AWS Machine Learning - AI

OCTOBER 29, 2024

This engine uses artificial intelligence (AI) and machine learning (ML) services and generative AI on AWS to extract transcripts, produce a summary, and provide a sentiment for the call. Many commercial generative AI solutions available are expensive and require user-based licenses.

Generative AI 105

Generative AI Video Engineering Artificial Inteligence 105

CIO

DECEMBER 14, 2023

Now, manufacturing is facing one of the most exciting, unmatched, and daunting transformations in its history due to artificial intelligence (AI) and generative AI (GenAI). Manufacturers are attaining significant advancements in productivity, quality, and effectiveness with early use cases of AI and GenAI.

Generative AI 215

Generative AI Artificial Inteligence Artificial Intelligence Technical Review 215

CIO

JUNE 3, 2024

For generative AI, a stubborn fact is that it consumes very large quantities of compute cycles, data storage, network bandwidth, electrical power, and air conditioning. Infrastructure-intensive or not, generative AI is on the march. of the overall AI server market in 2022 to 36% in 2027.

Generative AI 209

Generative AI Infrastructure Artificial Inteligence Storage 209

AWS Machine Learning - AI

MARCH 5, 2025

Generative AI question-answering applications are pushing the boundaries of enterprise productivity. These assistants can be powered by various backend architectures including Retrieval Augmented Generation (RAG), agentic workflows, fine-tuned large language models (LLMs), or a combination of these techniques.

Generative AI 75

Generative AI Systems Review Software Review Artificial Inteligence 75

CIO

AUGUST 9, 2023

It’s an appropriate takeaway for another prominent and high-stakes topic, generative AI. Generative AI “fuel” and the right “fuel tank” Enterprises are in their own race, hastening to embrace generative AI ( another CIO.com article talks more about this). What does this have to do with technology?

Generative AI 148

Generative AI Storage Scalability Technical Review 148

AWS Machine Learning - AI

NOVEMBER 22, 2024

Companies across all industries are harnessing the power of generative AI to address various use cases. Cloud providers have recognized the need to offer model inference through an API call, significantly streamlining the implementation of AI within applications.

Generative AI 80

Generative AI AWS Technical Review Backup 80

CIO

JANUARY 8, 2025

Increasingly, however, CIOs are reviewing and rationalizing those investments. While up to 80% of the enterprise-scale systems Endava works on use the public cloud partially or fully, about 60% of those companies are migrating back at least one system. Are they truly enhancing productivity and reducing costs?

Cloud 209

Cloud Technical Review Systems Review Budget 209

AWS Machine Learning - AI

JANUARY 22, 2025

Security teams in highly regulated industries like financial services often employ Privileged Access Management (PAM) systems to secure, manage, and monitor the use of privileged access across their critical IT infrastructure. However, the capturing of keystrokes into a log is not always an option.

Generative AI 103

Generative AI Video Analysis Technical Review 103

CIO

NOVEMBER 21, 2024

With the right AI investments marking the difference between laggards and innovative companies, deploying AI at scale has become an essential strategy in today’s business landscape. This development is due to traditional IT infrastructures being increasingly unable to meet the ever-demanding requirements of AI.

Software Review 167

Software Review Technical Review Automotive Infrastructure 167

CIO

JANUARY 19, 2024

And you’ll also recognize that gaming experiences have come a long way—mostly due to developments in artificial intelligence (AI). Yet, thanks to generative AI, a new gaming frontier is emerging that will radically elevate content and make characters and virtual worlds much more expansive, personalized, and life-like.

Generative AI 174

Generative AI Games Innovation Artificial Inteligence 174

AWS Machine Learning - AI

APRIL 10, 2025

On the Review and create page, review the settings and choose Create Knowledge Base. Choose a commitment term (no commitment, 1 month, or 6 months) and review the associated cost for hosting the fine-tuned models. Choose Next.

Case Study 108

Case Study Artificial Inteligence Study Generative AI 108

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.

Generative AI 73

Generative AI Artificial Inteligence Metrics AWS 73

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. It doesn’t retain audio or output text, and users have control over data storage with encryption in transit and at rest.

