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 111

Artificial Inteligence Serverless Engineering Machine Learning 111

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. The following prompt is for compliance with a change request runbook: You are an IT Security Auditor. Highlight any actions taken that dont appear to be part of the runbook.

Generative AI 102

Generative AI Video Analysis Technical Review 102

AWS Machine Learning - AI

MARCH 4, 2025

The workflow consists of the following steps: WAFR guidance documents are uploaded to a bucket in Amazon Simple Storage Service (Amazon S3). Using Amazon Bedrock Knowledge Base, the sample solution ingests these documents and generates embeddings, which are then stored and indexed in Amazon OpenSearch Serverless.

Generative AI 98

Generative AI Technical Review Software Review Systems Review 98

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 105

Generative AI AWS Enterprise Artificial Inteligence 105

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.

Knowledge Base 91

Knowledge Base Generative AI Technical Review Lambda 91

AWS Machine Learning - AI

APRIL 9, 2025

These logs can be delivered to multiple destinations, such as CloudWatch, Amazon Simple Storage Service (Amazon S3), or Amazon Data Firehose. Enforce financial services compliance with Amazon Q Business analytics Maintaining regulatory compliance while enabling productivity is a delicate balance.

Weak Development Team 70

Weak Development Team Metrics AWS Systems Review 70

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. Each embedding aims to capture the semantic or contextual meaning of the data.

Knowledge Base 124

Knowledge Base Artificial Inteligence AWS Serverless 124

AWS Machine Learning - AI

NOVEMBER 7, 2024

The solution presented in this post takes approximately 15–30 minutes to deploy and consists of the following key components: Amazon OpenSearch Service Serverless maintains three indexes : the inventory index, the compatible parts index, and the owner manuals index. The following diagram illustrates how it works.

Lambda 121

Lambda Enterprise Automotive Knowledge Base 121

AWS Machine Learning - AI

JULY 3, 2024

Today’s launch of guardrails in Knowledge Bases for Amazon Bedrock brings enhanced safety and compliance to your generative AI RAG applications. Guardrails can prevent the retrieval of unauthorized investment advice and filter out content that violates regulatory compliance. Each medical record is a Word document.

Knowledge Base 122

Knowledge Base Artificial Inteligence Generative AI AWS 122

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. Uploading audio files alone can optimize storage costs.

Generative AI 118

Generative AI Virtualization Technical Advisors AWS 118

CIO

DECEMBER 22, 2023

Skills: Relevant skills for a cloud systems engineer include networking, automation and scripting, Python, PowerShell, automation, security and compliance, containerization, database management, disaster recovery, and performance optimization. Role growth: 16% of companies have added cloud consultants as part of their cloud investments.

Cloud 195

Cloud Company Disaster Recovery Software Engineering 195

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

MARCH 7, 2025

Solution overview The policy documents reside in Amazon Simple Storage Service (Amazon S3) storage. During the solution design process, Verisk also considered using Amazon Bedrock Knowledge Bases because its purpose built for creating and storing embeddings within Amazon OpenSearch Serverless.

Generative AI 81

Generative AI Technical Review Insurance Policies 81

Netlify

SEPTEMBER 7, 2021

That’s why today, we’re incredibly excited to announce Log Drains for the Netlify Enterprise plan , providing analysis, alerting, and data persistence for Netlify traffic and serverless functions logs through Datadog. Serverless function invocation information and performance monitoring.

Serverless 97

Serverless Comparison Enterprise Applications 97

Kaseya

MAY 13, 2021

As the name suggests, a cloud service provider is essentially a third-party company that offers a cloud-based platform for application, infrastructure or storage services. In a public cloud, all of the hardware, software, networking and storage infrastructure is owned and managed by the cloud service provider. What Is a Public Cloud?

Google Cloud 122

Google Cloud Azure AWS Cloud 122

Prisma Clud

NOVEMBER 10, 2022

Prisma Cloud, a leader in Cloud Security Posture Management (CSPM) , reduces the complexity of securing multicloud environments while radically simplifying compliance. Data Security for Azure Blob Storage. Prisma Cloud provides Data Security for Azure Storage Blob to address these challenges. Data inventory for Azure and AWS.

Azure 96

Azure Security Cloud Malware 96

O'Reilly Media - Ideas

APRIL 13, 2023

Imagine application storage and compute as unstoppable as blockchain, but faster and cheaper than the cloud.) Serverless APIs are the culmination of the cloud commoditizing the old hardware-based paradigm. utilities like Filecoin for storage , and APIs like Tableland for databases are also gaining popularity.

Technical Review 145

Technical Review Authentication Storage Serverless 145

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). Serverless Stagnant. Services like AWS S3 are very much “serverless,” but that’s not common usage. 4 By the same margins—i.e.,

Cloud 144

Cloud Microservices Serverless Survey 144

Altexsoft

JANUARY 14, 2021

From simple mechanisms for holding data like punch cards and paper tapes to real-time data processing systems like Hadoop, data storage systems have come a long way to become what they are now. Being relatively new, cloud warehouses more commonly consist of three layers such as compute, storage, and client (service). Is it still so?

