TDAN

MARCH 15, 2022

1 In this article, I will apply it to the topic of data quality. I will do so by comparing two butterflies, each that represent a common use of data quality: firstly and most commonly in situ for existing systems, and secondly for use […]. We know the phrase, “Beauty is in the eye of the beholder.”1

Data Quality 98

Data Quality IT Data Governance Data Strategy 98

datapine

APRIL 16, 2019

The term ‘big data’ alone has become something of a buzzword in recent times – and for good reason. By implementing the right reporting tools and understanding how to analyze as well as to measure your data accurately, you will be able to make the kind of data driven decisions that will drive your business forward.

Data-driven 287

Data-driven Dashboards Visualization Cost-Benefit 287

CIO Business Intelligence

AUGUST 2, 2022

Reyes accomplishments and success in the IT industry was acknowledged last year in an award-winning CIO.com article profiling Hispanic technology executives who have broken through barriers to rise to the top of the IT industry, paving a path for others to follow. The second is the data quality in our legacy systems. That’s one.

Data Quality 97

Data Quality Digital Transformation Machine Learning Predictive Analytics 97

CIO Business Intelligence

FEBRUARY 21, 2025

At the end of 2023, Chicago-based Article Student Living was acquired by a global real estate investment company, which allowed the business to expand, and enabled it to make key investments in the high-demand student housing market. Articles technology strategy of creating integrated, scalable systems has been key to success.

Data-driven 116

Data-driven Measurement Reporting Technology 116

CIO Business Intelligence

NOVEMBER 13, 2024

Or instead of writing one article for the company knowledge base on a topic that matters most to them, they might submit a dozen articles, on less worthwhile topics. Employees who need to submit reports to their managers might be able to get those reports done faster, and increase the number and length of those reports.

IT 141

IT Consulting ROI Cost-Benefit 141

datapine

MAY 31, 2022

It provides better data storage, data security, flexibility, improved organizational visibility, smoother processes, extra data intelligence, increased collaboration between employees, and changes the workflow of small businesses and large enterprises to help them make better decisions while decreasing costs.

Risk 237

Risk Cost-Benefit Business Intelligence Data-driven 237

CIO Business Intelligence

DECEMBER 11, 2024

To succeed in todays landscape, every company small, mid-sized or large must embrace a data-centric mindset. This article proposes a methodology for organizations to implement a modern data management function that can be tailored to meet their unique needs. Implementing ML capabilities can help find the right thresholds.

Management 111

Management Data Governance Data Science Reporting 111

TDAN

APRIL 5, 2022

Regardless of how accurate a data system is, it yields poor results if the quality of data is bad. As part of their data strategy, a number of companies have begun to deploy machine learning solutions. In a recent study, AI and machine learning were named as the top data priorities for 2021, by 61% […].

Machine Learning 98

Machine Learning Data Quality Data Strategy Strategy 98

CIO Business Intelligence

FEBRUARY 6, 2025

This article reflects some of what Ive learned. They promise to revolutionize how we interact with data, generating human-quality text, understanding natural language and transforming data in ways we never thought possible. This article was made possible by our partnership with the IASA Chief Architect Forum.

Unstructured Data 115

Unstructured Data Manufacturing Data Governance Sales 115

Howard Dresner

JANUARY 20, 2014

I don’t like making predictions, so rest assured this is not another of a myriad of predictions articles that hit the media annually. Instead, let’s kick start the year with some definite plans and aspirations of companies in the business intelligence sphere. Will it have legs in 2014, I asked? Definitely, they responded.

Business Intelligence 56

Business Intelligence Software Predictive Analytics Data Processing 56

datapine

FEBRUARY 17, 2023

That said, data and analytics are only valuable if you know how to use them to your advantage. Poor-quality data or the mishandling of data can leave businesses at risk of monumental failure. In fact, poor data quality management currently costs businesses a combined total of $9.7

Analytics 191

Analytics Cost-Benefit Dashboards Business Intelligence 191

Howard Dresner

JANUARY 4, 2015

I kicked off a recent discussion with this question to the group: “What are the top five worst practices in business intelligence?” I certainly don’t want to minimize the great successes organizations are having with business intelligence. It took only a few minutes for them to toss out a lot more than five.

