CIO

MARCH 20, 2025

Generative and agentic artificial intelligence (AI) are paving the way for this evolution. Accelerating modernization As an example of this transformative potential, EXL demonstrated Code Harbor , its generative AI (genAI)-powered code migration tool. Its a driver of transformation. The EXLerate.AI

Artificial Inteligence 139

Artificial Inteligence Enterprise Insurance Artificial Intelligence 139

CIO

NOVEMBER 27, 2024

For some, it might be implementing a custom chatbot, or personalized recommendations built on advanced analytics and pushed out through a mobile app to customers. With the rise of AI and data-driven decision-making, new regulations like the EU Artificial Intelligence Act and potential federal AI legislation in the U.S.

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Artificial Inteligence Artificial Intelligence Government Compliance 199

Crunchbase News

NOVEMBER 13, 2024

Bob Ma of Copec Wind Ventures AI’s eye-popping potential has given rise to numerous enterprise generative AI startups focused on applying large language model technology to the enterprise context. First, LLM technology is readily accessible via APIs from large AI research companies such as OpenAI.

Artificial Inteligence 134

Artificial Inteligence UI/UX Off-The-Shelf Generative AI 134

CIO

APRIL 12, 2023

After walking his executive team through the data hops, flows, integrations, and processing across different ingestion software, databases, and analytical platforms, they were shocked by the complexity of their current data architecture and technology stack. Sound familiar?) It isn’t easy. A unified data ecosystem enables this in real time.

Artificial Inteligence 218

Artificial Inteligence Artificial Intelligence Machine Learning Agile 218

CIO

JANUARY 30, 2025

Augmented data management with AI/ML Artificial Intelligence and Machine Learning transform traditional data management paradigms by automating labour-intensive processes and enabling smarter decision-making. With machine learning, these processes can be refined over time and anomalies can be predicted before they arise.

Scalability 169

Scalability Government Trends Artificial Inteligence 169

O'Reilly Media - Ideas

NOVEMBER 19, 2024

Reasons for using RAG are clear: large language models (LLMs), which are effectively syntax engines, tend to “hallucinate” by inventing answers from pieces of their training data. Also, in place of expensive retraining or fine-tuning for an LLM, this approach allows for quick data updates at low cost.

Artificial Inteligence 128

Artificial Inteligence Construction Open Source Training 128

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. For example, a bank should be able to see separate views of the performance of its ATM and online banking systems.

Artificial Inteligence 88

Artificial Inteligence Artificial Intelligence Analysis Banking 88

CIO

DECEMBER 11, 2024

Digital transformation started creating a digital presence of everything we do in our lives, and artificial intelligence (AI) and machine learning (ML) advancements in the past decade dramatically altered the data landscape. The choice of vendors should align with the broader cloud or on-premises strategy.

Data 167

Data Technical Review Software Review Weak Development Team 167

John Snow Labs

FEBRUARY 12, 2025

John Snow Labs’ Medical Language Models library is an excellent choice for leveraging the power of large language models (LLM) and natural language processing (NLP) in Azure Fabric due to its seamless integration, scalability, and state-of-the-art accuracy on medical tasks.

Artificial Inteligence 52

Artificial Inteligence Azure Healthcare Software Review 52

CIO

NOVEMBER 13, 2024

One is going through the big areas where we have operational services and look at every process to be optimized using artificial intelligence and large language models. And the second is deploying what we call LLM Suite to almost every employee. “We’re doing two things,” he says. Other research support this.

Weak Development Team 212

Weak Development Team Artificial Inteligence Technical Review Generative AI 212

CIO

SEPTEMBER 12, 2024

Zoho has updated Zoho Analytics to add artificial intelligence to the product and enables customers create custom machine-learning models using its new Data Science and Machine Learning (DSML) Studio. The advances in Zoho Analytics 6.0 The advances in Zoho Analytics 6.0

Analytics 197

Analytics Artificial Inteligence Machine Learning Generative AI 197

CIO

OCTOBER 25, 2024

AI can, for example, write snippets of new code or translate old COBOL to modern programming languages such as Java. “AI Many institutions are willing to resort to artificial intelligence to help improve outdated systems, particularly mainframes,” he says. “AI AI can be assistive technology,” Dyer says. “I

Survey 200

Survey Artificial Inteligence Artificial Intelligence Hardware 200

AWS Machine Learning - AI

NOVEMBER 20, 2024

The effectiveness of RAG heavily depends on the quality of context provided to the large language model (LLM), which is typically retrieved from vector stores based on user queries. The relevance of this context directly impacts the model’s ability to generate accurate and contextually appropriate responses.

