AWS Machine Learning - AI

JANUARY 22, 2025

Security and compliance regulations require that security teams audit the actions performed by systems administrators using privileged credentials. We explain the end-to-end solution workflow, the prompts needed to produce the transcript and perform security analysis, and provide a deployable solution architecture.

Generative AI 111

Generative AI Video Analysis Technical Review 111

AWS Machine Learning - AI

NOVEMBER 19, 2024

Amazon Bedrock offers a serverless experience so you can get started quickly, privately customize FMs with your own data, and integrate and deploy them into your applications using AWS tools without having to manage infrastructure. The following diagram provides a detailed view of the architecture to enhance email support using generative AI.

Knowledge Base 109

Knowledge Base Generative AI Technical Review Lambda 109

AWS Machine Learning - AI

NOVEMBER 6, 2024

Inconsistent governance – Without a standardized, self-service mechanism to access the CCoE teams’ expertise and disseminate guidance on new policies, compliance practices, or governance controls, it was difficult to maintain consistency based on the CCoE best practices across each business unit.

Generative AI 115

Generative AI Government Technical Review Innovation 115

AWS Machine Learning - AI

NOVEMBER 7, 2024

API Gateway is serverless and hence automatically scales with traffic. The advantage of using Application Load Balancer is that it can seamlessly route the request to virtually any managed, serverless or self-hosted component and can also scale well. It’s serverless so you don’t have to manage the infrastructure.

Generative AI 113

Generative AI AWS Enterprise Artificial Inteligence 113

Palo Alto Networks

OCTOBER 22, 2024

According to the Unit 42 Cloud Threat Report : The rate of cloud migration shows no sign of slowing down—from $370 billion in 2021, with predictions to reach $830 billion in 2025—with many cloud-native applications and architectures already having had time to mature. Maintain compliance with industry regulations.

Cloud 105

Cloud Artificial Inteligence Software Review Systems Review 105

CIO

DECEMBER 20, 2024

With a wide range of services, including virtual machines, Kubernetes clusters, and serverless computing, Azure requires advanced management strategies to ensure optimal performance, enhanced security, and cost efficiency. With minimal manual intervention, Turbo360 helps automate key tasks such as scaling, deployment, and compliance checks.

Azure 88

Azure Analysis Cloud Resources 88

TechCrunch

DECEMBER 8, 2021

Wiz started out by creating an agentless tool to scan across the range of cloud tooling from virtual machines to containers to serverless, says Raaz Herzberg, Wiz’s head of product. Once in production, it can continue to monitor the code for compliance with the policies. No, that is not a typo.).

Software Review 206

Software Review Tools Development Serverless 206

AWS Machine Learning - AI

APRIL 30, 2025

At scale, upholding the accuracy of each financial event and maintaining compliance becomes a monumental challenge. The following diagram illustrates the architecture using AWS services. As businesses expand, they encounter a vast array of transactions that require meticulous documentation, categorization, and reconciliation.

Artificial Inteligence 106

Artificial Inteligence Technical Review Software Review Generative AI 106

AWS Machine Learning - AI

OCTOBER 11, 2024

A streamlined process should include steps to ensure that events are promptly detected, prioritized, acted upon, and documented for future reference and compliance purposes, enabling efficient operational event management at scale. The following diagram illustrates the solution architecture.

Cloud 97

Cloud AWS Serverless Lambda 97

AWS Machine Learning - AI

NOVEMBER 22, 2023

The financial service (FinServ) industry has unique generative AI requirements related to domain-specific data, data security, regulatory controls, and industry compliance standards. We also use Vector Engine for Amazon OpenSearch Serverless (currently in preview) as the vector data store to store embeddings.

Artificial Inteligence 125

Artificial Inteligence Serverless Engineering Machine Learning 125

AWS Machine Learning - AI

MAY 31, 2024

With the Amazon Bedrock serverless experience, you can get started quickly, privately customize FMs with your own data, and integrate and deploy them into your applications using the Amazon Web Services (AWS) tools without having to manage infrastructure. The following diagram depicts a high-level RAG architecture.

Knowledge Base 131

Knowledge Base Artificial Inteligence AWS Serverless 131

AWS Machine Learning - AI

JANUARY 29, 2025

In this post, we evaluate different generative AI operating model architectures that could be adopted. While LOBs drive their AI use cases, the central team governs guardrails, model risk management, data privacy, and compliance posture. The following diagram shows the architecture of the decentralized operating model.

