CIO

OCTOBER 17, 2024

Developers unimpressed by the early returns of generative AI for coding take note: Software development is headed toward a new era, when most code will be written by AI agents and reviewed by experienced developers, Gartner predicts. That’s what we call an AI software engineering agent.

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Software Review Software Engineering Weak Development Team Engineering 212

AWS Machine Learning - AI

NOVEMBER 6, 2024

However, Cloud Center of Excellence (CCoE) teams often can be perceived as bottlenecks to organizational transformation due to limited resources and overwhelming demand for their support. The CCoE implemented AWS Organizations across a substantial number of business units.

Generative AI 106

Generative AI Government Technical Review Innovation 106

CIO

DECEMBER 20, 2024

CIO Jason Birnbaum has ambitious plans for generative AI at United Airlines. With the core architectural backbone of the airlines gen AI roadmap in place, including United Data Hub and an AI and ML platform dubbed Mars, Birnbaum has released a handful of models into production use for employees and customers alike.

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Airlines Generative AI Artificial Inteligence Weak Development Team 197

AWS Machine Learning - AI

APRIL 1, 2025

Were excited to announce the open source release of AWS MCP Servers for code assistants a suite of specialized Model Context Protocol (MCP) servers that bring Amazon Web Services (AWS) best practices directly to your development workflow. This post is the first in a series covering AWS MCP Servers.

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AWS Software Review Knowledge Base Artificial Inteligence 119

AWS Machine Learning - AI

MARCH 7, 2025

Verisk (Nasdaq: VRSK) is a leading strategic data analytics and technology partner to the global insurance industry, empowering clients to strengthen operating efficiency, improve underwriting and claims outcomes, combat fraud, and make informed decisions about global risks. The new Mozart companion is built using Amazon Bedrock.

Generative AI 89

Generative AI Technical Review Insurance Policies 89

AWS Machine Learning - AI

OCTOBER 17, 2024

With the advent of generative AI and machine learning, new opportunities for enhancement became available for different industries and processes. AWS HealthScribe combines speech recognition and generative AI trained specifically for healthcare documentation to accelerate clinical documentation and enhance the consultation experience.

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AWS Artificial Inteligence Generative AI Machine Learning 109

AWS Machine Learning - AI

DECEMBER 11, 2024

Earlier this year, we published the first in a series of posts about how AWS is transforming our seller and customer journeys using generative AI. The following screenshot shows an example of an interaction with Field Advisor.

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AWS Machine Learning - AI

MARCH 20, 2025

Generative AI agents offer a powerful solution by automatically interfacing with company systems, executing tasks, and delivering instant insights, helping organizations scale operations without scaling complexity. The following diagram illustrates the generative AI agent solution workflow.

Generative AI 108

Generative AI Systems Review System Lambda 108

AWS Machine Learning - AI

DECEMBER 11, 2024

In this post, we illustrate how EBSCOlearning partnered with AWS Generative AI Innovation Center (GenAIIC) to use the power of generative AI in revolutionizing their learning assessment process. If after several attempts a question still doesnt meet the criteria, its flagged for human review.

Generative AI 83

Generative AI Artificial Inteligence Guidelines Education 83

AWS Machine Learning - AI

JANUARY 29, 2025

Generative AI can revolutionize organizations by enabling the creation of innovative applications that offer enhanced customer and employee experiences. In this post, we evaluate different generative AI operating model architectures that could be adopted.

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Generative AI Organization Enterprise Artificial Inteligence 85

AWS Machine Learning - AI

JANUARY 22, 2025

Keystroke logging produces a dataset that can be programmatically parsed, making it possible to review the activity in these sessions for anomalies, quickly and at scale. Video recordings cant be easily parsed like log files, requiring security team members to playback the recordings to review the actions performed in them.

Generative AI 108

Generative AI Video Analysis Technical Review 108

CIO

DECEMBER 11, 2024

This approach is repeatable, minimizes dependence on manual controls, harnesses technology and AI for data management and integrates seamlessly into the digital product development process. Similarly, there is a case for Snowflake, Cloudera or other platforms, depending on the companys overarching technology strategy.