Artificial Inteligence 105

Artificial Inteligence Applications Knowledge Base Generative AI 105

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. Take a look at the Agent Garden for some examples! offers a scikit-learn-like API for ML. BigFrames 2.0

Google Cloud 130

Google Cloud Artificial Inteligence Cloud Video 130

Netflix Tech

DECEMBER 17, 2024

This article is the first in a multi-part series sharing a breadth of Analytics Engineering work at Netflix, recently presented as part of our annual internal Analytics Engineering conference. Subsequent posts will detail examples of exciting analytic engineering domain applications and aspects of the technical craft.

Analytics 84

Analytics Engineering Survey Metrics 84

AWS Machine Learning - AI

NOVEMBER 1, 2024

Fine-tuning is a powerful approach in natural language processing (NLP) and generative AI , allowing businesses to tailor pre-trained large language models (LLMs) for specific tasks. This process involves updating the model’s weights to improve its performance on targeted applications.

Artificial Inteligence 86

Artificial Inteligence Generative AI Training Metrics 86

CIO

DECEMBER 19, 2024

So far, no agreement exists on how pricing models will ultimately shake out, but CIOs need to be aware that certain pricing models will be better suited to their specific use cases. In comparison, current large language model pricing is a form of outcome-based pricing, with users paying for tokens processed or generated, he notes.

Budget 193

Budget Artificial Inteligence Fractional CTO Generative AI 193

TechCrunch

FEBRUARY 11, 2022

Artificial intelligence has infiltrated a number of industries, and the restaurant industry was one of the latest to embrace this technology, driven in main part by the global pandemic and the need to shift to online orders. How to choose and deploy industry-specific AI models. That need continues to grow. billion by 2025.

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Artificial Inteligence Artificial Intelligence Machine Learning Analytics 311

N2Growth Blog

NOVEMBER 5, 2024

For instance, Coca-Cola’s digital transformation initiatives have leveraged artificial intelligence and the Internet of Things to enhance consumer experiences and drive internal innovation. For example, DBS Bank undertook a comprehensive digital transformation to reach a new generation of tech-savvy customers.

Culture 161

Culture Artificial Inteligence Artificial Intelligence Strategic Planning 161

AWS Machine Learning - AI

APRIL 1, 2025

AI agents extend large language models (LLMs) by interacting with external systems, executing complex workflows, and maintaining contextual awareness across operations. cd examples/mcp/cost_explorer_agent Create a.env file in cost_explorer_agent directory using example. This example uses Anthropics Claude 3.5

Generative AI 130

Generative AI AWS Artificial Inteligence Software Review 130

Openxcell

JANUARY 20, 2025

Have you ever imagined how artificial intelligence has changed our lives and the way businesses function? The rise of AI models, such as the foundation model and LLM, which offer massive automation and creativity, has made this possible. What are Foundation Models? What are LLMs? So, lets dive in!

Artificial Inteligence 52

Artificial Inteligence Generative AI Training Architecture 52

AWS Machine Learning - AI

MARCH 18, 2025

This is where the integration of cutting-edge technologies, such as audio-to-text translation and large language models (LLMs), holds the potential to revolutionize the way patients receive, process, and act on vital medical information. These insights can include: Potential adverse event detection and reporting.

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Artificial Inteligence Technical Review Healthcare Systems Review 98

AWS Machine Learning - AI

NOVEMBER 12, 2024

In this blog post, we demonstrate prompt engineering techniques to generate accurate and relevant analysis of tabular data using industry-specific language. This is done by providing large language models (LLMs) in-context sample data with features and labels in the prompt.

