, teams can input high-level architectural descriptions and use generative AI to generate a baseline configuration of Terraform scripts. AWS Landing Zone architecture in the context of cloud migration AWS Landing Zone can help you set up a secure, multi-account AWS environment based on AWS best practices.

AWS

AWS Applications Lambda Knowledge Base

Boost productivity by using AI in cloud operational health management

AWS Machine Learning - AI

OCTOBER 11, 2024

It can be extended to incorporate additional types of operational events—from AWS or non-AWS sources—by following an event-driven architecture (EDA) approach. The following diagram illustrates the solution architecture. See Amazon Bedrock pricing , Amazon OpenSearch pricing and Amazon Kendra pricing for pricing details.

Cloud

Cloud AWS Serverless Policies

Accenture creates a regulatory document authoring solution using AWS generative AI services

AWS Machine Learning - AI

FEBRUARY 6, 2024

This solution relies on the AWS Well-Architected principles and guidelines to enable the control, security, and auditability requirements. The following diagram illustrates the solution architecture. Amazon SQS enables a fault-tolerant decoupled architecture. The user-friendly system also employs encryption for security.

Generative AI

Generative AI AWS Lambda Technical Review

Legacy Architecture Modernisation With Strategic Domain-Driven Design

Strategic Tech

JULY 21, 2020

Most organisations go through an architecture modernisation effort at some point as their systems drift into a state of intolerable maintenance costs and they diverge too far from modern technological advances. What architecture will be optimal for enabling that business vision? How are we going to deliver the new architecture?

Architecture

Architecture Technical Review Software Review Microservices

Accelerating insurance policy reviews with generative AI: Verisk’s Mozart companion

AWS Machine Learning - AI

MARCH 7, 2025

In this post, we describe the development journey of the generative AI companion for Mozart, the data, the architecture, and the evaluation of the pipeline. The following diagram illustrates the solution architecture. You can create a decoupled architecture with reusable components. Connect with him on LinkedIn.

Generative AI

Generative AI Technical Review Insurance Policies

Medical content creation in the age of generative AI

AWS Machine Learning - AI

JULY 3, 2024

Image 1: High-level overview of the AI-assistant and its different components Architecture The overall architecture and the main steps in the content creation process are illustrated in Image 2. Amazon Lambda : to run the backend code, which encompasses the generative logic.

Artificial Inteligence

Artificial Inteligence Generative AI Lambda Healthcare

Enhance conversational AI with advanced routing techniques with Amazon Bedrock

AWS Machine Learning - AI

APRIL 24, 2024

This is done using ReAct prompting, which breaks down the task into a series of steps that are processed sequentially: For device metrics checks, we use the check-device-metrics action group, which involves an API call to Lambda functions that then query Amazon Athena for the requested data. It serves as the data source to the knowledge base.

Artificial Inteligence

Artificial Inteligence Lambda Knowledge Base IoT

Accelerate migration portfolio assessment using Amazon Bedrock

AWS Machine Learning - AI

OCTOBER 15, 2024

These techniques include chain-of-thought prompting , zero-shot prompting , multishot prompting , few-shot prompting , and model-specific prompt engineering guidelines (see Anthropic Claude on Amazon Bedrock prompt engineering guidelines). Access to Amazon Bedrock models.

Lambda

Lambda Knowledge Base AWS Generative AI

Asure’s approach to enhancing their call center experience using generative AI and Amazon Q in Quicksight

AWS Machine Learning - AI

MARCH 20, 2025

Moreover, Amazon Bedrock offers integration with other AWS services like Amazon SageMaker , which streamlines the deployment process, and its scalable architecture makes sure the solution can adapt to increasing call volumes effortlessly. This is powered by the web app portion of the architecture diagram (provided in the next section).

Generative AI

Generative AI Artificial Inteligence Metrics AWS

Automating product description generation with Amazon Bedrock

AWS Machine Learning - AI

NOVEMBER 24, 2023

The README file contains all the information you need to get started, from requirements to deployment guidelines. The system architecture comprises several core components: UI portal – This is the user interface (UI) designed for vendors to upload product images. AWS Lambda – AWS Lambda provides serverless compute for processing.

eCommerce

eCommerce Generative AI Lambda AWS

Automate the insurance claim lifecycle using Agents and Knowledge Bases for Amazon Bedrock

AWS Machine Learning - AI

FEBRUARY 8, 2024

The following diagram illustrates the solution architecture. 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. create-customer-resources.sh

Knowledge Base

Knowledge Base Insurance Lambda AWS

How 20 Minutes empowers journalists and boosts audience engagement with generative AI on Amazon Bedrock

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

Generative AI Artificial Inteligence AWS Advertising

Ground truth generation and review best practices for evaluating generative AI question-answering with FMEval

AWS Machine Learning - AI

MARCH 5, 2025

These assistants can be powered by various backend architectures including Retrieval Augmented Generation (RAG), agentic workflows, fine-tuned large language models (LLMs), or a combination of these techniques. Generative AI question-answering applications are pushing the boundaries of enterprise productivity.