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Data Technical Review Software Review Weak Development Team 167

AWS Machine Learning - AI

OCTOBER 29, 2024

Refer to Supported Regions and models for batch inference for current supporting AWS Regions and models. To address this consideration and enhance your use of batch inference, we’ve developed a scalable solution using AWS Lambda and Amazon DynamoDB. Amazon S3 invokes the {stack_name}-create-batch-queue-{AWS-Region} Lambda function.

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Scalability Lambda Generative AI AWS 121

AWS Machine Learning - AI

APRIL 1, 2025

AWS App Studio is a generative AI-powered service that uses natural language to build business applications, empowering a new set of builders to create applications in minutes. Cross-instance Import and Export Enabling straightforward and self-service migration of App Studio applications across AWS Regions and AWS accounts.

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AWS Software Review Technical Review Generative AI 93

AWS Machine Learning - AI

NOVEMBER 22, 2024

With Bedrock Flows, you can quickly build and execute complex generative AI workflows without writing code. Key benefits include: Simplified generative AI workflow development with an intuitive visual interface. Flexibility to define the workflow based on your business logic.

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Generative AI Artificial Inteligence Knowledge Base AWS 115

CIO

DECEMBER 10, 2024

CIOs should return to basics, zero in on metrics that will improve through gen AI investments, and estimate targets and timeframes. Set clear, measurable metrics around what you want to improve with generative AI, including the pain points and the opportunities, says Shaown Nandi, director of technology at AWS.

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Weak Development Team Metrics Software Review Technical Review 215

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. On the Review and create page, review the settings and choose Create Knowledge Base. Choose Next.

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Case Study Artificial Inteligence Study Generative AI 115

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.

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Knowledge Base Generative AI Technical Review Lambda 100

AWS Machine Learning - AI

JANUARY 29, 2025

Open foundation models (FMs) have become a cornerstone of generative AI innovation, enabling organizations to build and customize AI applications while maintaining control over their costs and deployment strategies. Prerequisites You should have the following prerequisites: An AWS account with access to Amazon Bedrock.

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Generative AI Artificial Inteligence AWS Technical Review 128

AWS Machine Learning - AI

NOVEMBER 7, 2024

Generative AI has transformed customer support, offering businesses the ability to respond faster, more accurately, and with greater personalization. AI agents , powered by large language models (LLMs), can analyze complex customer inquiries, access multiple data sources, and deliver relevant, detailed responses.

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Lambda Enterprise Automotive Knowledge Base 127

AWS Machine Learning - AI

APRIL 1, 2025

In this post, we show you how to build an Amazon Bedrock agent that uses MCP to access data sources to quickly build generative AI applications. You can accomplish this using two MCP servers: a custom-built MCP server for retrieving the AWS spend data and an open source MCP server from Perplexity AI to interpret the data.

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Generative AI AWS Artificial Inteligence Software Review 134

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.

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Artificial Inteligence AWS Technical Review Policies 111

AWS Machine Learning - AI

OCTOBER 16, 2024

Solution overview To address the challenges of automation, DPG Media decided to implement a combination of AI techniques and existing metadata to generate new, accurate content and category descriptions, mood, and context. The project focused solely on audio processing due to its cost-efficiency and faster processing time.

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Media Video Artificial Inteligence Generative AI 115

AWS Machine Learning - AI

JANUARY 13, 2025

Manually reviewing and processing this information can be a challenging and time-consuming task, with a margin for potential errors. This is where intelligent document processing (IDP), coupled with the power of generative AI , emerges as a game-changing solution.

Education 103

Education Report Technical Review Generative AI 103

AWS Machine Learning - AI

MARCH 20, 2025

Asure anticipated that generative AI could aid contact center leaders to understand their teams support performance, identify gaps and pain points in their products, and recognize the most effective strategies for training customer support representatives using call transcripts. Yasmine Rodriguez, CTO of Asure.

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Generative AI Artificial Inteligence Metrics AWS 79

CIO

AUGUST 23, 2024

Chinese firms are circumventing US export restrictions on advanced technologies by accessing them through cloud services provided by American companies like Amazon, according to a report from Reuters. Yes, this is a loophole that allows Chinese companies to access restricted AI technologies,” said Pareekh Jain, CEO of Pareekh Consulting.

