Amazon Web Services (AWS)

Today, Amazon Web Services (AWS) announces the availability of Amazon GuardDuty Malware Protection for Amazon S3 in AWS GovCloud (US) regions. This expansion of GuardDuty Malware Protection allows you to scan newly uploaded objects to Amazon S3 buckets for potential malware, viruses, and other suspicious uploads and take action to isolate them before they are ingested into downstream processes. GuardDuty helps customers protect millions of Amazon S3 buckets and AWS accounts. GuardDuty Malware Protection for Amazon S3 is fully managed by AWS, alleviating the operational complexity and overhead that normally comes with managing a data-scanning pipeline, with compute infr…

Today, we are announcing the availability of AWS Backup support for Amazon FSx for OpenZFS in 13 additional AWS Regions. AWS Backup is a policy-based, fully managed and cost-effective solution that enables you to centralize and automate data protection of AWS services (spanning compute, storage, and databases) and third-party applications. With this launch, AWS Backup customers can help improve business continuity, disaster recovery, and compliance requirements by protecting Amazon FSx for OpenZFS backups in additional Regions. AWS Backup support for Amazon FSx for OpenZFS is added in the following Regions: Africa (Cape Town), Asia Pacific (Hyderabad, Jakarta, Osaka), …

Today, AWS is expanding service reference information to include resources and condition keys, providing a more comprehensive view of service permissions. Service reference information streamlines automation of policy management workflows, helping you retrieve available actions across AWS services from machine-readable files. Whether you are a security administrator establishing guardrails for workloads or a developer ensuring appropriate access to applications, you can now more easily identify the available actions, resources, and condition keys for each AWS service. You can automate the retrieval of service reference information, eliminating manual effort and ensurin…

AWS Glue, a serverless data integration service, is now available in the Asia Pacific (Thailand) and Mexico (Central) Regions, enabling customers to build and run their ETL workloads closer to their data sources in these regions. AWS Glue is a serverless data integration service that makes it simple to discover, prepare, and combine data for analytics, machine learning, and application development. AWS Glue provides both visual and code-based interfaces to make data integration simpler so you can analyze your data and put it to use in minutes instead of months. To learn more, visit the AWS Glue product page and our documentation. For AWS Glue region availability, pl…

Today, Amazon announces the expansion of Amazon Nova understanding models (Amazon Nova Lite, Amazon Nova Micro, Amazon Nova Pro) to AWS GovCloud (US-West) - an isolated U.S. sovereign region for managing sensitive data and controlled unclassified information. Government customers, technology partners, and entities with highly-regulated enterprise requirements now have access to Amazon Nova's powerful AI capabilities including: Amazon Nova Micro, a text-only model that delivers the lowest latency responses at a very low cost; Amazon Nova Lite, a very low-cost multimodal model that is lightning fast for processing image, video, and text inputs to generate text outputs; a…

AWS CodeBuild now supports registering self-hosted runners at GitHub organization or enterprise level. Additionally, you can assign your self-hosted runners to specific runner groups for enhanced security and access control. AWS CodeBuild is a fully managed continuous integration service that compiles source code, runs tests, and produces software packages ready for deployment. Organization and enterprise level runners provide centralized management across multiple repositories. Runner groups offer additional security control with granular repository access policies. You can also configure webhook filters on your CodeBuild projects to allow or deny workflow jobs from s…

Amazon DynamoDB zero-ETL integration with Amazon Redshift is now supported in 3 additional regions: Asia Pacific (Thailand), Asia Pacific (Malaysia), and Mexico (Central). This expansion enables customers to run high-performance analytics on their DynamoDB data in Amazon Redshift with no impact on production workloads running on DynamoDB. With this launch, DynamoDB zero-ETL integration with Amazon Redshift is now supported in all AWS commercial regions where Amazon Redshift is available. Zero-ETL integrations help you derive holistic insights across many applications, break data silos in your organization, and gain significant cost savings and operational efficiencies.…

Today, we are excited to announce that Amazon Aurora PostgreSQL zero-ETL integration with Amazon Redshift now supports up to five integrations from the same Aurora cluster. This enhancement allows customers to create multiple zero-ETL integrations between a single Amazon Aurora PostgreSQL cluster and same or different Amazon Redshift warehouses, providing greater flexibility and efficiency in data analytics workflows. With this new capability, customers can now seamlessly replicate data from a single Aurora PostgreSQL cluster to multiple Redshift environments without the need for complex extract, transform, and load (ETL) processes. This feature is particularly benefic…

