CIO

DECEMBER 10, 2024

Instead, CIOs must partner with CMOs and other business leaders to help quantify where gen AI can drive other strategic impacts especially those directly connected to the bottom line. CIOs should return to basics, zero in on metrics that will improve through gen AI investments, and estimate targets and timeframes.

Weak Development Team 215

Weak Development Team Metrics Software Review Technical Review 215

AWS Machine Learning - AI

DECEMBER 2, 2024

Today at AWS re:Invent 2024, we are excited to announce the new Container Caching capability in Amazon SageMaker, which significantly reduces the time required to scale generative AI models for inference. In our tests, we’ve seen substantial improvements in scaling times for generative AI model endpoints across various frameworks.

Generative AI 107

Generative AI Artificial Inteligence Machine Learning AWS 107

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. All of this data is centralized and can be used to improve metrics in scenarios such as sales or call centers.

Generative AI 111

Generative AI Video Engineering Artificial Inteligence 111

CIO

NOVEMBER 12, 2024

By Bryan Kirschner, Vice President, Strategy at DataStax From the Wall Street Journal to the World Economic Forum , it seems like everyone is talking about the urgency of demonstrating ROI from generative AI (genAI). Make ‘soft metrics’ matter Imagine an experienced manager with an “open door policy.”

Generative AI 107

Generative AI ChatGPT Meeting Metrics 107

AWS Machine Learning - AI

MARCH 7, 2025

At the forefront of using generative AI in the insurance industry, Verisks generative AI-powered solutions, like Mozart, remain rooted in ethical and responsible AI use. Security and governance Generative AI is very new technology and brings with it new challenges related to security and compliance.

Generative AI 101

Generative AI Technical Review Insurance Policies 101

AWS Machine Learning - AI

MAY 2, 2025

David Copland, from QARC, and Scott Harding, a person living with aphasia, used AWS services to develop WordFinder, a mobile, cloud-based solution that helps individuals with aphasia increase their independence through the use of AWS generative AI technology.

Generative AI 92

Generative AI AWS Lambda Authentication 92

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 92

Generative AI Artificial Inteligence Metrics AWS 92

TechEmpower CTO

OCTOBER 9, 2023

Artificial Intelligence (AI), and particularly Large Language Models (LLMs), have significantly transformed the search engine as we’ve known it. With Generative AI and LLMs, new avenues for improving operational efficiency and user satisfaction are emerging every day. Strive for a balanced outcome.

Generative AI 346

Generative AI Artificial Inteligence How To Systems Review 346

CIO

JANUARY 14, 2025

What are we trying to accomplish, and is AI truly a fit? ChatGPT set off a burst of excitement when it came onto the scene in fall 2022, and with that excitement came a rush to implement not only generative AI but all kinds of intelligence. What ROI will AI deliver? She advises others to take a similar approach.

Strategy 211

Strategy Fractional CTO Technical Advisors Generative AI 211

CIO

OCTOBER 10, 2024

Technologies such as artificial intelligence (AI), generative AI (genAI) and blockchain are revolutionizing operations. Aligning IT operations with ESG metrics: CIOs need to ensure that technology systems are energy-efficient and contribute to reducing the company’s carbon footprint.

Sustainability 185

Sustainability Innovation Blockchain Energy 185

TechEmpower CTO

NOVEMBER 13, 2023

This isn’t just our opinion - our startup metrics prove it! TechEmpower can help In the era of LLMs and Generative AI, empty textboxes are a product mistake. Everyone struggles with empty text boxes. Populating them can be hard work, especially when the content needs to be just right.

Generative AI 295

Generative AI Artificial Inteligence Real Estate Education 295

CIO

NOVEMBER 15, 2023

Competition among software vendors to be “the” platform on which enterprises build their IT infrastructure is intensifying, with the focus of late on how much noise they can make about their implementation of generative AI features. Sentiment can be a measure of how willing employees will be to use generative AI in their workflow.

Generative AI 201

Generative AI Artificial Inteligence Technical Advisors Weak Development Team 201

AWS Machine Learning - AI

APRIL 29, 2025

Generative AI is rapidly reshaping industries worldwide, empowering businesses to deliver exceptional customer experiences, streamline processes, and push innovation at an unprecedented scale. Specifically, we discuss Data Replys red teaming solution, a comprehensive blueprint to enhance AI safety and responsible AI practices.

Generative AI 74

Generative AI Weak Development Team AWS Artificial Inteligence 74

CIO

JULY 9, 2024

The key is to take stock of the skills your organization needs to succeed and to identify how those skills might be impacted by gen AI in order to create a reskilling plan for the future. There’ll be a shift in measuring performance metrics, and traditional metrics, such as hours worked or revenue per employee, will no longer be relevant.

Generative AI 209

Generative AI Metrics Recruiting Organization 209

TechCrunch

MAY 3, 2023

Within the span of a few months, several lawsuits have emerged over generative AI tech from companies including OpenAI and Stability AI, brought by plaintiffs who allege that copyrighted data — mostly art — was used without their permission to train the generative models.

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Generative AI Training Software Review Technical Review 214

CIO

JUNE 28, 2023

When you create an app bundle, AppFabric creates the required AWS Identity and Access Management (IAM) role in your AWS account, which is required to send metrics to Amazon CloudWatch and to access AWS resources such as Amazon Simple Storage Service (Amazon S3) and Amazon Kinesis Data Firehose,” AWS wrote in a blog post.

Generative AI 204

Generative AI AWS Artificial Inteligence Enterprise 204

CIO

SEPTEMBER 15, 2023

Salesforce is looking at a large recruitment drive as it plans to invest in new areas such as generative AI and push some of its popular products, such as the Data Cloud, CEO Marc Benioff, and chief operating officer Brian Millham told Bloomberg in an interview.