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AWS Technical Review Cloud Software Review 212

AWS Machine Learning - AI

DECEMBER 4, 2024

At AWS re:Invent 2024, we are excited to introduce Amazon Bedrock Marketplace. Review the available options and choose Subscribe. The process is user-friendly, allowing you to quickly integrate these powerful AI capabilities into your projects using the Amazon Bedrock APIs. You can find him on LinkedIn.

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Artificial Inteligence Microservices Generative AI AWS 101

AWS Machine Learning - AI

NOVEMBER 6, 2024

Amazon Bedrock streamlines the integration of state-of-the-art generative AI capabilities for developers, offering pre-trained models that can be customized and deployed without the need for extensive model training from scratch. You can interact with Amazon Bedrock using AWS SDKs available in Python, Java, Node.js, and more.

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Software Review Artificial Inteligence Generative AI AWS 115

AWS Machine Learning - AI

NOVEMBER 14, 2024

In this post, we provide a step-by-step guide with the building blocks needed for creating a Streamlit application to process and review invoices from multiple vendors. The results are shown in a Streamlit app, with the invoices and extracted information displayed side-by-side for quick review. Install Python 3.7

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Software Review Technical Review AWS Artificial Inteligence 106

AWS Machine Learning - AI

NOVEMBER 26, 2024

AWS Trainium and AWS Inferentia based instances, combined with Amazon Elastic Kubernetes Service (Amazon EKS), provide a performant and low cost framework to run LLMs efficiently in a containerized environment. Adjust the following configuration to suit your needs, such as the Amazon EKS version, cluster name, and AWS Region.

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AWS Load Balancer Software Review Artificial Inteligence 100

AWS Machine Learning - AI

FEBRUARY 11, 2025

In this new era of emerging AI technologies, we have the opportunity to build AI-powered assistants tailored to specific business requirements. This solution ingests and processes data from hundreds of thousands of support tickets, escalation notices, public AWS documentation, re:Post articles, and AWS blog posts.

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Knowledge Base Lambda Enterprise AWS 90

CIO

DECEMBER 1, 2023

IT leaders looking for a blueprint for staving off the disruptive threat of generative AI might benefit from a tip from LexisNexis EVP and CTO Jeff Reihl: Be a fast mover in adopting the technology to get ahead of potential disruptors. We use AWS and Azure. But the foray isn’t entirely new. We will pick the optimal LLM.

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Generative AI Artificial Inteligence ChatGPT Azure 193

AWS Machine Learning - AI

FEBRUARY 6, 2024

A key part of the submission process is authoring regulatory documents like the Common Technical Document (CTD), a comprehensive standard formatted document for submitting applications, amendments, supplements, and reports to the FDA. Users can quickly review and adjust the computer-generated reports before submission.

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Generative AI AWS Lambda Technical Review 127

AWS Machine Learning - AI

APRIL 2, 2024

The generative artificial intelligence (AI) revolution is in full swing, and customers of all sizes and across industries are taking advantage of this transformative technology to reshape their businesses. To power so many diverse applications, we recognized the need for model diversity and choice for generative AI early on.

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Generative AI Artificial Inteligence AWS Software Review 145

AWS Machine Learning - AI

AUGUST 26, 2024

At AWS, we are transforming our seller and customer journeys by using generative artificial intelligence (AI) across the sales lifecycle. Prospecting, opportunity progression, and customer engagement present exciting opportunities to utilize generative AI, using historical data, to drive efficiency and effectiveness.

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Generative AI AWS Artificial Inteligence Technical Review 124

Capgemini

MARCH 19, 2025

The Grade-AI Generation: Revolutionizing education with generative AI Dr. Daniel Khlwein March 19, 2025 Facebook Linkedin Our Global Data Science Challenge is shaping the future of learning. In an era when AI is reshaping industries, Capgemini’s 7 th Global Data Science Challenge (GDSC) tackled education.

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Generative AI Education Artificial Inteligence Policies 72

AWS Machine Learning - AI

JANUARY 13, 2025

Amazon Q Business as a web experience makes AWS best practices readily accessible, providing cloud-centered recommendations quickly and making it straightforward to access AWS service functions, limits, and implementations. This post covers how to integrate Amazon Q Business into your enterprise setup.

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Generative AI AWS Innovation Knowledge Base 101