CIO

DECEMBER 20, 2024

Data architecture definition Data architecture describes the structure of an organizations logical and physical data assets, and data management resources, according to The Open Group Architecture Framework (TOGAF). An organizations data architecture is the purview of data architects. Curate the data.

Architecture 183

Architecture Data Fractional CTO Technical Review 183

CIO

OCTOBER 22, 2024

Artificial Intelligence continues to dominate this week’s Gartner IT Symposium/Xpo, as well as the research firm’s annual predictions list. “It However, as AI insights prove effective, they will gain acceptance among executives competing for decision support data to improve business results.”

Artificial Inteligence 203

Artificial Inteligence Energy Healthcare Technical Review 203

CIO

FEBRUARY 5, 2025

As insurance companies embrace generative AI (genAI) to address longstanding operational inefficiencies, theyre discovering that general-purpose large language models (LLMs) often fall short in solving their unique challenges. Claims adjudication, for example, is an intensive manual process that bogs down insurers.

Artificial Inteligence 109

Artificial Inteligence Insurance Technical Review Generative AI 109

CIO

MARCH 20, 2025

Heres the secret to success in todays competitive business world: using advanced expertise and deep data to solve real challenges, make smarter decisions and create lasting value. Generative and agentic artificial intelligence (AI) are paving the way for this evolution. Its a driver of transformation. The EXLerate.AI

Artificial Inteligence 139

Artificial Inteligence Enterprise Insurance Artificial Intelligence 139

CIO

NOVEMBER 4, 2024

Artificial Intelligence (AI), a term once relegated to science fiction, is now driving an unprecedented revolution in business technology. Most AI workloads are deployed in private cloud or on-premises environments, driven by data locality and compliance needs. Nutanix commissioned U.K. Cost, by comparison, ranks a distant 10th.

Infrastructure 193

Infrastructure Marketing Data Artificial Inteligence 193

Xebia

APRIL 17, 2025

It also supports the newly announced Agent 2 Agent (A2A) protocol which Google is positioning as an open, secure standard for agent-agent collaboration, driven by a large community of Technology, Platform and Service partners. Native Multi-Agent Architecture: Build scalable applications by composing specialized agents in a hierarchy.

Google Cloud 223

Google Cloud Artificial Inteligence Cloud Video 223

Dzone - DevOps

MARCH 28, 2025

With rapid progress in the fields of machine learning (ML) and artificial intelligence (AI), it is important to deploy the AI/ML model efficiently in production environments. The architecture downstream ensures scalability, cost efficiency, and real-time access to applications.

Scalability 88

Scalability Artificial Inteligence AWS Artificial Intelligence 88

Openxcell

JANUARY 20, 2025

LLM or large language models are deep learning models trained on vast amounts of linguistic data so they understand and respond in natural language (human-like texts). These encoders and decoders help the LLM model contextualize the input data and, based on that, generate appropriate responses.

Artificial Inteligence 105

Artificial Inteligence Tools Open Source Architecture 105

CIO

MARCH 14, 2025

But the increase in use of intelligent tools in recent years since the arrival of generative AI has begun to cement the CAIO role as a key tech executive position across a wide range of sectors. One thing is to guarantee the quality and governance of data. It is not a position that many companies have today.

Artificial Inteligence 194

Artificial Inteligence Artificial Intelligence Government Generative AI 194

Xebia

OCTOBER 30, 2024

This quarter, we continued to build on that foundation by organizing and contributing to events, meetups, and conferences that are pushing the boundaries of what’s possible in Data, AI, and MLOps. As always, the more we share, the more we learn. Jetze Schuurmans presented: Are you ready for MLOps? at an ASML internal meetup.

Data 130

Data Artificial Inteligence Analytics Insurance 130

CIO

OCTOBER 24, 2024

growth this year, with data center spending increasing by nearly 35% in 2024 in anticipation of generative AI infrastructure needs. Data center spending will increase again by 15.5% in 2025, but software spending — four times larger than the data center segment — will grow by 14% next year, to $1.24 trillion, Gartner projects.

Data Center 200

Data Center Artificial Inteligence Generative AI Artificial Intelligence 200

Xebia

APRIL 16, 2025

Understanding the Value Proposition of LLMs Large Language Models (LLMs) have quickly become a powerful tool for businesses, but their true impact depends on how they are implemented. The key is determining where LLMs provide value without sacrificing business-critical quality.