Amazon ECR announces ECR to ECR pull through cache, a capability that allows customers to automatically sync container images between two ECR private registries, existing across AWS regions and/or accounts. This enables customers to benefit from the reduced latency of pulling cached images in-region. With today’s release, Amazon ECR makes it easier for customers to optimize storage costs by providing a simple and reliable way to store local copies of only the images that are pulled across regions/accounts. As customers grow, they often have container deployments spread across multiple AWS regions. Storing images within the region of deployment improves application star…

Today, we are excited to announce support for scratch, distroless (Debian/Ubuntu based), and Chainguard image scanning with Amazon Inspector. With the expanded support for ECR images, Amazon Inspector extends its security coverage to minimal and security-focused container bases, enabling teams to maintain robust security practices even with highly optimized container environments. For ECR scanning, Amazon Inspector expands scanning to additional ecosystems including Go toolchain, Oracle JDK & JRE, Amazon Corretto, Apache Tomcat, Apache httpd, Wordpress (core, themes, plugins), Google Puppeteer (Chrome embedding), and Node.js runtime. This enhancement helps customer…

AWS Glue is a serverless data integration service that allows you to process and integrate data coming through different data sources at scale. AWS Glue 5.0, the latest version of AWS Glue for Apache Spark jobs, provides a performance-optimized Apache Spark 3.5 runtime experience for batch and stream processing. With AWS Glue 5.0, you get improved performance, enhanced security, support for the next generation of Amazon SageMaker, and more. AWS Glue 5.0 enables you to develop, run, and scale your data integration workloads and get insights faster. AWS Glue accommodates various development preferences through multiple job creation approaches. For developers who prefer di…

Today, Amazon announces the expansion of Amazon Nova creative models, including Amazon Nova Canvas and Amazon Nova Reel, to Europe (Dublin). These models are designed to generate high-quality images and videos from text and image inputs, providing customizable visual content for various applications. This expansion addresses the growing demand for automated, high-quality visual content generation, benefiting marketers, content creators, and developers who need efficient solutions for producing engaging media. Amazon Nova creative models offer built-in controls to enable the safe and responsible use of AI, including watermarking for traceability, content moderation, and…

Allowed AMIs, an account-wide Amazon EC2 setting that enables you to limit the discovery and use of Amazon Machine Images (AMIs) within your AWS accounts, now integrates with AWS Config. You can now use AWS Config rules to automatically monitor, detect, and report instances launched using AMIs that have not been allowed by Allowed AMIs. Prior to today, you had to create custom scripts to monitor instance launches and assess the impact of enabling Allowed AMIs. Now with the integration of Allowed AMIs with AWS Config, you can track and detect non-compliant instances using the new AWS Config rule. By leveraging this rule in conjunction with the audit-mode functionality o…

Enterprises face many challenges when they build and manage application programming interfaces (APIs). These challenges include security controls, version management, traffic control, and usage analytics. As digital businesses expand, a mature API management (APIM) solution is crucial for ensuring scalability, security, and operational efficiency. This blog post shows how you can use Amazon API Gateway—along with AWS Lambda, Amazon DynamoDB, and other AWS services—to create a comprehensive and customizable APIM solution. This solution addresses the complex requirements of large enterprises managing APIs at scale. Core features of APIM API Management (APIM) centralize…

Today’s digital-first, B2B landscape presents marketers with complex challenges as they navigate sophisticated buyer journeys involving diverse decision-making groups. Adobe Marketo Engage offers a comprehensive marketing hub for orchestrating cross-channel campaigns. Using AI-driven personalization, automation, and real-time analytics, it helps businesses acquire and retain customers throughout their buying journeys. Marketo Engage empowers B2B marketers to navigate modern complexities and successfully drive measurable business growth through multi-channel engagement, automated customer journeys, and sales-marketing collaboration. To further enhance their B2B marketing…

