AWS Machine Learning - AI

NOVEMBER 7, 2024

While organizations continue to discover the powerful applications of generative AI , adoption is often slowed down by team silos and bespoke workflows. To move faster, enterprises need robust operating models and a holistic approach that simplifies the generative AI lifecycle.

Generative AI 113

Generative AI AWS Enterprise Artificial Inteligence 113

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 76

Generative AI Systems Review Software Review Artificial Inteligence 76

CIO

JANUARY 9, 2025

Generative artificial intelligence ( genAI ) and in particular large language models ( LLMs ) are changing the way companies develop and deliver software. These AI-based tools are particularly useful in two areas: making internal knowledge accessible and automating customer service. An overview. Lets look at some specific examples.

Artificial Inteligence 191

Artificial Inteligence Software Review Software Enterprise 191

CIO

MAY 6, 2025

In 2020, it was the pandemic, 2022 brought recession fears, and 2024 ushered in the generative AI era. Two years ago, I shared how gen AI impacts digital transformation priorities , focusing on data strategies, customer support initiatives, and AI governance.

CTO Coach 196

CTO Coach Software Review Generative AI Technical Review 196

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.

Generative AI 98

Generative AI Organization Enterprise Artificial Inteligence 98

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 111

Generative AI Video Engineering Artificial Inteligence 111

CIO

APRIL 29, 2025

Just as generative AI tools are fundamentally changing the ways developers write code, theyre being used to refactor code as well. Old and poorly documented codebases are particularly daunting to refactor because they need to be understood before they can be disentangled. Adding clarity to obscure code.

Technical Review 179

Technical Review Weak Development Team Software Review Systems Review 179

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 99

Generative AI AWS Technical Review Backup 99

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 111

Generative AI Video Analysis Technical Review 111

AWS Machine Learning - AI

APRIL 30, 2025

With the advent of generative AI solutions, a paradigm shift is underway across industries, driven by organizations embracing foundation models (FMs) to unlock unprecedented opportunities. From processing payroll to generating financial statements, accounting is a ubiquitous force that touches every facet of business operations.

Artificial Inteligence 105

Artificial Inteligence Technical Review Software Review Generative AI 105

CIO

JULY 30, 2024

The launch of ChatGPT in November 2022 set off a generative AI gold rush, with companies scrambling to adopt the technology and demonstrate innovation. They have a couple of use cases that they’re pushing heavily on, but they are building up this portfolio of traditional machine learning and ‘predictive’ AI use cases as well.”

Generative AI 216

Generative AI Artificial Inteligence Software Review Fractional CTO 216

CIO

JUNE 13, 2024

Over the past year, generative AI – artificial intelligence that creates text, audio, and images – has moved from the “interesting concept” stage to the deployment stage for retail, healthcare, finance, and other industries. On today’s most significant ethical challenges with generative AI deployments….

Generative AI 206

Generative AI Artificial Inteligence Innovation Artificial Intelligence 206

CIO

DECEMBER 20, 2023

THE BOOM OF GENERATIVE AI Digital transformation is the bleeding edge of business resilience. Notably, organisations are now turning to Generative AI to navigate the rapidly evolving tech landscape. Notably, organisations are now turning to Generative AI to navigate the rapidly evolving tech landscape.

Generative AI 192

Generative AI Software Review Technical Review Weak Development Team 192

CIO

APRIL 23, 2025

For example, AI agents should be able to take actions on behalf of users, act autonomously, or interact with other agents and systems. As the models powering the individual agents get smarter, the use cases for agentic AI systems get more ambitious and the risks posed by these systems increase exponentially.

Systems Review 190

Systems Review Technical Review Software Review Artificial Inteligence 190

CIO

SEPTEMBER 29, 2023

If any technology has captured the collective imagination in 2023, it’s generative AI — and businesses are beginning to ramp up hiring for what in some cases are very nascent gen AI skills, turning at times to contract workers to fill gaps, pursue pilots, and round out in-house AI project teams.

Generative AI 214

Generative AI Machine Learning Artificial Inteligence ChatGPT 214

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 112

Education Report Technical Review Generative AI 112

John Snow Labs

APRIL 23, 2025

Introduction Healthcare organizations are under increasing pressure to improve the accuracy and efficiency of clinical documentation and risk adjustment. To support this, Generative AI Lab 7 brings built-in HCC coding support to accelerate and streamline clinical annotation workflows. What is HCC Coding?

Generative AI 52

Generative AI Software Review Systems Review Healthcare 52

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. But the foray isn’t entirely new. We will pick the optimal LLM. We use AWS and Azure.

Generative AI 192

Generative AI Artificial Inteligence ChatGPT Azure 192

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. AI integration accelerates response times and increases the accuracy and relevance of communications, enhancing customer satisfaction.

Knowledge Base 109

Knowledge Base Generative AI Technical Review Lambda 109

CIO

AUGUST 19, 2024

Yet as organizations figure out how generative AI fits into their plans, IT leaders would do well to pay close attention to one emerging category: multiagent systems. All aboard the multiagent train It might help to think of multiagent systems as conductors operating a train. Such systems are already highly automated.