Generative AI 198

Generative AI Technical Review Artificial Inteligence Software Review 198

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 Artificial Inteligence Software Review 76

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. That means production code will need to have tests written later as part of a cleanup operation a daunting task that generative AI tools can speed up.

Technical Review 179

Technical Review Weak Development Team Software Review Systems Review 179

CIO

JANUARY 10, 2025

A sharp rise in enterprise investments in generative AI is poised to reshape business operations, with 68% of companies planning to invest between $50 million and $250 million over the next year, according to KPMGs latest AI Quarterly Pulse Survey.

Enterprise 121

Enterprise Generative AI Survey Metrics 121

CIO

SEPTEMBER 10, 2024

Generative AI is poised to redefine software creation and digital transformation. How generative AI transforms the SDLC GenAI has emerged as a transformative solution to address these challenges head-on. The future of software development is here, and generative AI powers it. Result: 70% more efficient.

Generative AI 186

Generative AI Software Development SDLC Software 186

CIO

OCTOBER 17, 2023

NetSuite is adding generative AI and a host of new features and applications to its cloud-based ERP suite in an effort to compete better with midmarket rivals including Epicor, IFS, Infor, and Zoho in multiple domains such as HR, supply chain, banking, finance, and sales. Generative AI, NetSuite

Generative AI 196

Generative AI Enterprise Analytics Budget 196

CIO

DECEMBER 2, 2024

When you reframe the conversation this way, technical debt becomes a strategic business issue that directly impacts the value metrics the board cares about most. In our recent report examining technical debt in the age of generative AI , we explored how companies need to break their technical debt down into four categories.

How To 205

How To Budget Metrics Innovation 205

AWS Machine Learning - AI

OCTOBER 16, 2024

To evaluate the transcription accuracy quality, the team compared the results against ground truth subtitles on a large test set, using the following metrics: Word error rate (WER) – This metric measures the percentage of words that are incorrectly transcribed compared to the ground truth. A lower MER signifies better accuracy.

Media 117

Media Video Artificial Inteligence Generative AI 117

CIO

SEPTEMBER 13, 2023

Generative AI will soon be everywhere — including in Salesforce’s Net Zero Cloud environmental, social, and governance (ESG) reporting tool. Net Zero Cloud uses data held within the Salesforce platform to help enterprises report on their carbon footprint and manage other social and governance metrics.

Generative AI 191

Generative AI .Net Report Artificial Inteligence 191

CIO

OCTOBER 12, 2023

You’re an IT leader at an organization whose employees are rampantly adopting generative AI. Can it be solved with existing AI or even other tools? What are your metrics for success? Successful startups don’t get caught chasing butterflies; they identify opportunities that will generate the best return.

Generative AI 191

Generative AI Strategy Off-The-Shelf Survey 191

CIO

MAY 1, 2024

Is generative AI so important that you need to buy customized keyboards or hire a new chief AI officer, or is all the inflated excitement and investment not yet generating much in the way of returns for organizations? Is gen AI failing? Now nearly half of code suggestions are accepted.

Generative AI 215

Generative AI Artificial Inteligence Metrics Training 215

CIO

MARCH 5, 2024

GitHub first launched its copilot in 2021 , and Microsoft 365 Copilot became generally available a few months ago. These AI assistants often use the term copilot to indicate how generative AI capabilities embedded in workflow tools can augment and assist people in performing tasks and prompting for information more efficiently.

Generative AI 186

Generative AI Software Review Fractional CTO Software Development 186

AWS Machine Learning - AI

MARCH 14, 2025

Although automated metrics are fast and cost-effective, they can only evaluate the correctness of an AI response, without capturing other evaluation dimensions or providing explanations of why an answer is problematic. Human evaluation, although thorough, is time-consuming and expensive at scale.

Knowledge Base 103

Knowledge Base Applications Artificial Inteligence Generative AI 103

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 129

Generative AI Artificial Inteligence AWS Government 129

CIO

NOVEMBER 13, 2024

Managers tend to incentivize activity metrics and measure inputs versus outputs,” she adds. When it comes to gen AI, there’s a gap between what executives expect it to do and what the actual experiences of employees are, says Ashok Krish, head of advisory and consulting for AI at Tata Consultancy Services.

Weak Development Team 212

Weak Development Team Artificial Inteligence Technical Review Generative AI 212

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. Review the model response and metrics provided. Consider implementing monitoring and observability.

Generative AI 132

Generative AI Artificial Inteligence AWS Serverless 132

AWS Machine Learning - AI

APRIL 10, 2025

Under Input data , enter the location of the source S3 bucket (training data) and target S3 bucket (model outputs and training metrics), and optionally the location of your validation dataset. Check out the Generative AI Innovation Center for our latest work and customer success stories. To do so, we create a knowledge base.

Case Study 123

Case Study Artificial Inteligence Study Generative AI 123

AWS Machine Learning - AI

JANUARY 13, 2025

This is where intelligent document processing (IDP), coupled with the power of generative AI , emerges as a game-changing solution. Enhancing the capabilities of IDP is the integration of generative AI, which harnesses large language models (LLMs) and generative techniques to understand and generate human-like text.

Education 112

Education Report Technical Review Generative AI 112

AWS Machine Learning - AI

NOVEMBER 15, 2024

The rapid advancement of generative AI promises transformative innovation, yet it also presents significant challenges. Concerns about legal implications, accuracy of AI-generated outputs, data privacy, and broader societal impacts have underscored the importance of responsible AI development.

Applications 111

Applications Generative AI AWS Artificial Inteligence 111