Starting today, Amazon Elastic Compute Cloud (Amazon EC2) R7i instances are available in Asia Pacific (Osaka) Region. Amazon EC2 R7i instances are powered by custom 4th Generation Intel Xeon Scalable processors (code-named Sapphire Rapids), available only on AWS, offer up to 15% better performance over comparable x86-based Intel processors utilized by other cloud providers. R7i instances deliver up to 15% better price-performance versus R6i instances. These instances are SAP certified and are a great choice for memory-intensive workloads, such as SAP, SQL and NoSQL databases, distributed web scale in-memory caches, in-memory databases like SAP HANA, and real time bi…

AWS makes it easier for developers to build serverless applications by bringing Serverless Land's extensive application pattern library directly into the Visual Studio Code (VS Code) IDE. This integration eliminates the need to switch between your development environment and external resources when building serverless architectures by enabling you to browse, search, and implement pre-built serverless patterns directly in VS Code IDE. This new feature simplifies and accelerates the process of building serverless applications using VS Code IDE. Serverless Land provides hundreds of curated serverless application patterns covering popular use cases across AWS services like…

Amazon EventBridge expands execution role support to AWS Lambda, Amazon SNS, and Amazon SQS event bus targets, making this feature available for all target types. We recommend configuring execution roles for all your EventBridge targets to benefit from consistent permissions policies and dedicated invocation throttle limits. Amazon EventBridge Event Bus is a serverless event broker that enables you to create scalable event-driven applications by routing events between your own applications, third-party SaaS applications, and other AWS services. An execution role is an AWS Identity and Access Management (IAM) role that EventBridge assumes when invoking a target, giving …

Topic was moved to forum Artificial Intelligence (AI)

We’re excited to introduce the Amazon GameLift Servers Game Server Wrapper, an open-source tool that helps significantly reduce the time required for game developers to onboard their game servers. Developers told us they faced significant overhead integrating the Server SDK, including dependency management and custom code implementation. The Game Server Wrapper solves these challenges by eliminating the need for server SDK integration, making it easy to deploy game servers on Amazon GameLift Servers with zero code changes. The Game Server Wrapper supports game session management through built in default functions to start and stop game sessions, making it easy to test …

Amazon Neptune Database now supports R7i database instances powered by custom 4th Generation Intel Xeon Scalable processors. R7i instances offer larger instance sizes, up to 48xlarge and features an 8:1 ratio of memory to vCPU, and the latest DDR5 memory. These instances are now available in the following AWS Regions: US East (N. Virginia, Ohio), US West (N. California, Oregon), Asia Pacific (Jakarta, Mumbai, Seoul, Singapore, Sydney, Tokyo), Canada (Central), and Europe (Frankfurt, Ireland, London, Paris, Spain, Stockholm), and engine versions 1.4.3 or above. Amazon Neptune is a fast, reliable, fully managed graph database service that makes it easier to build and run…

Amazon EventBridge now supports Software-as-a-Service (SaaS) partner integrations in the AWS GovCloud (US) Regions, enabling government customers and organizations in regulated industries to build event-driven architectures that connect their AWS applications with supported third-party SaaS partners. With EventBridge partner integrations, customers can receive events from supported SaaS providers without writing custom code for API integration. Amazon EventBridge Event Bus is a serverless event router that enables you to create highly scalable event-driven applications by routing events between your own applications, third-party SaaS applications, and other AWS service…

Starting today, the Amazon EC2 G6e instances powered by NVIDIA L40S Tensor Core GPUs is now available in Asia Pacific(Seoul) Region. G6e instances can be used for a wide range of machine learning and spatial computing use cases. Customers can use G6e instances to deploy large language models (LLMs) with up to 13B parameters and diffusion models for generating images, video, and audio. Additionally, the G6e instances will unlock customers’ ability to create larger, more immersive 3D simulations and digital twins for spatial computing workloads. G6e instances feature up to 8 NVIDIA L40S Tensor Core GPUs with 48 GB of memory per GPU and third generation AMD EPYC processor…

This blog was authored by Sriram Ranganathan, Senior Product Manager, AWS and Vikram Venkataram, Principal Solutions Architect, AWS. Introduction As part of AWS re:Invent 2023, Amazon Elastic Kubernetes Service (Amazon EKS) launched Amazon EKS Pod Identity, simplifying how you apply AWS Identity and Access Management (IAM) permissions to your Kubernetes cluster workloads. Some EKS add-ons, which enable critical cluster functionality like networking, storage, and compute, need to interact with underlying AWS services. EKS Pod Identities helps inject IAM permissions to EKS add-ons, enabling add-ons to interact with underlying AWS services. EKS add-on containers levera…

