CIO Business Intelligence

DECEMBER 14, 2023

Manufacturers are attaining significant advancements in productivity, quality, and effectiveness with early use cases of AI and GenAI. AI can help with all of these challenges via manufacturing-specific use cases that benefit manufacturers, their employees, and their customers. Here’s how. Consider quality control.

Manufacturing 131

Manufacturing Cost-Benefit Unstructured Data Optimization 131

DataKitchen

MARCH 5, 2024

Why Not Hearing About Data Errors Should Worry Your Data Team In the chaotic lives of data & analytics teams, a day without hearing of any data-related errors is a blessing. This creates an imbalance in workload and resource allocation and prevents a holistic view of data system health and efficiency.

Data Quality 150

Data Quality Measurement Testing Data-driven 150

CIO Business Intelligence

APRIL 25, 2024

Few companies operate at the scale that LinkedIn does or have access to similar troves of data. CIOs in every vertical can take a tip or two from the lessons LinkedIn learned along the way. LinkedIn declined to comment on how many Premium members it has.) But speed can be defined in multiple ways.

IT 135

IT Experimentation Cost-Benefit Metrics 135

CIO Business Intelligence

APRIL 24, 2024

The multinational IT services giant aims to leverage the tools internally to streamline workflows, improve efficiency, and enhance customer experiences. It means they can now leverage AI technology to enhance operational efficiency, reduce manual work, and innovate at scale,” he said.

Enterprise 116

Enterprise Digital Transformation Consulting Risk 116

datapine

MAY 2, 2023

Table of Contents 1) Benefits Of Big Data In Logistics 2) 10 Big Data In Logistics Use Cases Big data is revolutionizing many fields of business, and logistics analytics is no exception. The complex and ever-evolving nature of logistics makes it an essential use case for big data applications. Did you know?

Big Data 275

Big Data Cost-Benefit Internet of Things Optimization 275

CIO Business Intelligence

JANUARY 24, 2024

Organizations can’t afford to mess up their data strategies, because too much is at stake in the digital economy. How enterprises gather, store, cleanse, access, and secure their data can be a major factor in their ability to meet corporate goals. Here are some data strategy mistakes IT leaders would be wise to avoid.

Data Strategy 134

Data Strategy Strategy Unstructured Data Data Governance 134

CIO Business Intelligence

FEBRUARY 8, 2024

AI is like the discovery of fire—it’s a great tool if you know how to use it, but if you don’t use it responsibly (or use a model built responsibly), it will burn you. AIs are more than the base knowledge or underlying “data” layer of the LLM or its “experience” layer.

Cost-Benefit 110

Cost-Benefit Experimentation Interactive Risk 110

CIO Business Intelligence

MARCH 12, 2024

Still, gen AI for software development is in the nascent stages, so technology leaders and software teams can expect to encounter bumps in the road. But early returns indicate the technology can provide benefits for the process of creating and enhancing applications, with caveats.

Software 129

Software Experimentation Testing Cost-Benefit 129

Smarten

APRIL 25, 2024

How Can I Ensure Data Quality and Gain Data Insight Using Augmented Analytics? There are many business issues surrounding the use of data to make decisions. One such issue is the inability of an organization to gather and analyze data.

Data Quality 62

Data Quality Analytics Machine Learning Visualization 62

IBM Big Data Hub

FEBRUARY 13, 2024

Remember how cool it felt when you first held a smartphone in your hand? For example, organizations can use generative AI to: Quickly turn mountains of unstructured text into specific and usable document summaries, paving the way for more informed decision-making. Automate tedious, repetitive tasks.

Enterprise 122

Enterprise Modeling Testing Data-driven 122

Smart Data Collective

MAY 26, 2022

Big data has led to some very important changes in our lives. However, few people realize that data technology is helping solve environmental issues. At the same time, scientists discovered that poor air quality might raise coronavirus susceptibility. Big data technology has helped us make these findings.

Technology 129

Technology ROI Cost-Benefit Measurement 129

IBM Big Data Hub

FEBRUARY 16, 2024

A large, multinational automobile manufacturer responsible for producing millions of vehicles annually, engaged with IBM to streamline their manufacturing processes with seamless, automated inspections driven by real-time data and artificial intelligence (AI).