AWS 102

AWS Artificial Inteligence Generative AI Machine Learning 102

CIO

OCTOBER 22, 2024

Enterprises’ interest in AI agents is growing, but as a new level of intelligence is added, new GenAI agents are poised to expand rapidly in strategic planning for product leaders. In the near-term, security-related attacks of AI agents will be a new threat surface,” Plummer said.

Artificial Inteligence 203

Artificial Inteligence Energy Healthcare Technical Review 203

AWS Machine Learning - AI

OCTOBER 29, 2024

This post guides you through implementing a queue management system that automatically monitors available job slots and submits new jobs as slots become available. Review the stack details and select I acknowledge that AWS CloudFormation might create AWS IAM resources , as shown in the following screenshot. Choose Submit.

Scalability 113

Scalability Lambda Generative AI AWS 113

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 95

Education Report Technical Review Generative AI 95

AWS Machine Learning - AI

NOVEMBER 19, 2024

With Amazon Bedrock and other AWS services, you can build a generative AI-based email support solution to streamline email management, enhancing overall customer satisfaction and operational efficiency. Solution overview This section outlines the architecture designed for an email support system using generative AI.

Knowledge Base 92

Knowledge Base Generative AI Technical Review Lambda 92

AWS Machine Learning - AI

NOVEMBER 21, 2024

Amazon Bedrock is a fully managed service that offers a choice of high-performing foundation models (FMs) from leading AI companies like AI21 Labs, Anthropic, Cohere, Meta, Mistral AI, Stability AI, and Amazon through a single API, along with a broad set of capabilities to build generative AI applications with security, privacy, and responsible AI.

Generative AI 105

Generative AI Guidelines Systems Review AWS 105

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.

Lambda 121

Lambda Enterprise Automotive Knowledge Base 121

CIO

OCTOBER 11, 2023

To overcome these challenges, energy companies are increasingly turning to artificial intelligence (AI), particularly generative AI large language models (LLM). ResearchandMarkets 1 estimates that the energy and power market spent 3.103 billion USD on AI in 2021. How can AI and generative AI help?

Artificial Inteligence 205

Artificial Inteligence Company Generative AI Energy 205

AWS Machine Learning - AI

APRIL 16, 2025

The increased usage of generative AI models has offered tailored experiences with minimal technical expertise, and organizations are increasingly using these powerful models to drive innovation and enhance their services across various domains, from natural language processing (NLP) to content generation.

Artificial Inteligence 82

Artificial Inteligence Generative AI AWS Storage 82

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. Not only that, but our sales teams devise action plans that they otherwise might have missed without AI assistance. Field Advisor continues to enable me to work smarter, not harder.

AWS 91

AWS Generative AI Technical Review Artificial Inteligence 91

AWS Machine Learning - AI

MARCH 20, 2025

Gartner predicts that by 2027, 40% of generative AI solutions will be multimodal (text, image, audio and video) by 2027, up from 1% in 2023. The McKinsey 2023 State of AI Report identifies data management as a major obstacle to AI adoption and scaling.

Data 105

Data Generative AI Artificial Inteligence Compliance 105

AWS Machine Learning - AI

AUGUST 21, 2024

Customer reviews can reveal customer experiences with a product and serve as an invaluable source of information to the product teams. By continually monitoring these reviews over time, businesses can recognize changes in customer perceptions and uncover areas of improvement.

Technical Review 122

Technical Review Software Review Systems Review Lambda 122

AWS Machine Learning - AI

JULY 3, 2024

Generative AI and transformer-based large language models (LLMs) have been in the top headlines recently. These models demonstrate impressive performance in question answering, text summarization, code, and text generation. Amazon Simple Storage Service (S3) : for documents and processed data caching.

Artificial Inteligence 121

Artificial Inteligence Generative AI Lambda Healthcare 121

Xebia

AUGUST 17, 2023

Leveraging Serverless and Generative AI for Image Captioning on GCP In today’s age of abundant data, especially visual data, it’s imperative to understand and categorize images efficiently. This function leverages Vertex AI to generate captions for the images.