Generative AI

Generative AI Systems Review Software Review Artificial Inteligence

Learning to Love Audit and Compliance - It’s Possible

Tenable

JANUARY 8, 2024

Without a centralized view of the cloud architecture, compliance teams can’t see across multiple clouds or monitor frequent changes to the configurations of applications as they’re running. They’re often left scrambling to produce granular insights on their cloud resources.

Compliance

Compliance Weak Development Team Guidelines Lambda

Create a generative AI-based application builder assistant using Amazon Bedrock Agents

AWS Machine Learning - AI

OCTOBER 24, 2024

The agent can recommend software and architecture design best practices using the AWS Well-Architected Framework for the overall system design. Create and associate an action group with an API schema and a Lambda function. Recommend AWS best practices for system design with the AWS Well-Architected Framework guidelines.

Generative AI

Generative AI Artificial Inteligence Applications Knowledge Base

Injection Attacks: Protecting Your Serverless Functions

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

Serverless Lambda Policies AWS

Achieve operational excellence with well-architected generative AI solutions using Amazon Bedrock

AWS Machine Learning - AI

OCTOBER 2, 2024

You can securely integrate and deploy generative AI capabilities into your applications using services such as AWS Lambda , enabling seamless data management, monitoring, and compliance (for more details, see Monitoring and observability ).

Generative AI

Generative AI Artificial Inteligence AWS Government

How to Build a Serverless Application Using Laravel and Bref

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. runtime: provided.al2.

Serverless

Serverless PHP Applications Lambda

Injection Attacks: Protecting Your Serverless Functions

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

Serverless Lambda AWS Policies

Data Lake 2.0: Building a Lightweight Data Lake in the Cloud

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 Architecture. Cloud Data Lake Architectures: The Big Three. Read our requirements and guidelines to become a contributor. What Is a Data Lake?

Data

Data Cloud Azure Technical Review

Serverless Security: Building Robust and Resilient Applications in a Cloud-Native Environment

Altexsoft

SEPTEMBER 6, 2023

Understanding Serverless Architecture Serverless computing , contrary to its name, doesn’t mean servers are absent. Benefits of Serverless Architecture Serverless computing has gained prominence over the last decade due to its ability to reduce costs, decrease latency, improve scalability, eliminate server-side management, etc.

Serverless

Serverless Applications Cloud AWS

We Made a Mobile App in Six Weeks. Here’s How You Can Too.

Modus Create

MAY 12, 2022

Therefore, the team understood that all UI decisions of the application needed to adhere to the company brand guidelines. It empowered us to build the app quickly by leveraging its simplicity and minimalist, functional architecture. Finally, the application design had to reflect the Modus Create brand. StencilJS is one such option.

Mobile

Mobile Technical Review Serverless AWS

Welcome to a New Era of Building in the Cloud with Generative AI on AWS

AWS Machine Learning - AI

NOVEMBER 30, 2023

CRM or ERP applications), and write a few AWS Lambda functions to execute the APIs (e.g., and it will provide a list of potential services like AWS Amplify , AWS Lambda , and Amazon EC2 with the advantages of each. Ask “What are the latest guidelines for logo usage?”, check availability of an item in the ERP inventory).

Generative AI

Generative AI AWS Artificial Inteligence Software Review

Making Sense of IoT Platforms: AWS vs Azure vs Google vs IBM vs Cisco

Altexsoft

MAY 20, 2020

IoT architecture layers. Vetted messages are processed by the Rules Engine which routes them either to a device or cloud AWS service — like AWS Lambda (a serverless computing platform), Amazon Kinesis (a solution for processing big data in real time), Amazon S3 (a storage service), to name a few. IOx environment structure.

IoT

IoT Azure AWS Transportation

The types of sessions at an AWS conference and why they matter

Lacework

JULY 19, 2022

Glenn Gore’s “ Leadership Session: AWS Architecture ” from AWS re:Invent 2019. Session levels provide guidelines that help you plan the sessions you’ll attend and which ones you might want to flag for later review. The first ever session with AWS Lambda, “ Getting Started with AWS Lambda ”, by Tim Wagner.