Topic was moved to forum Artificial Intelligence (AI)

Amazon Cognito is now available in the AWS Asia Pacific (Malaysia) Region. This launch introduces all Amazon Cognito features and tiers: Essentials, Lite, and Plus, allowing customers to use comprehensive and flexible authentication and access control features to implement secure, scalable, and customized sign-up and sign-in experiences for their application within minutes. Cognito allows customers to scale authentication to millions of users and supports sign-in with social identity providers such as Apple, Facebook, Google, and Amazon, and enterprise identity providers via standards such as SAML 2.0 and OpenID Connect. For a full list of regions where Amazon Cognito …

Amazon Redshift Serverless automatically scales compute capacity to match workload demands, measuring this capacity in Redshift Processing Units (RPUs). Although traditional scaling primarily responds to query queue times, the new AI-driven scaling and optimization feature offers a more sophisticated approach by considering multiple factors including query complexity and data volume. Intelligent scaling addresses key data warehouse challenges by preventing both over-provisioning of resources for performance and under-provisioning to save costs, particularly for workloads that fluctuate based on daily patterns or monthly cycles. Amazon Redshift serverless now offers enha…

Amazon Cognito is now available in the AWS GovCloud (US-East) Region. This launch introduces all Amazon Cognito features and tiers: Essentials, Lite, and Plus, allowing customers to use comprehensive and flexible authentication and access control features to implement secure, scalable, and customized sign-up and sign-in experiences for their application within minutes. Cognito allows customers to scale authentication to millions of users and supports sign-in with social identity providers such as Apple, Facebook, Google, and Amazon, and enterprise identity providers via standards such as SAML 2.0 and OpenID Connect. For a full list of regions where Amazon Cognito is av…

Amazon Cognito introduces Managed Login in the AWS GovCloud (US) Regions, a fully-managed, hosted sign-in and sign-up experience that customers can personalize to align with their company or application branding. Amazon Cognito provides millions of users with secure, scalable, and customizable sign-up and sign-in experiences. With Managed Login, Cognito customers can now use its no-code visual editor to customize the look and feel of the user journey from signup and login to password recovery and multi-factor authentication. Managed Login helps customers offload the undifferentiated heavy lifting of designing and maintaining custom implementations such as passwordless …

Today, Amazon Cognito announced support for passwordless authentication for low-friction and secure logins in the AWS GovCloud (US) Regions. Amazon Cognito now allows you to secure user access to your applications with passwordless authentication, including sign-in with passkeys, email, and text message. Passkeys are based on FIDO standards and use public key cryptography, which enables strong, phishing-resistant authentication. With passwordless authentication, you can reduce the friction associated with traditional password-based authentication and thus simplify the user log-in experience for their applications. For example, if your users choose to use passkeys to log i…

Amazon Cognito launches new user pool feature tiers, Essentials and Plus, in the AWS GovCloud (US) Regions. The Essentials tier offers comprehensive and flexible user authentication and access control features, allowing customers to implement secure, scalable, and customized sign-up and sign-in experiences for their application within minutes. It supports password-based log-in, multi-factor authentication (email, SMS, TOTP), and log-in with social identity providers, along with recently announced Managed Login and passwordless log-in (passkeys, email, SMS) features. Essentials also supports customizing access tokens and disallowing password reuse. The Plus tier is geared …

Today, Amazon EMR on EKS announces support for Amazon EKS Pod Identity, simplifying the setup of IAM permissions required by EMR on EKS jobs to access other AWS resources. With this launch, you can configure IAM permissions through a single API call, significantly reducing complexity and potential for errors. The new feature also allows you to leverage IAM roles across multiple clusters without the need to update IAM trust policies for use in new clusters, improving reusability and operational efficiency. To run workloads on Amazon EMR on EKS, customers need to create a job execution IAM role that pods in EKS cluster will use to interact with other AWS resources such a…

AWS WAF's new partner solutions page, available today, enables you to easily discover and implement PCI DSS v4.0 compliance solutions for your web applications. Choose from industry-leading security providers Human Security and Datadome, who offer client-side protection solutions directly through the AWS WAF console. These partner integrations simplify the process of finding and implementing security solutions, allowing you to quickly subscribe to partner offerings and protect your applications with just a few clicks. The new partner solutions page is designed to help you spend less time researching compliance solutions and more time building secure applications for your …

