CIO

APRIL 15, 2025

Today, data sovereignty laws and compliance requirements force organizations to keep certain datasets within national borders, leading to localized cloud storage and computing solutions just as trade hubs adapted to regulatory and logistical barriers centuries ago. Regulatory and compliance challenges further complicate the issue.

Strategy 162

Strategy Cloud Data Technical Review 162

CIO

NOVEMBER 26, 2024

For instance, Capital One successfully transitioned from mainframe systems to a cloud-first strategy by gradually migrating critical applications to Amazon Web Services (AWS). It adopted a microservices architecture to decouple legacy components, allowing for incremental updates without disrupting the entire system.

Weak Development Team 182

Weak Development Team Compliance Culture Budget 182

CIO

JANUARY 7, 2025

It prevents vendor lock-in, gives a lever for strong negotiation, enables business flexibility in strategy execution owing to complicated architecture or regional limitations in terms of security and legal compliance if and when they rise and promotes portability from an application architecture perspective.

Cloud 147

Cloud Strategy Architecture Policies 147

CIO

DECEMBER 11, 2024

Organizations must decide on their hosting provider, whether it be an on-prem setup, cloud solutions like AWS, GCP, Azure or specialized data platform providers such as Snowflake and Databricks. Not my original quote, but a cardinal sin of cloud-native data architecture is copying data from one location to another.

Data 165

Data Technical Review Software Review Weak Development Team 165

AWS Machine Learning - AI

MARCH 20, 2025

It adheres to enterprise-grade security and compliance standards, enabling you to deploy AI solutions with confidence. Cross-Region inference enables seamless management of unplanned traffic bursts by using compute across different AWS Regions. Virginia) AWS Regions helping to ensure seamless request routing and enhanced reliability.

Data 117

Data Generative AI Artificial Inteligence Compliance 117

AWS Machine Learning - AI

NOVEMBER 6, 2024

The challenge: Enabling self-service cloud governance at scale Hearst undertook a comprehensive governance transformation for their Amazon Web Services (AWS) infrastructure. The CCoE implemented AWS Organizations across a substantial number of business units.

Generative AI 114

Generative AI Government Technical Review Innovation 114

AWS Machine Learning - AI

MARCH 27, 2025

Amazon Bedrock cross-Region inference capability that provides organizations with flexibility to access foundation models (FMs) across AWS Regions while maintaining optimal performance and availability. We provide practical examples for both SCP modifications and AWS Control Tower implementations.

Artificial Inteligence 119

Artificial Inteligence AWS Technical Review Policies 119

AWS Machine Learning - AI

JANUARY 13, 2025

The collaboration between BQA and AWS was facilitated through the Cloud Innovation Center (CIC) program, a joint initiative by AWS, Tamkeen , and leading universities in Bahrain, including Bahrain Polytechnic and University of Bahrain. The following diagram illustrates the solution architecture.

Education 112

Education Report Technical Review Generative AI 112

AWS Machine Learning - AI

APRIL 29, 2025

At Data Reply and AWS, we are committed to helping organizations embrace the transformative opportunities generative AI presents, while fostering the safe, responsible, and trustworthy development of AI systems. The following diagram illustrates the solution architecture.

Generative AI 74

Generative AI Weak Development Team AWS Artificial Inteligence 74

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

MARCH 13, 2025

We discuss the unique challenges MaestroQA overcame and how they use AWS to build new features, drive customer insights, and improve operational inefficiencies. MaestroQA integrated Amazon Bedrock into their existing architecture using Amazon Elastic Container Service (Amazon ECS).

Generative AI 113

Generative AI CTO Coach AWS Artificial Inteligence 113

AWS Machine Learning - AI

JANUARY 29, 2025

In this post, we explore how to deploy distilled versions of DeepSeek-R1 with Amazon Bedrock Custom Model Import, making them accessible to organizations looking to use state-of-the-art AI capabilities within the secure and scalable AWS infrastructure at an effective cost. 8B ) and DeepSeek-R1-Distill-Llama-70B (from base model Llama-3.3-70B-Instruct

Generative AI 132

Generative AI Artificial Inteligence AWS Serverless 132

CIO

MARCH 20, 2025

This solution is designed to accelerate platform modernization, streamline workflow assessment and enable data discovery, helping organizations drive efficiency, scalability and compliance, said Swati Malhotra, AI solutions leader at EXL. The EXLerate.AI

Artificial Inteligence 139

Artificial Inteligence Enterprise Insurance Artificial Intelligence 139

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. Data sanitization workflow kicks off using AWS Step Functions consisting of AWS Lambda functions.