Generative AI 215

Generative AI Artificial Inteligence Organization Technical Review 215

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. The tedious process of compiling hundreds of documents is also prone to errors.

Generative AI 130

Generative AI AWS Lambda Technical Review 130

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.

AWS 113

AWS Artificial Inteligence Generative AI Machine Learning 113

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. Document upload When users need to provide context of their own, the chatbot supports uploading multiple documents during a conversation.

AWS 109

AWS Generative AI Technical Review Artificial Inteligence 109

CIO

NOVEMBER 19, 2024

In 2024, a new trend called agentic AI emerged. Agentic AI is the next leap forward beyond traditional AI to systems that are capable of handling complex, multi-step activities utilizing components called agents. However, they are used as a prominent component of agentic AI. LLMs by themselves are not agents.

Case Study 202

Case Study Artificial Inteligence Study Architecture 202

CIO

MARCH 11, 2025

This could be the year agentic AI hits the big time, with many enterprises looking to find value-added use cases. A key question: Which business processes are actually suitable for agentic AI? Without this actionable framework, even the most advanced AI systems will struggle to provide meaningful value, Srivastava says.

How To 190

How To Systems Review Technical Review Software Review 190

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. billion in 2025 to USD 66.68 billion by 2032 with a CAGR of 30.1 %.

Data 117

Data Generative AI Artificial Inteligence Compliance 117

CIO

MARCH 7, 2023

Vince Kellen understands the well-documented limitations of ChatGPT, DALL-E and other generative AI technologies — that answers may not be truthful, generated images may lack compositional integrity, and outputs may be biased — but he’s moving ahead anyway. Generative AI can facilitate that.

Generative AI 172

Generative AI Artificial Inteligence Enterprise Software Review 172

Perficient

DECEMBER 31, 2024

Generative AI is a rapidly evolving field, and understanding its key terminologies is crucial for anyone seeking to navigate this exciting landscape. The Foundation of Generative AI Generative AI, as the name suggests, focuses on the creation of new content.

Generative AI 52

Generative AI Artificial Inteligence Software Review Systems Review 52

AWS Machine Learning - AI

APRIL 10, 2025

On the Configure data source page, provide the following information: Specify the Amazon S3 location of the documents. On the Review and create page, review the settings and choose Create Knowledge Base. Complete the following steps: On the Amazon Bedrock console, choose Knowledge Bases in the navigation pane. Choose Next.

Case Study 123

Case Study Artificial Inteligence Study Generative AI 123

AWS Machine Learning - AI

AUGUST 22, 2024

At the forefront of harnessing cutting-edge technologies in the insurance sector such as generative artificial intelligence (AI), Verisk is committed to enhancing its clients’ operational efficiencies, productivity, and profitability. Discovery Navigator recently released automated generative AI record summarization capabilities.

Generative AI 117

Generative AI Technical Review Software Review Systems Review 117

CIO

APRIL 14, 2023

While there’s an open letter calling for all AI labs to immediately pause training of AI systems more powerful than GPT-4 for six months, the reality is the genie is already out of the bottle. When AI-generated code works, it’s sublime,” says Cassie Kozyrkov, chief decision scientist at Google.

Generative AI 182

Generative AI Policies Artificial Inteligence Development 182

CIO

APRIL 5, 2023

Midjourney, ChatGPT, Bing AI Chat, and other AI tools that make generative AI accessible have unleashed a flood of ideas, experimentation and creativity. Here are five key areas where it’s worth considering generative AI, plus guidance on finding other appropriate scenarios.

Generative AI 165

Generative AI Software Review ChatGPT Systems Review 165

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 129

Lambda Enterprise Automotive Knowledge Base 129

CIO

DECEMBER 11, 2024

The introduction of generative AI (genAI) and the rise of natural language data analytics will exacerbate this problem. Without this setup, there is a risk of building models that are too slow to respond to customers, exhibit training-serving skew over time and potentially harm customers due to lack of production model monitoring.

Data 165

Data Technical Review Software Review Weak Development Team 165

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. This capability is particularly useful for tasks such as asynchronous embedding generation, large-scale text classification, and bulk content analysis. Choose Submit.

Scalability 129

Scalability Lambda Generative AI AWS 129

CIO

FEBRUARY 23, 2024

Generative AI takes a front seat As for that AI strategy, American Honda’s deep experience with machine learning positions it well to capitalize on the next wave: generative AI. The ascendent rise of generative AI last year has applied pressure on CIOs across all industries to tap its potential.

Generative AI 182

Generative AI Innovation Automotive Technical Review 182

AWS Machine Learning - AI

JANUARY 13, 2025

Enterprises provide their developers, engineers, and architects with a range of knowledge bases and documents, such as usage guides, wikis, and tools. This includes integrating data and systems and automating workflows and processes, and the creation of incredible digital experiencesall on a single, user-friendly platform.

Generative AI 106

Generative AI AWS Innovation Knowledge Base 106