Amazon Connect announces the expansion of access to industry-leading inbound number availability across 158 countries, national outbound numbers in 72 countries, and global international dialing capabilities from any supported AWS commercial region. This expansion increases telephony coverage by an average of 125% across AWS regions. Organizations can now focus on selecting the ideal location for their customer experience operations based on business considerations such as agent availability, language fluency and regulatory needs without being constrained by telecommunications infrastructure. Agents and customers benefit from the reliability, quality, and cost-effectivene…

Starting today, you can use AWS WAF Targeted Bot Control in the AWS GovCloud (US) Regions. AWS WAF Targeted Bot Control protects applications against sophisticated bots targeting critical enterprise applications like e-commerce and financial services websites. AWS WAF is a web application firewall that helps you protect your web application resources against common web exploits and bots that can affect availability, compromise security, or consume excessive resources. You can protect the following resource types: Amazon CloudFront distributions, Amazon API Gateway REST APIs, Application Load Balancer, AWS AppSync GraphQL API, AWS App Runner, AWS Verified Access, and Am…

Amazon Elastic Container Service (Amazon ECS) today introduced GPU-optimized Amazon Machine Image (AMI) for Amazon Linux 2023 (AL2023). This new offering enables customers to run GPU-accelerated containerized workloads on Amazon ECS while leveraging improved security features and newer kernel version available on AL2023. The new ECS GPU-optimized AMI is built on the minimal AL2023 base AMI and includes NVIDIA drivers, NVIDIA Fabric Manager, NVIDIA Container Toolkit, and other essential packages needed to run GPU-accelerated container workloads. The new AMI supports a wide range of NVIDIA GPU architectures including Ampere, Turing, Volta, Maxwell, Hopper, and Ada Lovela…

Amazon SageMaker Inference now supports rolling updates for inference component (IC) endpoints. This allows customers to update running IC endpoints without traffic interruption while using minimal extra instances, rather than requiring doubled instances as in the past. SageMaker Inference makes it easy to deploy ML models, including foundation models (FMs). As a capability of SageMaker Inference, IC enables customers to deploy multiple FMs on the same endpoint and control accelerator allocation for each model. Now, rolling updates enables customers to update ICs within an endpoint batch by batch, instead of all at once like the previous blue/green update method. Blue/…

Amazon EventBridge enhanced event source discovery, which displays the source and detail type of all AWS service events during rule creation in the AWS console, is now available in the AWS GovCloud (US) Regions. This makes it easier for customers to discover and utilize the full range of AWS service events when building event-driven architectures. Additionally, the EventBridge documentation now includes an automatically updated list of all AWS service events, providing a single source of truth and ensuring developers always have access to accurate, reliable information. Amazon EventBridge Event Bus is a serverless event router that enables you to create highly scalable…

Topic was moved to forum Artificial Intelligence (AI)

As the weather improves in the Northern hemisphere, there are more opportunities to learn and connect. This week, I’ll be in San Francisco, and we can meet at the Nova Networking Night at the AWS GenAI Loft where we’ll dive into the world of Amazon Nova foundation models (FMs) with live demos and real-world implementations. AWS Pi Day is now a yearly tradition. It started in 2021 as a celebration of the 15th anniversary of Amazon S3. This year, there will be in-depth discussions with AWS product teams on how to build a data foundation for a unified seamless experience, managing and using data for analytics and AI workloads. Join us online to learn about the latest innov…

Amazon Athena Provisioned Capacity is now available in the Asia Pacific (Mumbai) Region. Provisioned Capacity allows you to run SQL queries on dedicated serverless resources for a fixed price, with no long-term commitment, and control workload performance characteristics such as query concurrency and cost. Athena is a serverless, interactive query service that makes it possible to analyze petabyte-scale data with ease and flexibility. Provisioned Capacity provides workload management capabilities that help you prioritize, isolate, and scale your workloads. For example, use Provisioned Capacity when you need to run a high number of queries at the same time or isolate im…

Topic was moved to forum Artificial Intelligence (AI)