Serverless 130

Serverless Generative AI Google Cloud Technical Review 130

AWS Machine Learning - AI

JULY 15, 2024

Today, Mixbook is the #1 rated photo book service in the US with 26 thousand five-star reviews. This pivotal decision has been instrumental in propelling them towards fulfilling their mission, ensuring their system operations are characterized by reliability, superior performance, and operational efficiency.

Generative AI 116

Generative AI Artificial Inteligence AWS Technical Review 116

AWS Machine Learning - AI

JANUARY 13, 2025

This includes integrating data and systems and automating workflows and processes, and the creation of incredible digital experiencesall on a single, user-friendly platform. This post shows how MuleSoft introduced a generative AI -powered assistant using Amazon Q Business to enhance their internal Cloud Central dashboard.

Generative AI 95

Generative AI AWS Innovation Knowledge Base 95

AWS Machine Learning - AI

AUGUST 26, 2024

Prospecting, opportunity progression, and customer engagement present exciting opportunities to utilize generative AI, using historical data, to drive efficiency and effectiveness. Use case overview Using generative AI, we built Account Summaries by seamlessly integrating both structured and unstructured data from diverse sources.

Generative AI 119

Generative AI AWS Artificial Inteligence Technical Review 119

AWS Machine Learning - AI

JUNE 18, 2024

To extract key information from high volumes of documents from emails and various sources, companies need comprehensive automation capable of ingesting emails, file uploads, and system integrations for seamless processing and analysis. These procedures cost money, take a long time, and are prone to mistakes.

Generative AI 113

Generative AI Artificial Inteligence AWS Technical Review 113

AWS Machine Learning - AI

FEBRUARY 6, 2024

Accenture built a regulatory document authoring solution using automated generative AI that enables researchers and testers to produce CTDs efficiently. By extracting key data from testing reports, the system uses Amazon SageMaker JumpStart and other AWS AI services to generate CTDs in the proper format.

Generative AI 121

Generative AI AWS Lambda Technical Review 121

CIO

APRIL 1, 2025

As artificial intelligence (AI) services, particularly generative AI (genAI), become increasingly integral to modern enterprises, establishing a robust financial operations (FinOps) strategy is essential. Achieving cost transparency involves making the cost of AI services visible and comprehensible to all stakeholders.

Technical Review 88

Technical Review Azure Budget Artificial Inteligence 88

AWS Machine Learning - AI

JUNE 18, 2024

As of this writing, Ghana ranks as the 27th most polluted country in the world , facing significant challenges due to air pollution. Automated data ingestion – An automated system is essential for recognizing and synchronizing new (unseen), diverse data formats with minimal human intervention.

Generative AI 119

Generative AI Artificial Inteligence Technical Review AWS 119

AWS Machine Learning - AI

OCTOBER 2, 2024

Large enterprises are building strategies to harness the power of generative AI across their organizations. Managing bias, intellectual property, prompt safety, and data integrity are critical considerations when deploying generative AI solutions at scale.

Generative AI 114

Generative AI Artificial Inteligence AWS Government 114

AWS Machine Learning - AI

MARCH 19, 2024

Industrial facilities grapple with vast volumes of unstructured data, sourced from sensors, telemetry systems, and equipment dispersed across production lines. To address this, you can use the FM’s ability to generate code in response to natural language queries (NLQs).

Generative AI 132

Generative AI Industry Artificial Inteligence Knowledge Base 132

AWS Machine Learning - AI

MAY 15, 2024

To help advertisers more seamlessly address this challenge, Amazon Ads rolled out an image generation capability that quickly and easily develops lifestyle imagery, which helps advertisers bring their brand stories to life. Then, the deployed text-to-image model is used for image generation using the prompt and the processed image (step 5).

Generative AI 122

Generative AI Artificial Inteligence Advertising Technical Review 122

AWS Machine Learning - AI

NOVEMBER 30, 2023

We believe generative AI has the potential over time to transform virtually every customer experience we know. Innovative startups like Perplexity AI are going all in on AWS for generative AI. And at the top layer, we’ve been investing in game-changing applications in key areas like generative AI-based coding.

Generative AI 138

Generative AI AWS Artificial Inteligence Software Review 138