Generative AI 93

Generative AI Artificial Inteligence Industry Analysis 93

CIO

DECEMBER 10, 2024

For example, developers using GitHub Copilots code-generating capabilities have experienced a 26% increase in completed tasks , according to a report combining the results from studies by Microsoft, Accenture, and a large manufacturing company. Below are five examples of where to start. times higher revenue growth and 2.4

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Weak Development Team Metrics Software Review Technical Review 215

CIO

JUNE 12, 2024

To help alleviate the complexity and extract insights, the foundation, using different AI models, is building an analytics layer on top of this database, having partnered with DataBricks and DataRobot. Some of the models are traditional machine learning (ML), and some, LaRovere says, are gen AI, including the new multi-modal advances.

Artificial Inteligence 211

Artificial Inteligence Data Training ChatGPT 211

CIO

OCTOBER 10, 2024

Technologies such as artificial intelligence (AI), generative AI (genAI) and blockchain are revolutionizing operations. Training large AI models, for example, can consume vast computing power, leading to significant energy consumption and carbon emissions.

Sustainability 187

Sustainability Innovation Blockchain Energy 187

CIO

NOVEMBER 21, 2024

For instance, an e-commerce platform leveraging artificial intelligence and data analytics to tailor customer recommendations enhances user experience and revenue generation. Similarly, Voice AI in call centers, integrated with back-office systems, improves customer support through real-time solutions.

Strategy 183

Strategy Technical Advisors Agile Culture 183

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. The solution notes the logged actions per individual and provides suggested actions for the uploader.

Generative AI 101

Generative AI Video Engineering Artificial Inteligence 101

CIO

FEBRUARY 15, 2024

At the time, the team was focusing on traditional AI, using machine learning capabilities to build a recommendation engine that could help end users perform TPO on the fly. “In However, at the same time, SAP was working on a new feature for the SAP Analytics Cloud: Just Ask, which applies gen AI to search-driven analytics.

Artificial Inteligence 208

Artificial Inteligence Machine Learning B2C Retail 208

CIO

APRIL 25, 2024

Greater ease of use High-level users can leverage Copilot Builder in Einstein 1 Studio to build their own actions, but the beauty of the preprogrammed actions, Parulekar said, is that users can leverage them without having to train or fine-tune a large language model (LLM). Artificial Intelligence, Salesforce.com

Artificial Inteligence 183

Artificial Inteligence Analytics Artificial Intelligence Mobile 183

CIO

AUGUST 21, 2024

In this piece, we’ll look at five examples of benefits modern ECM systems can bring to companies across several vertical industries. Separate large packets of document While optical character recognition (OCR) has long been used to help “read” documents such as PDFs, the advent of AI capabilities makes it far more effective and accurate.

Artificial Inteligence 174

Artificial Inteligence Insurance Machine Learning Healthcare 174

CIO

JANUARY 9, 2025

This includes developing a data-driven culture where data and analytics are integrated into all functions and all employees understand the value of data, how to use it, and how to protect it. With data central to every aspect of business, the chief data officer has become a highly strategic executive.

Data 135

Data Artificial Inteligence Artificial Intelligence Analytics 135

CIO

MAY 20, 2024

From AI and data analytics, to customer and employee experience, here’s a look at strategic areas and initiatives IT leaders expect to spend more time on this year, according to the State of the CIO. IT projects also include deployment of AI-powered security solutions and other technologies that support a zero-trust security model.

Artificial Inteligence 213

Artificial Inteligence Technical Review Security Survey 213

CIO

MARCH 26, 2025

New technology became available that allowed organizations to start changing their data infrastructures and practices to accommodate growing needs for large structured and unstructured data sets to power analytics and machine learning.

CTO 193

CTO Data Infrastructure Artificial Inteligence 193

AWS Machine Learning - AI

MARCH 13, 2025

DeepSeek-R1 , developed by AI startup DeepSeek AI , is an advanced large language model (LLM) distinguished by its innovative, multi-stage training process. Instead of relying solely on traditional pre-training and fine-tuning, DeepSeek-R1 integrates reinforcement learning to achieve more refined outputs.

Artificial Inteligence 83

Artificial Inteligence AWS Machine Learning Load Balancer 83

CIO

FEBRUARY 19, 2025

The early part of 2024 was disappointing when it comes to ROI, says Traci Gusher, data and analytics leader at EY Americas. Registered investment advisors, for example, have to jump over a few hurdles when deploying new technologies. For example, a faculty member might want to teach a new section of a course.

Google Cloud 206

Google Cloud Survey CTO Coach Software Development 206