AWS

AWS Conference Technical Review Lambda

Security, Usability & Cloud Data Services in Finance

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

Cloud Data Weak Development Team Compliance

How GoDaddy built a category generation system at scale with batch inference for Amazon Bedrock

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

Artificial Inteligence Systems Review System Generative AI

Use Amazon Bedrock Agents for code scanning, optimization, and remediation

AWS Machine Learning - AI

NOVEMBER 27, 2024

This approach can accelerate development, reduce errors, and adhere to security guidelines. The Amazon Bedrock agent forwards the details to an action group that invokes a Lambda function. An AWS account with appropriate IAM permissions to create agents and knowledge bases in Amazon Bedrock, Lambda functions, and IAM roles.

Software Review

Software Review Lambda Artificial Inteligence Generative AI

How Planview built a scalable AI Assistant for portfolio and project management using Amazon Bedrock

AWS Machine Learning - AI

OCTOBER 25, 2024

This approach is both architecturally and organizationally scalable, enabling Planview to rapidly develop and deploy new AI skills to meet the evolving needs of their customers. This post focuses primarily on the first challenge: routing tasks and managing multiple agents in a generative AI architecture.

Project Management

Project Management Scalability Artificial Inteligence Generative AI

Embedding secure generative AI in mission-critical public safety applications

AWS Machine Learning - AI

NOVEMBER 20, 2024

By using purpose-built Amazon Web Services (AWS) cloud services and modern software architecture, Mark43 delivers an intuitive, user-friendly experience that empowers both frontline personnel and command staff. They use event-driven architectures, real-time processing, and purpose-built AWS services for hosting data and running analytics.

Generative AI

Generative AI Applications Artificial Inteligence AWS

Enterprise-grade natural language to SQL generation using LLMs: Balancing accuracy, latency, and scale

AWS Machine Learning - AI

APRIL 24, 2025

That post has many useful recommendations for generating high-quality SQL, and the guidelines outlined might be sufficient for your needs, depending on the inherent complexity of the database schemas. AWS solution architecture In this section, we illustrate how you might implement the architecture on AWS.

Artificial Inteligence

Artificial Inteligence Enterprise Generative AI Technical Review

How BQA streamlines education quality reporting using Amazon Bedrock

Multi-LLM routing strategies for generative AI applications on AWS

Webinars

Trending Sources

Building Resilient Public Networking on AWS: Part 4

Webinars

Introducing AWS MCP Servers for code assistants (Part 1)

Build a gen AI–powered financial assistant with Amazon Bedrock multi-agent collaboration

Revolutionizing clinical trials with the power of voice and AI

Using Agents for Amazon Bedrock to interactively generate infrastructure as code

Accelerate IaC troubleshooting with Amazon Bedrock Agents

Generate customized, compliant application IaC scripts for AWS Landing Zone using Amazon Bedrock

Boost productivity by using AI in cloud operational health management

Accenture creates a regulatory document authoring solution using AWS generative AI services

Legacy Architecture Modernisation With Strategic Domain-Driven Design

Accelerating insurance policy reviews with generative AI: Verisk’s Mozart companion

Medical content creation in the age of generative AI

Enhance conversational AI with advanced routing techniques with Amazon Bedrock

Accelerate migration portfolio assessment using Amazon Bedrock

Asure’s approach to enhancing their call center experience using generative AI and Amazon Q in Quicksight

Automating product description generation with Amazon Bedrock

Automate the insurance claim lifecycle using Agents and Knowledge Bases for Amazon Bedrock

How 20 Minutes empowers journalists and boosts audience engagement with generative AI on Amazon Bedrock

Ground truth generation and review best practices for evaluating generative AI question-answering with FMEval

Learning to Love Audit and Compliance - It’s Possible

Create a generative AI-based application builder assistant using Amazon Bedrock Agents

Injection Attacks: Protecting Your Serverless Functions

Achieve operational excellence with well-architected generative AI solutions using Amazon Bedrock

How to Build a Serverless Application Using Laravel and Bref

Injection Attacks: Protecting Your Serverless Functions

Data Lake 2.0: Building a Lightweight Data Lake in the Cloud

Serverless Security: Building Robust and Resilient Applications in a Cloud-Native Environment

We Made a Mobile App in Six Weeks. Here’s How You Can Too.

Welcome to a New Era of Building in the Cloud with Generative AI on AWS

Making Sense of IoT Platforms: AWS vs Azure vs Google vs IBM vs Cisco

The types of sessions at an AWS conference and why they matter

Security, Usability & Cloud Data Services in Finance

How GoDaddy built a category generation system at scale with batch inference for Amazon Bedrock

Use Amazon Bedrock Agents for code scanning, optimization, and remediation

How Planview built a scalable AI Assistant for portfolio and project management using Amazon Bedrock

Embedding secure generative AI in mission-critical public safety applications

Enterprise-grade natural language to SQL generation using LLMs: Balancing accuracy, latency, and scale

Stay Connected