Artificial Inteligence 103

Artificial Inteligence Technical Review Software Review Generative AI 103

AWS Machine Learning - AI

JANUARY 29, 2025

Large organizations often have many business units with multiple lines of business (LOBs), with a central governing entity, and typically use AWS Organizations with an Amazon Web Services (AWS) multi-account strategy. In this post, we evaluate different generative AI operating model architectures that could be adopted.

Generative AI 98

Generative AI Organization Enterprise Artificial Inteligence 98

AWS Machine Learning - AI

MARCH 14, 2025

The computer use agent demo powered by Amazon Bedrock Agents provides the following benefits: Secure execution environment Execution of computer use tools in a sandbox environment with limited access to the AWS ecosystem and the web. The following diagram illustrates the solution architecture. AWS CDK CLI, follow instructions here.

AWS 134

AWS Generative AI Linux Groups 134

CIO

NOVEMBER 23, 2022

Enterprise architecture definition Enterprise architecture (EA) is the practice of analyzing, designing, planning, and implementing enterprise analysis to successfully execute on business strategies. Making it easier to evaluate existing architecture against long-term goals.

Architecture 192

Architecture Enterprise Agile Artificial Inteligence 192

AWS Machine Learning - AI

MARCH 18, 2025

Text preprocessing The transcribed text undergoes preprocessing steps, such as removing identifying information, formatting the data, and enforcing compliance with relevant data privacy regulations. Identification of protocol deviations or non-compliance. These insights can include: Potential adverse event detection and reporting.

Artificial Inteligence 113

Artificial Inteligence Technical Review Healthcare Systems Review 113

CIO

MAY 6, 2025

Here are some real-life examples of innovative capabilities created by major airlines in partnership with Infosysa company with deep roots in the airline businessand Amazon Web Services (AWS). It all starts with the Infosys Cobalt Airline Cloud on AWS. Click here to learn more.

Airlines 109

Airlines Technology Cloud AWS 109

Mobilunity

DECEMBER 26, 2024

For medium to large businesses with outdated systems or on-premises infrastructure, transitioning to AWS can revolutionize their IT operations and enhance their capacity to respond to evolving market needs. AWS migration isnt just about moving data; it requires careful planning and execution. Need to hire skilled engineers?

AWS 52

AWS Cloud Weak Development Team DevOps 52

CIO

MAY 1, 2025

For Marc, the certification is not just a compliance checkboxits an affirmation of Cranes commitment to structured, scalable, and resilient systems. This business-oriented mindset is evident in his pursuit of ISO 27001 certification, which is expected to be completed in the near term.

Innovation 119

Innovation Enterprise WAN Backup 119

AWS Machine Learning - AI

FEBRUARY 11, 2025

Enhancing AWS Support Engineering efficiency The AWS Support Engineering team faced the daunting task of manually sifting through numerous tools, internal sources, and AWS public documentation to find solutions for customer inquiries. Then we introduce the solution deployment using three AWS CloudFormation templates.

Knowledge Base 102

Knowledge Base Lambda Enterprise AWS 102

CIO

OCTOBER 13, 2022

As part of their partnership, IBM and Amazon Web Services (AWS) are pursuing a variety of industry-specific blueprints and solutions designed to help customers modernize apps for a hybrid IT environment, which includes AWS Cloud. AWS/IBM’s Industry Edge.

AWS 171

AWS Industry Technical Review Disaster Recovery 171

Perficient

MARCH 11, 2025

AWS CloudFormation, a key service in the AWS ecosystem, simplifies IaC by allowing users to easily model and set up AWS resources. This blog explores the best practices for utilizing AWS CloudFormation to achieve reliable, secure, and efficient infrastructure management. Why Use AWS CloudFormation? Example: 3.