Generative AI 99

Generative AI Organization Enterprise Artificial Inteligence 99

AWS Machine Learning - AI

APRIL 29, 2025

Compliance with AI regulation As global regulations around AI continue to evolve, red teaming can help organizations by setting up mechanisms to systematically test their applications and make them more resilient, or serve as a tool to adhere to transparency and accountability requirements.

Generative AI 74

Generative AI Weak Development Team AWS Artificial Inteligence 74

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. Verisk also has a legal review for IP protection and compliance within their contracts.

Generative AI 102

Generative AI Technical Review Insurance Policies 102

Xebia

MAY 21, 2024

This involves updating existing systems to take advantage of modern cloud-native architectures, technologies, and best practices, which always follow the six Pillars of AWS Well Architecture Framework: Operational Excellence, Security, Reliability, Performance Efficiency, Cost Optimization, and Sustainability.

AWS 130

AWS Strategy Serverless Microservices 130

Perficient

FEBRUARY 13, 2025

I want to understand more about the architecture from a Databricks perspective and I was able to find out some information from the Introducing SAP Databricks post on the internal Databricks blog page. The serverless SQL warehouses have been kind of a game changer for me because they spin up immediately and size elastically.

Government 64

Government Open Source Artificial Inteligence Machine Learning 64

CIO

DECEMBER 22, 2023

Skills: Skills for this role include knowledge of application architecture, automation, ITSM, governance, security, and leadership. With 65% of IT decision-makers choosing cloud-based services by default when upgrading technology, cloud architects will only become more important for enterprise success.

Cloud 195

Cloud Company Disaster Recovery Software Engineering 195

O'Reilly Media - Ideas

MAY 19, 2020

Interestingly, multi-cloud, or the use of multiple cloud computing and storage services in a single homogeneous network architecture, had the fewest users (24% of the respondents). First, our survey didn’t ask respondents if they (or their organizations) have adopted microservices architecture. Serverless Stagnant.

Cloud 144

Cloud Microservices Serverless Survey 144

AWS Machine Learning - AI

MARCH 14, 2025

The architecture is complemented by essential supporting services, including AWS Key Management Service (AWS KMS) for security and Amazon CloudWatch for monitoring, creating a resilient, serverless container environment that alleviates the need to manage underlying infrastructure while maintaining robust security and high availability.

AWS 134

AWS Generative AI Linux Groups 134

AWS Machine Learning - AI

DECEMBER 11, 2024

When Amazon Q Business became generally available in April 2024, we quickly saw an opportunity to simplify our architecture, because the service was designed to meet the needs of our use caseto provide a conversational assistant that could tap into our vast (sales) domain-specific knowledge bases.

AWS 109

AWS Generative AI Technical Review Artificial Inteligence 109

CIO

MAY 12, 2022

Full integration with AWS, third-party marketplace, serverless options. Supports larger data management architecture; modular options available. There are also some focused tools for specific industries such as the Anti-Money Laundering software designed to forecast potential compliance problems. On premises or in Alteryx cloud.

Analytics 206

Analytics Tools Artificial Inteligence Open Source 206

Stackery

APRIL 7, 2020

Stackery’s secure serverless platform for AWS offers teams a key resource to help realize the promise of serverless – by automating otherwise complex infrastructure processes, we enable you to leverage the massive suite of AWS tools and services with minimal management overhead. Stackery’s serverless platform helps teams: .

Serverless 66

Serverless Development AWS Architecture 66

AWS Machine Learning - AI

APRIL 22, 2025

Seamless live stream acquisition The solution begins with an IP-enabled camera capturing the live event feed, as shown in the following section of the architecture diagram. A serverless, event-driven workflow using Amazon EventBridge and AWS Lambda automates the post-event processing.

Media 83

Media Knowledge Base AWS Systems Review 83

AWS Machine Learning - AI

APRIL 9, 2025

Enforce financial services compliance with Amazon Q Business analytics Maintaining regulatory compliance while enabling productivity is a delicate balance. Lets explore how a financial services organization can use Amazon Q Business Insights capabilities and logging features to maintain compliance and protect against policy violations.

Weak Development Team 90

Weak Development Team Metrics AWS Systems Review 90

Mobilunity

APRIL 22, 2025

NoOps is supported by modern technologies such as Infrastructure as Code (IaC), AI-driven monitoring, and serverless architectures. Cost-Effectiveness through Serverless Computing: Utilizes serverless architectures (e.g., Event-Driven Execution Serverless platforms execute functions in response to events (e.g.,

DevOps 40

DevOps Software Review Development Team Review Technical Review 40

Palo Alto Networks

MAY 15, 2020

Cloud native development relies on workloads spread across any number of compute options – virtual machines (VMs), containers, serverless and many points in between. Serverless protection. In the diagram below, Gartner highlights the Evolution of Workload Abstractions as it relates to cloud-native application architectures: .