Business Intelligence 45

Business Intelligence Recreation/Entertainment Sales Data Quality 45

Smart Data Collective

JULY 9, 2023

ETL (Extract, Transform, Load) is a crucial process in the world of data analytics and business intelligence. In this article, we will explore the significance of ETL and how it plays a vital role in enabling effective decision making within businesses.

Data Quality 105

Data Quality Data Warehouse Data-driven Reporting 105

TDAN

OCTOBER 5, 2022

Fortune 1000 organizations spend approximately $5 billion in total each year to improve the trustworthiness of data. Yet, only 42% of the executives trust their data. According to multiple surveys, executives across industries do not completely trust the data in their organization for accurate, timely business-critical decision-making.

Data Quality 59

Data Quality Business Intelligence Management 59

CIO Business Intelligence

JANUARY 30, 2025

Metrics should include system downtime and reliability, security incidents, incident response times, data quality issues and system performance. Organizations need to have a data governance policy in place. In this article, I have talked about the need for governance and planning.

Testing 93

Testing Metrics Cost-Benefit Modeling 93

TDAN

OCTOBER 3, 2023

My recent columns have focused on actionable initiatives that can both deliver business value, providing a tangible achievement, and raise the profile of the data management organization data management organization (DMO).(For In that light, let’s […]

Data Quality 52

Data Quality Enterprise Management Data Governance 52

Octopai

JANUARY 31, 2021

The content on A-Team Insight covers financial markets and the way in which technology and data management play a part. This site offers expert knowledge and articles geared towards decision-makers in investment management firms and investment banks. Techcopedia follows the latest trends in data and provides comprehensive tutorials.

Data Governance 83

Data Governance Data Processing Data Quality Metadata 83

CIO Business Intelligence

APRIL 29, 2022

Preparing for an artificial intelligence (AI)-fueled future, one where we can enjoy the clear benefits the technology brings while also the mitigating risks, requires more than one article. This first article emphasizes data as the ‘foundation-stone’ of AI-based initiatives. Establishing a Data Foundation.

Data Governance 145

Data Governance IT Data Lake Risk 145

Octopai

APRIL 19, 2021

Strong metadata management enhances business intelligence which leads to more informed strategy and better performance. Donna Burbank is a Data Management Consultant and acts as the Managing Director at Global Data Strategy, Ltd. He is the Director of TDWI Research for business intelligence. Donna Burbank.

Metadata 59

Metadata Management Business Intelligence Data Governance 59

CIO Business Intelligence

APRIL 25, 2024

Data quality Part of the struggle LinkedIn experienced with its job match effort boils down to a data quality issue from both sides: employers and potential employees. LLMs can work only with what it is given and sometimes job posts are not precise or comprehensive in what skills an employer seeks.

IT 139

IT Cost-Benefit Experimentation Metrics 139

CIO Business Intelligence

APRIL 6, 2022

Organizational outcomes such as being data-driven, data democratization, automation, self-service, developer velocity, and delivering faster insights and increased revenue can all result from the efficiency that a data operating model engenders. Reducing barriers to data access and complexity facilitates innovation with data.

Cost-Benefit 135

Cost-Benefit Digital Transformation Data-driven Strategy 135

CIO Business Intelligence

MAY 8, 2024

Of late, innovative data integration tools are revolutionising how organisations approach data management, unlocking new opportunities for growth, efficiency, and strategic decision-making by leveraging technical advancements in Artificial Intelligence, Machine Learning, and Natural Language Processing.