AWS 52

AWS Software Review Systems Review Policies 52

AWS Machine Learning - AI

APRIL 30, 2025

This post explores key insights and lessons learned from AWS customers in Europe, Middle East, and Africa (EMEA) who have successfully navigated this transition, providing a roadmap for others looking to follow suit. Il Sole 24 Ore leveraged its vast internal knowledge with a Retrieval Augmented Generation (RAG) solution powered by AWS.

Generative AI 68

Generative AI Artificial Inteligence AWS Machine Learning 68

AWS Machine Learning - AI

OCTOBER 11, 2024

It uses Amazon Bedrock , AWS Health , AWS Step Functions , and other AWS services. Some examples of AWS-sourced operational events include: AWS Health events — Notifications related to AWS service availability, operational issues, or scheduled maintenance that might affect your AWS resources.

Cloud 97

Cloud AWS Serverless Lambda 97

AWS Machine Learning - AI

APRIL 16, 2025

Why LoRAX for LoRA deployment on AWS? The surge in popularity of fine-tuning LLMs has given rise to multiple inference container methods for deploying LoRA adapters on AWS. The following diagram is the solution architecture. aws ec2 describe-images --filters 'Name=name,Values=Deep Learning OSS Nvidia Driver AMI GPU PyTorch 2.5*(Ubuntu*'

Artificial Inteligence 101

Artificial Inteligence Generative AI AWS Storage 101

AWS Machine Learning - AI

APRIL 30, 2025

This advancement makes sophisticated agent architectures more accessible and economically viable across a broader range of applications and scales of deployment. We recommend referring to the Submit a model distillation job in Amazon Bedrock in the official AWS documentation for the most up-to-date and comprehensive information.

Artificial Inteligence 115

Artificial Inteligence Generative AI AWS Training 115

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

Cloudera

JANUARY 7, 2025

Image: The Importance of Hybrid and Multi-Cloud Strategy Key benefits of a hybrid and multi-cloud approach include: Flexible Workload Deployment: The ability to place workloads in environments that best meet performance needs and regulatory requirements allows organizations to optimize operations while maintaining compliance.

Cloud 82

Cloud Data Scalability Compliance 82

AWS Machine Learning - AI

APRIL 18, 2024

Tools like Terraform and AWS CloudFormation are pivotal for such transitions, offering infrastructure as code (IaC) capabilities that define and manage complex cloud environments with precision. AWS Landing Zone addresses this need by offering a standardized approach to deploying AWS resources.

AWS 129

AWS Applications Lambda Knowledge Base 129

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 101

Generative AI Technical Review Insurance Policies 101

AWS Machine Learning - AI

APRIL 10, 2025

Solution overview To evaluate the effectiveness of RAG compared to model customization, we designed a comprehensive testing framework using a set of AWS-specific questions. The following diagram illustrates the solution architecture. At the time of writing, Amazon Nova model fine-tuning is exclusively available in us-east-1.

Case Study 123

Case Study Artificial Inteligence Study Generative AI 123

Xebia

SEPTEMBER 24, 2024

AWS offers a range of security services like AWS Security Hub, AWS GuardDuty, Amazon Inspector, Amazon Macie etc. This post will dive into how we can monitor these AWS Security services and build a layered security approach, emphasizing the importance of both prevention and detection.

AWS 130

AWS Lambda Firewall Policies 130

Xebia

MAY 21, 2024

Cloud modernization has become a prominent topic for organizations, and AWS plays a crucial role in helping them modernize their IT infrastructure, applications, and services. Overall, discussions on AWS modernization are focused on security, faster releases, efficiency, and steps towards GenAI and improved innovation.

AWS 130

AWS Strategy Serverless Microservices 130

AWS Machine Learning - AI

MARCH 18, 2025

Today, were announcing a significant enhancement to Amazon Bedrock Guardrails: AWS Identity and Access Management (IAM) policy-based enforcement. Antonio Rodriguez is a Principal Generative AI Specialist Solutions Architect at AWS. Apart from work, he loves to spend time with his family and play sports with his friends.

Policies 101

Policies Generative AI Resources AWS 101

AWS Machine Learning - AI

APRIL 16, 2024

They’re often used with highly sensitive business data, like personal data, compliance data, operational data, and financial information, to optimize the model’s output. At AWS, our top priority is safeguarding the security and confidentiality of our customers’ workloads.

Generative AI 141

Generative AI AWS Artificial Inteligence Infrastructure 141