AWS Machine Learning - AI

NOVEMBER 7, 2024

It also uses a number of other AWS services such as Amazon API Gateway , AWS Lambda , and Amazon SageMaker. Alternatively, you can use AWS Lambda and implement your own logic, or use open source tools such as fmeval. For example, in one common scenario with Cognito that accesses resources with API Gateway and Lambda with a user pool.

Generative AI 113

Generative AI AWS Artificial Inteligence Enterprise 113

AWS Machine Learning - AI

FEBRUARY 25, 2025

These delays can lead to missed security errors or compliance violations, especially in complex, multi-account environments. This setup makes sure that AWS infrastructure deployments using IaC align with organizational security and compliance measures. This contextual information is then sent back to the first Lambda function.

Lambda 64

Lambda Generative AI AWS Software Review 64

AWS Machine Learning - AI

APRIL 1, 2025

AWS Cloud Development Kit (AWS CDK) Delivers AWS CDK knowledge with tools for implementing best practices, security configurations with cdk-nag , Powertools for AWS Lambda integration, and specialized constructs for generative AI services. Developers need code assistants that understand the nuances of AWS services and best practices.

AWS 119

AWS Software Review Knowledge Base Artificial Inteligence 119

AWS Machine Learning - AI

APRIL 30, 2025

At scale, upholding the accuracy of each financial event and maintaining compliance becomes a monumental challenge. Data sanitization workflow kicks off using AWS Step Functions consisting of AWS Lambda functions. With advancement in AI technology, the time is right to address such complexities with large language models (LLMs).

Artificial Inteligence 95

Artificial Inteligence Technical Review Software Review Generative AI 95

AWS Machine Learning - AI

MAY 2, 2025

Using multiple agents enables the parallel processing of intricate tasks, including regulatory compliance checking, risk assessment, and industry analysis, while maintaining clear audit trails and accountability. To create the portfolio assistant agent, follow the steps at Create and configure agent manually.

Real Estate 87

Real Estate Artificial Inteligence Knowledge Base Lambda 87

Tenable

JANUARY 8, 2024

Securing running workloads in the public cloud and meeting compliance standards are non-negotiable for most organizations. As a result, audits and compliance exercises can cause delays and anxiety for security and compliance teams. One reason some standards are abstract is that security is not a one-size-fits-all practice.

Compliance 84

Compliance Weak Development Team Guidelines Lambda 84

AWS Machine Learning - AI

MARCH 4, 2025

Scalable architecture Uses AWS services like AWS Lambda and Amazon Simple Queue Service (Amazon SQS) for efficient processing of multiple reviews. The WAFR reviewer, based on Lambda and AWS Step Functions , is activated by Amazon SQS. On submission, the WAFR review process is invoked by Amazon SQS , which queues the review request.

Generative AI 115

Generative AI Technical Review Software Review Systems Review 115

CIO

FEBRUARY 3, 2023

Major features: Pay-as-you-go pricing simplifies adoption Major use cases: Chatbot management; front-, middle-, and back-office document processing AWS Lambda The Amazon cloud is filled with options for data processing. Lambda functions act like logical glue for connecting services and automating work flowing through their networks.

Tools 218

Tools Open Source Lambda Weak Development Team 218

AWS Machine Learning - AI

APRIL 18, 2024

However, despite its benefits, IaC’s learning curve, and the complexity of adhering to your organization’s and industry-specific compliance and security standards, could slow down your cloud adoption journey. In parallel, the AVM layer invokes a Lambda function to generate Terraform code.

AWS 129

AWS Applications Lambda Knowledge Base 129

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. Create business intelligence (BI) dashboards for visual representation and analysis of event data.

Cloud 97

Cloud AWS Serverless Lambda 97

Xebia

SEPTEMBER 24, 2024

Event rule target is Lambda function, that extract details from corresponding event. Once event is processed by Lambda, lambda publish message to SNS. Check Cloudwatch logs for lambda function for further error. Details like username — who disabled service, source ip, timestamp, eventname, eventsource.

AWS 130

AWS Lambda Firewall Policies 130

AWS Machine Learning - AI

APRIL 22, 2025

A serverless, event-driven workflow using Amazon EventBridge and AWS Lambda automates the post-event processing. Summaries provide quick recaps of meetings for executives, and transcripts offer detailed records for compliance and reference. With its quality and speed, Amazon Nova Pro is ideally suited for this global use case.