Artificial Inteligence 130

Artificial Inteligence Systems Review How To eCommerce 130

Crunchbase News

OCTOBER 17, 2024

It’s been hard to browse tech headlines this week and not read something about billions of dollars being poured into data centers. billion to develop data centers in Spain. Energy and data center company Crusoe Energy Systems announced it raised $3.4 Energy and data center company Crusoe Energy Systems announced it raised $3.4

Data Center 123

Data Center Artificial Inteligence Data Energy 123

John Snow Labs

APRIL 2, 2025

The update enables domain experts, such as doctors or lawyers, to evaluate and improve custom-built large language models (LLMs) with precision and transparency. New capabilities include no-code features to streamline the process of auditing and tuning AI models.

Artificial Inteligence 89

Artificial Inteligence Software Review Generative AI Technical Review 89

CIO

DECEMBER 5, 2024

In today’s data-driven world, large enterprises are aware of the immense opportunities that data and analytics present. Yet, the true value of these initiatives is in their potential to revolutionize how data is managed and utilized across the enterprise. Take, for example, a recent case with one of our clients.

Enterprise 158

Enterprise Data Insurance Business Intelligence 158

AWS Machine Learning - AI

DECEMBER 4, 2024

Organizations can use these models securely, and for models that are compatible with the Amazon Bedrock Converse API, you can use the robust toolkit of Amazon Bedrock, including Amazon Bedrock Agents , Amazon Bedrock Knowledge Bases , Amazon Bedrock Guardrails , and Amazon Bedrock Flows. You can find him on LinkedIn.

Artificial Inteligence 101

Artificial Inteligence Microservices Generative AI AWS 101

AWS Machine Learning - AI

FEBRUARY 12, 2025

Large language models (LLMs) have revolutionized the field of natural language processing with their ability to understand and generate humanlike text. Researchers developed Medusa , a framework to speed up LLM inference by adding extra heads to predict multiple tokens simultaneously.

Artificial Inteligence 76

Artificial Inteligence Training AWS Machine Learning 76

Xebia

FEBRUARY 23, 2025

The data landscape is constantly evolving, making it challenging to stay updated with emerging trends. That’s why we’ve decided to launch a blog that focuses on the data trends we expect to see in 2025. Poor data quality automatically results in poor decisions. That applies not only to GenAI but to all data products.

Trends 130

Trends Data Artificial Inteligence Weak Development Team 130

CIO

JANUARY 15, 2025

According to research from NTT DATA , 90% of organisations acknowledge that outdated infrastructure severely curtails their capacity to integrate cutting-edge technologies, including GenAI, negatively impacts their business agility, and limits their ability to innovate. [1] The foundation of the solution is also important.

Generative AI 187

Generative AI Applications Artificial Inteligence Azure 187

AWS Machine Learning - AI

APRIL 10, 2025

The introduction of Amazon Nova models represent a significant advancement in the field of AI, offering new opportunities for large language model (LLM) optimization. In this post, we demonstrate how to effectively perform model customization and RAG with Amazon Nova models as a baseline.

Case Study 115

Case Study Artificial Inteligence Study Generative AI 115

CIO

NOVEMBER 12, 2024

The hunch was that there were a lot of Singaporeans out there learning about data science, AI, machine learning and Python on their own. Because a lot of Singaporeans and locals have been learning AI, machine learning, and Python on their own. I needed the ratio to be the other way around!

Artificial Inteligence 174

Artificial Inteligence Weak Development Team Training Artificial Intelligence 174

CIO

APRIL 16, 2025

Proprietary data formats and capacity-based pricing dissuade customers from mining the analytical value of historical data. Artificial intelligence has contributed to complexity. Legacy observability systems were never designed for the ability to bring together these disparate sources of data.

Artificial Inteligence 88

Artificial Inteligence Artificial Intelligence Analysis Banking 88

CIO

OCTOBER 25, 2024

Many Kyndryl customers seem to be thinking about how to merge the mission-critical data on their mainframes with AI tools, she says. In addition to using AI with modernization efforts, almost half of those surveyed plan to use generative AI to unlock critical mainframe data and transform it into actionable insights.

Survey 200

Survey Artificial Inteligence Artificial Intelligence Hardware 200

CIO

FEBRUARY 25, 2025

Sharing that optimism is Somer Hackley, CEO and executive recruiter at Distinguished Search, a retained executive search firm in Austin, Texas, focused on technology, product, data, and digital positions. CIOs must be able to turn data into value, Doyle agrees. CIOs need to be the business and technology translator.