AWS HealthOmics now supports the latest NVIDIA L4 and L40S graphical processing units (GPUs) and larger compute options of up to 192 vCPUs for workflows. AWS HealthOmics is a HIPAA-eligible service that helps healthcare and life sciences customers accelerate scientific breakthroughs with fully managed biological data stores and workflows. This release expands workflow compute capabilities to support more demanding workloads for genomics research and analysis. In addition to current support for NVIDIA A10G and T4 GPUs, this release adds support for NVIDIA L4 and L40S GPUs, which enables researchers to efficiently run complex machine learning workloads such as protein st…

Contact Lens now enables you to create dynamic evaluation forms that automatically show or hide questions based on responses to previous questions, tailoring each evaluation to specific customer interaction scenarios. For example, when a manager answers “Yes” to the form question "Did the customer try to make a purchase on the call?", the form automatically presents a follow-up question: "Did the agent read the sales disclosure?". With this launch, you can consolidate evaluation forms that are applicable to different interaction scenarios into a single dynamic evaluation form which automatically hides irrelevant questions. This reduces manager effort in selecting the rele…

AWS Application Load Balancer (ALB) now allows customers to provide a pool of public IPv4 addresses for IP address assignment to load balancer nodes. Customers can configure a public IP Address Manager (IPAM) pool that can consist of either Bring Your Own IP addresses (BYOIPs) that is customer owned or a contiguous IPv4 address block provided by Amazon. With this feature, customers can optimize public IPv4 cost by using BYOIP in public IPAM pools. Customers can also simplify their enterprise allowlisting and operations, by using Amazon-provided contiguous IPv4 blocks in public IPAM pools. The ALB's IP addresses are sourced from the IPAM pool and automatically switch to…

Today, Amazon SES announces the availability of the Vade Add On for Mail Manager, a sophisticated content filter that enhances email security for both incoming and outgoing messages. This new Add On, developed in collaboration with HornetSecurity, combines heuristics, behavioral analysis, and machine learning to provide robust protection against evolving communication threats such as spam, phishing attempts, and malware. Now available as a rule property in Mail Manager, the Vade Add On empowers users with automated, real-time defense against email-based threats for safer communication. Its AI-powered technology employs a multi-layered approach, analyzing messages in re…

We are excited to announce that Amazon OpenSearch Serverless is expanding availability to the Amazon OpenSearch Serverless to Europe (Spain) Region. OpenSearch Serverless is a serverless deployment option for Amazon OpenSearch Service that makes it simple to run search and analytics workloads without the complexities of infrastructure management. OpenSearch Serverless’ compute capacity used for data ingestion, search, and query is measured in OpenSearch Compute Units (OCUs). To control costs, customers can configure maximum number of OCUs per account. Please refer to the AWS Regional Services List for more information about Amazon OpenSearch Service availability. To le…

Amazon WorkSpaces Pools now offers Federal Information Processing Standard 140-2 (FIPS) validated endpoints (FIPS endpoints) for user streaming sessions. FIPS 140-2 is a U.S. government standard that specifies the security requirements for cryptographic modules that protect sensitive information. WorkSpaces Pools FIPS endpoints use FIPS-validated cryptographic standards, which may be required for certain sensitive information or regulated workloads. To enable FIPS endpoint encryption for end user streaming via AWS Console, navigate to Directories, and verify that the Pools directory where you want to add FIPS is in a STOPPED state, and that the preferred protocol is se…

Fraud detection is a critical challenge for call centers, they need to provide a seamless customer experience while protecting the organization from fraudulent activities. Traditionally, call centers have relied on agents to manually screen calls, which can be time-consuming and expensive. Alternatively, companies might force customers to authenticate themselves every time they call, leading to a poor user experience. Machine learning (ML) offers a powerful solution that can help organization reach a harmonious balance between these approaches, enabling efficient and accurate fraud detection without compromising the customer experience. This blog post will show you how …

Managing and scaling data streams efficiently is a cornerstone of success for many organizations. Apache Kafka has emerged as a leading platform for real-time data streaming, offering unmatched scalability and reliability. However, setting up and scaling Kafka clusters can be challenging, requiring significant time, expertise, and resources. This is where Amazon Managed Streaming for Apache Kafka (Amazon MSK) Express brokers come into play. Express brokers are a new broker type in Amazon MSK that are designed to simplify Kafka deployment and scaling. In this post, we walk you through the implementation of MSK Express brokers, highlighting their core features, benefits…