DataKitchen

FEBRUARY 27, 2024

Your LLM Needs a Data Journey: A Comprehensive Guide for Data Engineers The rise of Large Language Models (LLMs) such as GPT-4 marks a transformative era in artificial intelligence, heralding new possibilities and challenges in equal measure. Embedding: The retrieved data is encoded into embeddings that the LLM can interpret.

Data Quality 120

Data Quality Unstructured Data Testing Modeling 120

IBM Big Data Hub

NOVEMBER 7, 2023

For business leaders exploring ways to apply generative AI within their companies, it can be difficult to discern where to start, what will scale easily and what will deliver the greatest ROI. Now, apply generative AI to the already impactful automation technology. But the answer may be much simpler than it seems: automation.

Digital Transformation 93

Digital Transformation ROI Cost-Benefit Reporting 93

CIO Business Intelligence

JANUARY 31, 2024

CIOs and their IT teams — including operations/DevOps, site reliability engineering, and platform engineering — are charged with building and managing IT services that can provide near 100% uptime. Thankfully, generative artificial intelligence (genAI) holds a lot of promise for increasing the efficiency of IT teams.

IT 126

IT Data Processing Reporting Enterprise 126

CIO Business Intelligence

DECEMBER 12, 2023

Anthony Battle is leaning heavily on AI and IA — artificial intelligence and intelligent automation — to deliver digital transformation at luxury auto maker Jaguar Land Rover. That’s as true for the engineering teams electrifying the cars as it is for those that Battle oversees who are transforming the company’s IT systems.

Digital Transformation 128

Digital Transformation Manufacturing Consulting Software 128

CIO Business Intelligence

JANUARY 16, 2024

In the rush to establish technical strategies for making good on the promise of generative AI, many CIOs find themselves running headlong into what may be their most challenging task yet: preparing their organization’s end-users — from knowledge workers and assembly line laborers to doctors, accountants, and lawyers — to co-exist with generative AI.

Cost-Benefit 130

Cost-Benefit Enterprise Unstructured Data Technology 130

CIO Business Intelligence

MAY 1, 2024

As the Charlotte, North Carolina-based company planned its fiber build plan across its footprint, the company’s IT specialists realized that, with artificial intelligence (AI) emerging as the consummate transformative technology, Brightspeed needed to embrace adoption or fall behind. However, the transition would be challenging.

Digital Transformation 52

Digital Transformation Enterprise Data-driven Software 52

CIO Business Intelligence

MAY 1, 2024

As the Charlotte, North Carolina-based company planned its fiber build plan across its footprint, the company’s IT specialists realized that, with artificial intelligence (AI) emerging as the consummate transformative technology, Brightspeed needed to embrace adoption or fall behind. However, the transition would be challenging.

Digital Transformation 52

Digital Transformation Enterprise Data-driven Software 52

IBM Big Data Hub

MARCH 4, 2024

We have all been witnessing the transformative power of generative artificial intelligence (AI), with the promise to reshape all aspects of human society and commerce while companies simultaneously grapple with acute business imperatives. We refer to this transformation as becoming an AI+ enterprise.

Enterprise 107

Enterprise ROI Risk Strategy 107

CIO Business Intelligence

OCTOBER 30, 2023

Artificial intelligence (AI) is reshaping our world. CIOs are responsible for much more than IT infrastructure; they must drive the adoption of innovative technology and partner closely with their data scientists and engineers to make AI a reality–all while keeping costs down and being cyber-resilient.

Unstructured Data 143

Unstructured Data Optimization Data-driven Strategy 143

CIO Business Intelligence

JANUARY 17, 2024

The best weapon to make decisions in a dynamic world is accurate and relevant information so organizations can carry out strategic plans in the most reliable way. And last year, with AI-powered Insights Delivery, it completed a phase of its journey using artificial intelligence to transform the way it works and delivers insights to clients.

Digital Transformation 119

Digital Transformation Dashboards Reporting Data Science 119

CIO Business Intelligence

APRIL 29, 2024

Fight AI fraud with AI tools What was once hypothetical, has now become very real, further raising the bar for CISOs and CIOs in their daily battle with fraud. To counter AI-generated threats, CIOs and CISOs must deploy AI-based defensive measures. No AI-based deepfake technology was used in these attacks.

Finance 78

Finance Recreation/Entertainment Measurement Risk 78

CIO Business Intelligence

NOVEMBER 9, 2023

As countless organizations race to investigate or adopt artificial intelligence technologies, many are building out an AI skilled workforce. That includes the decision to appoint or hire a chief artificial intelligence officer (CAIO). What is a chief AI officer?