Media 79

Media Knowledge Base AWS Systems Review 79

Saviynt

JUNE 2, 2019

AWS Lambda creates a unique access risk since services, not people, trigger its cloud activities. However, organizations often use Lambda to run administrative and operational processes, such as patch updates, that require privileged access to systems and networks. What does the Shared Responsibility Model for AWS LAMBDA look like?

Lambda 51

Lambda AWS Cloud Compliance 51

AWS Machine Learning - AI

JULY 2, 2024

This provides customers with peace of mind while maintaining compliance with various data security standards. When the doctor interacts with the Streamlit frontend, it sends a request to an AWS Lambda function, which acts as the application backend. A work organization application has a conversational search feature.

Knowledge Base 131

Knowledge Base Artificial Inteligence Lambda Authentication 131

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 137

Artificial Inteligence Lambda Knowledge Base IoT 137

AWS Machine Learning - AI

JULY 3, 2024

However, medical content being highly sensitive, the generation process can be relatively slow (from days to weeks), and may go through numerous peer-review cycles, with thorough regulatory compliance and evaluation protocols. Amazon Lambda : to run the backend code, which encompasses the generative logic.

Artificial Inteligence 131

Artificial Inteligence Generative AI Lambda Healthcare 131

Blue Sentry

JULY 28, 2023

Part of integrating into the larger company came with new security compliance requirements. Their ongoing security excellence and continued autonomy hinges on their ability to maintain their patching compliance. The lambda code would be written to query EC2 tags and determine a patching option.

Compliance 52

Compliance Lambda Company AWS 52

AWS Machine Learning - AI

MARCH 7, 2025

This action invokes an AWS Lambda function to retrieve the document embeddings from the OpenSearch Service database and present them to Anthropics Claude 3 Sonnet FM, which is accessed through Amazon Bedrock. Security and governance Generative AI is very new technology and brings with it new challenges related to security and compliance.

Generative AI 97

Generative AI Technical Review Insurance Policies 97

Xebia

MAY 21, 2024

This, of course, takes into consideration the organization’s strategy, business and technical goals, security, and compliance requirements. This may include breaking monolithic applications into microservices, containerizing applications using Docker and Kubernetes, or adopting serverless computing with AWS Lambda.

AWS 130

AWS Strategy Serverless Microservices 130

AWS Machine Learning - AI

OCTOBER 23, 2024

It also uses the robust security infrastructure of AWS to maintain data privacy and regulatory compliance. Prerequisites To implement this solution, you need the following: An AWS account with permissions to create resources in Amazon Bedrock, Amazon Lex, Amazon Connect, and AWS Lambda.

Lambda 93

Lambda Knowledge Base Generative AI AWS 93

Perficient

APRIL 4, 2025

Maintain Security & Compliance Use IAM policies, automated policies, and state management to enforce best practices. Experiment with More AWS Services Deploy API Gateway, Lambda, or DynamoDB. Improve Collaboration Version control your infrastructure with Git and integrate seamlessly with CI/CD pipelines.

AWS 52

AWS Google Cloud Azure Policies 52

Hypergrid

FEBRUARY 15, 2019

At HyperGrid, we felt #2 (cost transparency) and #3 (outdated security/compliance practices) were significant barriers holding back the deployment of FaaS; we have made this a focus area for our recent release. While AWS Lambda isn’t the only FaaS platform, it is certainly where we see a lot of early adoption by enterprises.

Lambda 40

Lambda Serverless AWS Weak Development Team 40

Hypergrid

FEBRUARY 15, 2019

At HyperGrid, we felt #2 (cost transparency) and #3 (outdated security/compliance practices) were significant barriers holding back the deployment of FaaS; we have made this a focus area for our recent release. While AWS Lambda isn’t the only FaaS platform, it is certainly where we see a lot of early adoption by enterprises.

Lambda 40

Lambda Serverless AWS Weak Development Team 40

Palo Alto Networks

APRIL 28, 2020

Compute Security is one of the four key pillars that comprise our CNSP, along with Visibility, Compliance and Governance , Network Protection and Identity Security. . IaC scanning in Compute: scan your Terraform, CloudFormation, and other Infrastructure as Code assets for compliance problems. Improving Host Security with AMI Scanning

Cloud 73

Cloud Serverless Lambda Policies 73

AWS Machine Learning - AI

OCTOBER 15, 2024

When processing the user’s request, the migration assistant invokes relevant action groups such as R Dispositions and Migration Plan , which in turn invoke specific AWS Lambda The Lambda functions process the request using RAG to produce the required output. Create and associate a Lambda function to handle the action’s logic.