Marketing 98

Marketing Cloud Serverless Architecture 98

Palo Alto Networks

APRIL 28, 2021

New functionality increases automation and detection, simplifies compliance checks and deepens visibility into malware threats for containers and hosts. An improved compliance dashboard for analyzing security posture against leading frameworks. Simplified Compliance for Hosts, Containers and Serverless Apps.

Cloud 98

Cloud Malware Serverless Compliance 98

AWS Machine Learning - AI

OCTOBER 15, 2024

In the following sections, we walk you through constructing a scalable, serverless, end-to-end Public Speaking Mentor AI Assistant with Amazon Bedrock, Amazon Transcribe , and AWS Step Functions using provided sample code. The following diagram shows our solution architecture.

Generative AI 123

Generative AI Virtualization Technical Advisors AWS 123

AWS Machine Learning - AI

FEBRUARY 11, 2025

Solution overview The following architecture diagram represents the high-level design of a solution proven effective in production environments for AWS Support Engineering. The following diagram illustrates an example architecture for ingesting data through an endpoint interfacing with a large corpus.

Knowledge Base 103

Knowledge Base Lambda Enterprise AWS 103

AWS Machine Learning - AI

MARCH 20, 2025

Asure , a company of over 600 employees, is a leading provider of cloud-based workforce management solutions designed to help small and midsized businesses streamline payroll and human resources (HR) operations and ensure compliance. This is powered by the web app portion of the architecture diagram (provided in the next section).

Generative AI 93

Generative AI Artificial Inteligence Metrics AWS 93

Palo Alto Networks

APRIL 28, 2021

New functionality increases automation and detection, simplifies compliance checks and deepens visibility into malware threats for containers and hosts. An improved compliance dashboard for analyzing security posture against leading frameworks. Simplified Compliance for Hosts, Containers and Serverless Apps.

Cloud 94

Cloud Malware Serverless Compliance 94

CIO

NOVEMBER 29, 2023

Platform lock-in occurs when you have a complete cloud foundation configuration (resource grouping, policies, RBAC, hybrid connectivity, monitoring, compliance, etc.) Architectural lock-in is when the application relies on multiple managed services from the cloud provider.

Cloud 187

Cloud Technical Review Software Review Systems Review 187

O'Reilly Media - Ideas

APRIL 30, 2019

This shift is an important part of a trend we call the Next Architecture , with organizations embracing the combination of cloud, containers, orchestration, and microservices to meet customer expectations for availability, features, and performance. 40% of respondents use a hybrid cloud architecture. AWS, Azure, and Google Cloud (15%).

Infrastructure 108

Infrastructure Cloud Company Survey 108

Mobilunity

DECEMBER 26, 2024

This guide is designed to streamline the Amazon Web Services migration procedure by offering a comprehensive checklist that addresses major challenges and resolves frequent issues like data integrity, compliance, and cost control. Ensure security compliance Tackle compliance requirements that are specific to the industry, like GDPR or HIPAA.

AWS 52

AWS Cloud Weak Development Team DevOps 52

AWS Machine Learning - AI

AUGUST 2, 2024

In this post, we explain how Cepsa Química and partner Keepler have implemented a generative AI assistant to increase the efficiency of the product stewardship team when answering compliance queries related to the chemical products they market. The following diagram illustrates this architecture.

Artificial Inteligence 127

Artificial Inteligence Generative AI Energy Knowledge Base 127

AWS Machine Learning - AI

JANUARY 29, 2025

Amazon Bedrock Custom Model Import enables the import and use of your customized models alongside existing FMs through a single serverless, unified API. This serverless approach eliminates the need for infrastructure management while providing enterprise-grade security and scalability. 8B 128K model to 8 Units for a Llama 3.1

Generative AI 118

Generative AI Artificial Inteligence AWS Serverless 118

Palo Alto Networks

JULY 9, 2019

This is hot off the heels of our acquisition of PureSec , a leader in protecting serverless applications. Most modern applications utilize a mix of platform as a service (PaaS), VMs, serverless and other resources offered by cloud service providers. From Containers to Serverless and Beyond! Read the news release.

Serverless 54

Serverless Lambda Compliance Cloud 54