Manufacturing 99

Manufacturing Visualization Data-driven Measurement 99

CIO Business Intelligence

NOVEMBER 13, 2023

By cross-training operations and engineering, development teams can move faster through better collaboration, making continuous integration and continuous delivery (CI/CD) a reality for organizations. Companies that can align DevOps with their change management process see the greatest gains in getting products to market.

Management 127

Management Key Performance Indicator Testing Digital Transformation 127

AWS Big Data

APRIL 3, 2024

Today, we are pleased to announce that Amazon DataZone is now able to present data quality information for data assets. Other organizations monitor the quality of their data through third-party solutions. Additionally, Amazon DataZone now offers APIs for importing data quality scores from external systems.

Data Quality 85

Data Quality Visualization Metadata Metrics 85

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. Researchers from Stanford and MIT collaborated on a study, released last April, based on data from over 5,000 customer support agents. for every $1 spent.

IT 125

IT Consulting Testing Cost-Benefit 125

AWS Big Data

MARCH 12, 2024

In recent years, data lakes have become a mainstream architecture, and data quality validation is a critical factor to improve the reusability and consistency of the data. In this post, we provide benchmark results of running increasingly complex data quality rulesets over a predefined test dataset.

Data Quality 85

Data Quality Measurement Testing Visualization 85

AWS Big Data

FEBRUARY 29, 2024

Data is your generative AI differentiator, and a successful generative AI implementation depends on a robust data strategy incorporating a comprehensive data governance approach. Data governance is a critical building block across all these approaches, and we see two emerging areas of focus.

Data Governance 91

Data Governance Unstructured Data Metadata Data Lake 91

IBM Big Data Hub

APRIL 9, 2024

Through a partnership spanning more than 25 years, IBM has helped the Augusta National Golf Club capture, analyze, distribute and use data to bring fans closer to the action, culminating in the AI-powered Masters digital experience and mobile app. Lastly, watsonx.data pulls from live feeds.

Management 84

Management IT Machine Learning Metrics 84

CIO Business Intelligence

MARCH 18, 2024

Exposure to new technologies such as trackers, robots, and AI software in the workplace work is linked with lower quality of life for workers, a UK study has found. Fewer than 25% of those surveyed frequently used these emerging technologies, with 20.2% using wearables, 20.8% AI software, and 23.7%

Technology 86

Technology Uncertainty Machine Learning Interactive 86

CIO Business Intelligence

DECEMBER 19, 2023

That’s unfortunate given how much of smooth business operations depends on the efficient delivery of IT services today. IT service delivery enables an organization to give end users access to essential IT services by designing, developing, and deploying key technology resources, including applications and data.

IT 139

IT Testing Metrics Optimization 139

CIO Business Intelligence

APRIL 4, 2024

The cost of implementing and running AI models can be quite high, so you have to be really careful in assessing the business worthiness of AI use cases,” he says. On-time delivery has improved substantially,” she says. Generative AI can read and extract the required information and summarize it for humans.”

Enterprise 129

Enterprise Cost-Benefit Forecasting Strategy 129

Smart Data Collective

JUNE 22, 2023

One such field is data labeling, where AI tools have emerged as indispensable assets. This process is important if you want to improve data quality especially for artificial intelligence purposes. This article will discuss the influence of artificial intelligence and machine learning in data labeling.

Machine Learning 92

Machine Learning Deep Learning Data Quality Modeling 92

Smart Data Collective

DECEMBER 21, 2022

Big data technology has helped businesses make more informed decisions. A growing number of companies are developing sophisticated business intelligence models, which wouldn’t be possible without intricate data storage infrastructures. One of the biggest issues pertains to data quality.

Business Analytics 112

Business Analytics Analytics Data Quality Big Data 112

IBM Big Data Hub

MARCH 15, 2024

As a healthcare company, this client had an obligation to provide safe, reliable, time-sensitive, high-quality services to its customers. Managing large internal and vendor teams to maintain multiple applications can be extremely difficult. This allowed them to deliver higher-quality health outcomes to their customers.

Consulting 97

Consulting Cost-Benefit Risk Measurement 97

CIO Business Intelligence

JUNE 9, 2023

It’s a time-tested truth: Getting a head start improves outcomes. And marathoners know that how they run their first few miles often determines how they finish. Such is the case with a data management strategy. Let’s look at how we can resolve this—while there is still time to do so.