IT 131

IT Strategy Reporting Visualization 131

CIO Business Intelligence

SEPTEMBER 6, 2023

Generative AI has forced organizations to rethink how they work and what can and should be adjusted. Specifically, organizations are contemplating Generative AI’s impact on software development. While the potential of Generative AI in software development is exciting, there are still risks and guardrails that need to be considered.

Software 119

Software Experimentation Risk Data Lake 119

CIO Business Intelligence

APRIL 9, 2024

Now, thanks to the cooperative’s tight partnership with Microsoft systems integrator Stoneridge Software, as well as Melby’s extensive technology experience, Dairyland — which was formed during the New Deal in the 1930s — has been able to experiment with and put into production some of the earliest Microsoft Azure-based LLMs, Melby says.

Digital Transformation 105

Digital Transformation Machine Learning Data Lake Software 105

O'Reilly on Data

MARCH 19, 2020

We use it as a data source for our annual platform analysis , and we’re using it as the basis for this report, where we take a close look at the most-used and most-searched topics in machine learning (ML) and artificial intelligence (AI) on O’Reilly [1]. Growth in ML and AI is unabated. Unsupervised learning is growing.

Deep Learning 276

Deep Learning Machine Learning Data-driven Modeling 276

CIO Business Intelligence

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.

Machine Learning 145

Machine Learning Cost-Benefit Data-driven Strategy 145

CIO Business Intelligence

OCTOBER 5, 2023

Foundry’s CIO Tech Priorities 2023 found that IT leaders are investing in technologies that provide greater efficiencies, better security, and improved end-user experience, with most actively researching or piloting projects around artificial intelligence (AI) and machine learning, data analytics, automation, and IT/OT intelligence.

Technology 126

Technology Digital Transformation Data-driven Modeling 126

CIO Business Intelligence

OCTOBER 4, 2023

If there’s a company that can boast being 100% digital native, it’s PayPal, the platform that allows companies and consumers to send and receive digital payments in a secure, comfortable and profitable way. One strategy, five keys From a technological point of view, the brand’s strategic engine is divided into five investment areas.

Digital Transformation 132

Digital Transformation Deep Learning Data Lake Risk 132

CIO Business Intelligence

OCTOBER 10, 2023

For Mugunth Vaithylingam, CIO at the College of Southern Nevada, sitting next to AI Foundation COO Russ Logan on a flight from New York to Las Vegas last October provided just that: a chance meeting that led to a whole new way for the college to engage with and personalize the experience for its students at a time of heightened need.

Deep Learning 122

Deep Learning Visualization Interactive Modeling 122

CIO Business Intelligence

MARCH 13, 2024

Even though generative AI is a relatively new technology, it’s now difficult to imagine a world without it, given the impact it’s making, and the business value it can create. EY is one example of a company widely deploying gen AI. for every $1 spent. for every $1 spent. We did side-by-side testing,” he says.

IT 128

IT Consulting Testing Cost-Benefit 128

CIO Business Intelligence

FEBRUARY 14, 2023

Investments in artificial intelligence are helping businesses to reduce costs, better serve customers, and gain competitive advantage in rapidly evolving markets. Here, I’ll focus on why these three elements and capabilities are fundamental building blocks of a data ecosystem that can support real-time AI.

Data Strategy 116

Data Strategy Strategy Machine Learning Data-driven 116

CIO Business Intelligence

SEPTEMBER 19, 2023

Organizations all around the globe are implementing AI in a variety of ways to streamline processes, optimize costs, prevent human error, assist customers, manage IT systems, and alleviate repetitive tasks, among other uses. And with the rise of generative AI, artificial intelligence use cases in the enterprise will only expand.

Enterprise 141

Enterprise Cost-Benefit Optimization Deep Learning 141

CIO Business Intelligence

MAY 2, 2023

ERP software provider SAP on Tuesday said it is partnering with IBM to infuse the latter’s Watson artificial intelligence (AI) engine across its entire solutions portfolio, including SAP S/4 HANA, S/4 HANA Cloud, SAP Business One, and SAP Business ByDesign. Like IBM, SAP certainly has invested heavily in its own AI research.

IT 116

IT Manufacturing Marketing Consulting 116

CIO Business Intelligence

JANUARY 31, 2024

Regulators, investors, customers, and even employees are pushing companies to minimize the climate impact of their AI initiatives. But AI users must also get over the urge to use the biggest, baddest AI models to solve every problem if they truly want to fight climate change. Our theory is no. “Our theory is no.

Cost-Benefit 135

Cost-Benefit Modeling Testing IoT 135

CIO Business Intelligence

DECEMBER 8, 2023

Ballard is also the technology executive responsible for both the company’s battery electric vehicle (BEV) platform as it shifts to electrification, and its digital platform engineering and architecture organization, and he counts on conversational AI and generative AI as major components to transform HR and IT service requests.