Technical Review 190

Technical Review Artificial Inteligence How To Recruiting 190

AWS Machine Learning - AI

APRIL 23, 2025

Archival data in research institutions and national laboratories represents a vast repository of historical knowledge, yet much of it remains inaccessible due to factors like limited metadata and inconsistent labeling. Each bucket serves a specific purpose in the pipeline, providing organized data management and simplified access control.

Artificial Inteligence 66

Artificial Inteligence Open Source AWS Serverless 66

AWS Machine Learning - AI

DECEMBER 2, 2024

In this post, we explore the new Container Caching feature for SageMaker inference, addressing the challenges of deploying and scaling large language models (LLMs). You’ll learn about the key benefits of Container Caching, including faster scaling, improved resource utilization, and potential cost savings.

Generative AI 100

Generative AI Artificial Inteligence Machine Learning AWS 100

John Snow Labs

NOVEMBER 8, 2024

Our results indicate that, for specialized healthcare tasks like answering clinical questions or summarizing medical research, these smaller models offer both efficiency and high relevance, positioning them as an effective alternative to larger counterparts within a RAG setup. The prompt is fed into the LLM.

Artificial Inteligence 52

Artificial Inteligence Healthcare Case Study Comparison 52

AWS Machine Learning - AI

NOVEMBER 14, 2024

It enables you to privately customize the FM of your choice with your data using techniques such as fine-tuning, prompt engineering, and retrieval augmented generation (RAG) and build agents that run tasks using your enterprise systems and data sources while adhering to security and privacy requirements.

Artificial Inteligence 109

Artificial Inteligence Generative AI Travel AWS 109

AWS Machine Learning - AI

OCTOBER 29, 2024

Batch inference in Amazon Bedrock efficiently processes large volumes of data using foundation models (FMs) when real-time results aren’t necessary. Although batch inference offers numerous benefits, it’s limited to 10 batch inference jobs submitted per model per Region. This automatically deletes the deployed stack.

Scalability 121

Scalability Lambda Generative AI AWS 121

AWS Machine Learning - AI

MARCH 20, 2025

The McKinsey 2023 State of AI Report identifies data management as a major obstacle to AI adoption and scaling. Enterprises generate massive volumes of unstructured data, from legal contracts to customer interactions, yet extracting meaningful insights remains a challenge.

Data 112

Data Generative AI Artificial Inteligence Compliance 112

AWS Machine Learning - AI

NOVEMBER 6, 2024

However, as exciting as these advancements are, data scientists often face challenges when it comes to developing UIs and to prototyping and interacting with their business users. The Python application uses the Streamlit library to provide a user-friendly interface for interacting with a generative AI model.

Generative AI 118

Generative AI AWS Artificial Inteligence Applications 118

AWS Machine Learning - AI

NOVEMBER 26, 2024

The use of large language models (LLMs) and generative AI has exploded over the last year. With the release of powerful publicly available foundation models, tools for training, fine tuning and hosting your own LLM have also become democratized. top_p=0.95) # Create an LLM. 1B is running. choices[0].text'

Artificial Inteligence 99

Artificial Inteligence AWS Artificial Intelligence Generative AI 99

AWS Machine Learning - AI

APRIL 21, 2025

In this blog post, we discuss how Prompt Optimization improves the performance of large language models (LLMs) for intelligent text processing task in Yuewen Group. Evolution from Traditional NLP to LLM in Intelligent Text Processing Yuewen Group leverages AI for intelligent analysis of extensive web novel texts.

Artificial Inteligence 65

Artificial Inteligence Groups Applications Innovation 65

CIO

OCTOBER 20, 2024

The partnership is set to trial cutting-edge AI and machine learning solutions while exploring confidential compute technology for cloud deployments. Core42 equips organizations across the UAE and beyond with the infrastructure they need to take advantage of exciting technologies like AI, Machine Learning, and predictive analytics.

Organization 167

Organization Machine Learning Artificial Inteligence Infrastructure 167

AWS Machine Learning - AI

OCTOBER 16, 2024

As DPG Media grows, they need a more scalable way of capturing metadata that enhances the consumer experience on online video services and aids in understanding key content characteristics. The following were some initial challenges in automation: Language diversity – The services host both Dutch and English shows.

Media 115

Media Video Artificial Inteligence Generative AI 115

CIO

NOVEMBER 19, 2024

A modern data and artificial intelligence (AI) platform running on scalable processors can handle diverse analytics workloads and speed data retrieval, delivering deeper insights to empower strategic decision-making. They are often unable to handle large, diverse data sets from multiple sources.

Analytics 146

Analytics Cloud How To Scalability 146