Backup 115

Backup Azure Software Review Architecture 115

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 48

Serverless Lambda Compliance Cloud 48

Lacework

DECEMBER 7, 2022

Initially, companies flocked to the cloud for its cheap, abundant compute and storage. As a result, traditional systems designed to provide network visibility, security, and compliance are ineffective when it comes to the cloud. containers, Kubernetes, or serverless functions). So, what is CSPM?

Software Review 98

Software Review Compliance Weak Development Team Systems Review 98

Tamnoon

MARCH 17, 2025

Serverless architecture accelerates development and reduces infrastructure management, but it also introduces security blind spots that traditional tools often fail to detect. Additionally, AWS serverless security pitfalls that compliance checklists often overlook.

Serverless 52

Serverless AWS Lambda How To 52

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 47

Serverless Lambda Compliance Cloud 47

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 109

Artificial Inteligence Generative AI Energy Knowledge Base 109

AWS Machine Learning - AI

DECEMBER 11, 2024

Like any large organization, we have information firewalls between teams that help us properly safeguard customer information and adhere to privacy and compliance rules. He is passionate about serverless technologies, mobile development, leveraging Generative AI, and architecting innovative high-impact solutions.

AWS 91

AWS Generative AI Technical Review Artificial Inteligence 91

Altexsoft

SEPTEMBER 6, 2023

Serverless security has become a significant player in the B2B tech landscape. billion in 2021, the serverless security market is projected to surge to USD 5.1 Furthermore, as per recent data , 21% of enterprises have already integrated serverless technology and an additional 39% are exploring its potential. Let’s get started.

Serverless 52

Serverless Applications Cloud AWS 52

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.) And companies with data-intensive operations face both storage and bandwidth issues, he says, adding that PaaS and IaaS providers use both as competitive differentiators. “If

Cloud 187

Cloud Technical Review Software Review Systems Review 187

CIO

JANUARY 26, 2023

That way the group that added too many fancy features that need too much storage and server time will have to account for their profligacy. They track all the bills, allocating them to the various teams responsible for their accumulation. The good programmers who don’t use too much RAM and disk space can be rewarded.

Tools 174

Tools Cloud Artificial Inteligence Artificial Intelligence 174

AWS Machine Learning - AI

APRIL 22, 2025

MediaLive also extracts the audio-only output and stores it in an Amazon Simple Storage Service (Amazon S3) bucket, facilitating a subsequent postprocessing workflow. A serverless, event-driven workflow using Amazon EventBridge and AWS Lambda automates the post-event processing.

Media 59

Media Knowledge Base AWS Systems Review 59

AWS Machine Learning - AI

SEPTEMBER 17, 2024

Our solution uses an FSx for ONTAP file system as the source of unstructured data and continuously populates an Amazon OpenSearch Serverless vector database with the user’s existing files and folders and associated metadata. The RAG Retrieval Lambda function stores conversation history for the user interaction in an Amazon DynamoDB table.

Generative AI 84

Generative AI AWS Applications Serverless 84

O'Reilly Media - Ideas

APRIL 30, 2019

And finally, security and compliance hurdles are not going away, even if they are less prevalent than a few years ago, when health data and financial regulations limited what many organizations could even consider placing in the cloud. Despite the name, serverless does not mean there are no servers.

Infrastructure 108

Infrastructure Cloud Company Survey 108

Kaseya

NOVEMBER 9, 2023

With the cloud, users and organizations can access the same files and applications from almost any device since the computing and storage take place on servers in a data center instead of locally on the user device or in-house servers. It enables organizations to operate efficiently without needing any extensive internal infrastructure.

Cloud 105

Cloud Disaster Recovery Infrastructure Artificial Inteligence 105

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.

Generative AI 73

Generative AI Artificial Inteligence Metrics AWS 73

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. An S3 bucket prepared to store the custom model.

Generative AI 101

Generative AI Artificial Inteligence AWS Serverless 101

Palo Alto Networks

FEBRUARY 14, 2020

Does the software meet compliance requirements? Prisma Cloud provides vulnerability scanning for container and serverless images in CI/CD and registry, so DevOps can identify and remove vulnerabilities before those images are spun up as containers and serverless in the runtime environment. IntelliJ, VSCode), SCM (e.g.

Software Development 74

Software Development Weak Development Team Software Development 74

AWS Machine Learning - AI

JUNE 21, 2024

eSentire has over 2 TB of signal data stored in their Amazon Simple Storage Service (Amazon S3) data lake. Amazon Bedrock offers a practical environment for benchmarking and a cost-effective solution for managing workloads due to its serverless operation.

Artificial Inteligence 115

Artificial Inteligence Generative AI AWS Serverless 115

ParkMyCloud

MAY 22, 2020

In order to minimise storage costs, make sure that you identify and remove any orphaned disk resource.”. Know Your Serverless Options . Serverless computing provides a layer of abstraction that offloads maintenance of the underlying infrastructure to the cloud provider. Tag Everything.

Azure 104

Azure Serverless Authentication Cloud 104