IT 124

IT Technology Enterprise Manufacturing 124

CIO Business Intelligence

OCTOBER 1, 2022

In summer 2022, P&G sealed a multiyear partnership with Microsoft to transform P&G’s digital manufacturing platform. In summer 2022, P&G sealed a multiyear partnership with Microsoft to transform P&G’s digital manufacturing platform. Smart manufacturing at scale.

Manufacturing 145

Manufacturing Digital Transformation IoT Internet of Things 145

CIO Business Intelligence

OCTOBER 18, 2023

OpenAI’s November 2022 announcement of ChatGPT and its subsequent $10 billion in funding from Microsoft were the “shots heard ’round the world” when it comes to the promise of generative AI. A recent survey of nearly 1,000 IT decision-makers conducted by Foundry underscores this.

Risk 141

Risk Manufacturing Enterprise Technology 141

Cloudera

MARCH 5, 2024

Artificial Intelligence (AI) is primed to reshape the way just about every business operates. are in the early stages of exploring the potential for AI implementation. But even with its rise, AI is still a struggle for some enterprises. And that’s where the rub is.

Snapshot 86

Snapshot Data Lake Enterprise Data Governance 86

CIO Business Intelligence

JUNE 23, 2023

Businesses that adopt a low-code/no-code-enabled platform find they’re freed from heavily depending on dedicated IT when non-technical users can more easily pursue application development. A low-code/no-code platform gives enterprises the support they need to seamlessly adopt generative AI and quickly see business benefits.

Digital Transformation 105

Digital Transformation Metrics Technology Enterprise 105

CIO Business Intelligence

APRIL 21, 2022

Embrace a customer data platform. A customer data platform (CDP) is a software system that pulls together data from a wide array of sources — such as websites, ecommerce and ad platforms, social media applications, retail software, and more — to create a centralized customer database, as well as detailed profiles of each customer.

Sales 145

Sales Marketing Dashboards Advertising 145

CIO Business Intelligence

JUNE 7, 2022

More companies in every industry are adopting artificial intelligence to transform business processes. But the success of their AI initiatives depends on more than just data and technology — it’s also about having the right people on board. Data scientists are the core of any AI team. ML engineer. Data scientist.

Machine Learning 145

Machine Learning Data Science Consulting Metrics 145

CIO Business Intelligence

FEBRUARY 5, 2024

Mohamed Salah Abdel Hamid Abdel Razek, Senior Executive Vice President and Group Head of Tech, Transformation & Information, Mashreq explains how the bank is integrating advanced technologies and expanding its digital footprint. Our platforms like Neo and NeoBiz are designed to be quick to respond to what the market needs.

IT 119

IT Digital Transformation Cost-Benefit Technology 119

CIO Business Intelligence

MAY 12, 2022

Predictive analytics tools blend artificial intelligence and business reporting. Predictive analytics tools blend artificial intelligence and business reporting. It helps to understand coding and to think like a programmer, but the tools do make it possible to generate sophisticated predictions with just a few mouse clicks.

Predictive Analytics 137

Predictive Analytics Analytics Statistics Machine Learning 137

IBM Big Data Hub

FEBRUARY 13, 2024

Generative AI ( artificial intelligence ) promises a similar leap in productivity and the emergence of new modes of working and creating. Generative AI represents a significant advancement in deep learning and AI development, with some suggesting it’s a move towards developing “ strong AI.”

Enterprise 125

Enterprise Modeling Testing Data-driven 125

CIO Business Intelligence

NOVEMBER 14, 2022

A DSS supports the management, operations, and planning levels of an organization in making better decisions by assessing the significance of uncertainties and the tradeoffs involved in making one decision over another. Decision support systems vs. business intelligence DSS and business intelligence (BI) are often conflated.

Data mining 144

Data mining Data-driven Statistics OLAP 144

CIO Business Intelligence

FEBRUARY 7, 2024

Carter Busse, CIO of no-code enabled automation platform company Workato, adds that APIs are now important connective tissue to integrate and interact with large language models (LLMs) within business processes. “If And as reliance on generative AI rises, the number of APIs in use is anticipated to increase accordingly.

Business Objectives 124

Business Objectives Cost-Benefit Strategy Data-driven 124

CIO Business Intelligence

MARCH 27, 2023

The hype surrounding AI-based voice and chatbots is evident, but do they deliver? Customers may be open to the idea, but only 30% believe that chatbots and virtual assistants make it easier to address their service issues. How can you implement AI bots in your company, and what will they be able to do for you?

Interactive 116

Interactive Cost-Benefit Insurance Predictive Analytics 116