Strategy 108

Strategy Management Key Performance Indicator ROI 108

Ontotext

FEBRUARY 14, 2024

In the same way, it’s good to know what you need to have in place to feel all the benefits knowledge graphs can bring. Data integration If your organization’s idea of data integration is printing out multiple reports and manually cross-referencing them, you might not be ready for a knowledge graph.

Recreation/Entertainment 105

Recreation/Entertainment Data Integration Modeling Data Quality 105

Jen Stirrup

FEBRUARY 23, 2024

To achieve AI ambitions, organizations need data and a cyber-resilient data platform to support them, and this will mean a growing need for data observability. As organizations become increasingly data-driven toward achieving AI ambitions, they recognize the need to ensure data accuracy, reliability, and quality.

Data-driven 73

Data-driven Data Governance Data Quality Cost-Benefit 73

CIO Business Intelligence

APRIL 2, 2024

Over the past decade, CIOs have invested significantly in digital transformation initiatives in an effort to improve customer experiences, build data analytics capabilities, and deliver productivity enhancements with automation. This dip delays when the business can start realizing the value delivered.

Management 118

Management Digital Transformation Testing Experimentation 118

CIO Business Intelligence

DECEMBER 4, 2023

How do you improve efficiency without compromising quality? From grapes to wine—a journey of uncertainty Wineries must consider many factors to achieve maximum efficiency, yield, and quality. These factors can influence the quality and quantity of a grape crop. First, there’s the life of the grapes.

Uncertainty 74

Uncertainty Digital Transformation Optimization Machine Learning 74

CIO Business Intelligence

DECEMBER 19, 2023

After all, every department is pressured to drive efficiencies and is clamoring for automation, data capabilities, and improvements in employee experiences, some of which could be addressed with generative AI. As every CIO can attest, the aggregate demand for IT and data capabilities is straining their IT leadership teams.

Digital Transformation 140

Digital Transformation Unstructured Data Machine Learning Risk Management 140

CIO Business Intelligence

JANUARY 22, 2024

While the average person might be awed by how AI can create new images or re-imagine voices, healthcare is focused on how large language models can be used in their organizations. For healthcare organizations, what’s below is data—vast amounts of data that LLMs will have to be trained on.

Unstructured Data 85

Unstructured Data Digital Transformation Data Strategy Modeling 85

Smart Data Collective

APRIL 21, 2022

We have pointed out in the past that big data offers a number of benefits for online commerce. One of the most important benefits of data analytics pertains to optimizing websites for a good user experience. Data analytics can help with the UX process. One study found that the ROI of UX strategies is 9,900%.

Data Analytics 118

Data Analytics Analytics Big Data Machine Learning 118

Smart Data Collective

AUGUST 11, 2022

Artificial Intelligence (AI) has significantly altered how work is done. Research conducted by the Harvard Business Review found that the interaction between machines and humans significantly improves firms’ performance. How Humans Collaborate with Machines. How Artificial Intelligence is Impacting Data Quality.

Data Quality 129

Data Quality Machine Learning Digital Transformation Big Data 129

CIO Business Intelligence

MARCH 6, 2024

IT industry researchers believe the biggest impact of gen AI this year will be in customer experience (CX), with organizations using vast amounts of data to communicate with consumers and resolve problems faster. The technology speeds up the whole process,” he says. “An

Interactive 129

Interactive Technology Strategy Consulting 129

CIO Business Intelligence

JULY 31, 2023

Amid all the conversations about how AI is revolutionizing work—making everyday tasks more efficient and repeatable and multiplying the efforts of individuals—it’s easy to get a bit carried away: What can’t AI do? Research from MIT has shown that integrating a knowledge base into a LLM tends to improve the output and reduce hallucinations.

Management 79

Management Interactive Reporting Modeling 79

Timo Elliott

JANUARY 3, 2022

Back in the 1960s, a pair of radio astronomers were busily collecting data on distant galaxies. But what set these astronomers apart – and eventually earned them a Nobel Prize – was what they eventually found in the data. Opportunities for key insights are often buried in a vast universe of dormant information known as “dark data.”.

IT 143

IT Unstructured Data Data Quality Machine Learning 143

Smart Data Collective

AUGUST 22, 2021

Data analytics has been very important for the FDA. They have used big data in many of their regulatory approaches. Big data has been instrumental in the software development process. The FDA has used data analytics technology to streamline their process and drastically reduce the risk of missing anything pertinent.

Data-driven 131

Data-driven Software Manufacturing Big Data 131