Lambda 93

Lambda Knowledge Base AWS Generative AI 93

AWS Machine Learning - AI

SEPTEMBER 12, 2024

Architecture The solution uses Amazon API Gateway , AWS Lambda , Amazon RDS, Amazon Bedrock, and Anthropic Claude 3 Sonnet on Amazon Bedrock to implement the backend of the application. A pre-configured prompt template is used to call the LLM and generate a user-friendly summarized response to the original question.

Generative AI 128

Generative AI Healthcare Artificial Inteligence Insurance 128

Cloud That

NOVEMBER 17, 2022

Steps to Setup Amazon Lambda. Maintaining compliance in document archives. Steps to Setup Amazon Lambda. Step 1: Open Aws lambda console. textract-lambda). Step 3: Select a role that defines the permissions of your lambda function. Select a new role with a basic lambda function and click on Create function.

AWS 75

AWS Lambda Data Artificial Inteligence 75

AWS Machine Learning - AI

OCTOBER 2, 2024

However, scaling up generative AI and making adoption easier for different lines of businesses (LOBs) comes with challenges around making sure data privacy and security, legal, compliance, and operational complexities are governed on an organizational level. In this post, we discuss how to address these challenges holistically.

Generative AI 127

Generative AI Artificial Inteligence AWS Government 127

Palo Alto Networks

MARCH 4, 2020

Since the release of Lambda by Amazon Web Services (AWS), the term serverless has evolved from referring to function-as-a-service (FaaS) offerings. Step two is performing vulnerability and compliance checks, and step three is implementing real-time protection against injection attacks or attacks that alter function behavior. .

Serverless 14

Serverless Applications Cloud Lambda 14

AWS Machine Learning - AI

SEPTEMBER 17, 2024

Event-driven compute with AWS Lambda is a good fit for compute-intensive, on-demand tasks such as document embedding and flexible large language model (LLM) orchestration, and Amazon API Gateway provides an API interface that allows for pluggable frontends and event-driven invocation of the LLMs.

Generative AI 95

Generative AI AWS Applications Serverless 95

CIO

MAY 12, 2022

Amazon’s main AI platform is well-integrated with the rest of the AWS fleet so you can analyze data from one of cloud vendor’s major data sources and then deploy it to run either in its own instance or as part of a serverless lambda function.

Analytics 206

Analytics Tools Artificial Inteligence Open Source 206

Palo Alto Networks

OCTOBER 17, 2019

How will this impact your public cloud security and compliance program? . One approach would be to leverage serverless functions, such as AWS Lambda, to enable automatic email notifications to customers on a yearly basis that inform them of the info you are currently storing, the purpose for storing it, and so on.

Cloud 66

Cloud Lambda Compliance AWS 66

Kaseya

MAY 13, 2021

Common cloud functionalities offered by AWS that can help businesses scale and grow include: Networking and content delivery Analytics Migration Database storage Compute power Developer tools Security, identity and compliance Artificial intelligence Customer engagement Internet of Things Desktop and app streaming. Database Services.

Google Cloud 122

Google Cloud Azure AWS Cloud 122

AWS Machine Learning - AI

MARCH 5, 2025

Regulatory Framework References - Specify relevant regulatory frameworks or compliance requirements - Example: "What [Regulation] compliance requirements are specified for [specific process]?"

Generative AI 76

Generative AI Systems Review Artificial Inteligence Software Review 76

Lacework

NOVEMBER 28, 2022

The integration pushes cloud security events like compliance deviations, user and resource activity anomalies, software vulnerabilities, and runtime workload anomalies from the Lacework Polygraph® Data Platform to AWS Security Hub from the Amazon EventBridge alert channel via the Cloudwatch Alert Channel.

AWS 96

AWS Lambda Cloud Compliance 96

Hypergrid

JANUARY 24, 2019

AWS Lambda with Proactive Cost Management and Compliance: Provides organizations with the ability to simplify monitoring of their Lambda (serverless) resources to continuously optimize allocation of various resources that impact ongoing cost and ensure ongoing compliance with security best practices. HyperCloud 6.0

Disaster Recovery 66

Disaster Recovery Cloud Azure Lambda 66

O'Reilly Media - Ideas

JANUARY 22, 2019

Knative vs. AWS Lambda vs. Microsoft Azure Functions vs. Google Cloud. As both security threats and compliance pressures grow, automating security and baking security controls into the software development process is now critical.

Systems Review 97

Systems Review Trends Engineering System 97