Data Integration 102

Data Integration IoT Cost-Benefit Machine Learning 102

CIO Business Intelligence

JUNE 9, 2023

A few years ago, Gartner found that “organizations estimate the average cost of poor data quality at $12.8 million per year.’” Beyond lost revenue, data quality issues can also result in wasted resources and a damaged reputation. Learn more about data architectures in my article here.

Strategy 116

Strategy Management Key Performance Indicator Cost-Benefit 116

CIO Business Intelligence

JUNE 2, 2022

“To ensure the generality and robustness of the evaluation, [the University of Cambridge researchers] utilized thousands of ML problems from three scientific domains: drug design, predicting gene expression, and ML algorithm selection,” according to an article in Drug Target Review. Just starting out with analytics?

Machine Learning 142

Machine Learning Deep Learning Data Quality Strategy 142

Cloudera

AUGUST 30, 2022

But while state and local governments seek to improve policies, decision making, and the services constituents rely upon, data silos create accessibility and sharing challenges that hinder public sector agencies from transforming their data into a strategic asset and leveraging it for the common good. . Forrester ).

Data Architecture 79

Data Architecture Data Lake Data Warehouse Metadata 79

CIO Business Intelligence

OCTOBER 24, 2023

For this article, we’ll focus on embedding models that work with text, although embedding models can also be used to organize information about other types of media, like images or songs. One of the most important laws of training an AI model is that data quality matters.

Cost-Benefit 126

Cost-Benefit Modeling Data Quality Statistics 126

Alation

JULY 19, 2022

Modern data catalogs surface a wide range of data asset types. For instance, Alation can return wiki-like articles, conversations, and business intelligence objects, in addition to traditional tables. Modern data catalogs also facilitate data quality checks. Communicate and Visualize Results.

Metadata 59

Metadata Data Quality Statistics Data Science 59

CIO Business Intelligence

APRIL 15, 2024

“In this case, while we have the same roles involved that many of our product teams have, such as product, experience design, engineering, and data science, we worked differently by keeping the team small and isolated from all the operational stuff that gets in the way.”

Testing 102

Testing Machine Learning Data Quality Experimentation 102

Smarten

MAY 13, 2022

Tech research and analysis firm, Gartner predicts that, ‘Through 2024, 50% of organizations will adopt modern data quality solutions to better support their digital business initiatives,’ and that prediction applies to all types of industries and vertical business sectors, including finance and accounting.

Analytics 78

Analytics Cost-Benefit Finance Data Quality 78

CIO Business Intelligence

OCTOBER 17, 2024

But the biggest point is data governance. You can host data anywhere — on-prem or in the cloud — but if your data quality is not good, it serves no purpose. Data governance was the biggest piece that we took care of. This article was made possible by our partnership with the IASA Chief Architect Forum.

Management 111

Management Insurance ROI Cost-Benefit 111

CIO Business Intelligence

DECEMBER 19, 2023

Many technology investments are merely transitionary, taking something done today and upgrading it to a better capability without necessarily transforming the business or operating model. Second, CIOs must identify the gaps between the hype of what business leaders expect from IT departments and the realities.

Digital Transformation 143

Digital Transformation Unstructured Data Machine Learning Risk Management 143

CIO Business Intelligence

JUNE 12, 2024

So, for example, ABBYY already has a tool that can turn a single image into hundreds of synthetic images to use for training data. But if there’s an Onion article that recommends eating a rock every day, or a Reddit post about putting glue on pizza, are these credible sources of information that should be part of a training data set?

Modeling 140

Modeling Testing Cost-Benefit Metadata 140

Peter James Thomas

AUGUST 4, 2020

Please post something in the comments section or contact us and we may even look to feature you in a future article. The Data & Analytics Dictionary will continue to be expanded in coming months. Another article from peterjamesthomas.com.

Data Analytics 98

Data Analytics Analytics Machine Learning Data Governance 98

CIO Business Intelligence

AUGUST 5, 2022

This article was co-authored by Chris Boyd , a Senior Associate at Metis Strategy. However, according to Foundry’s 2022 State of the CIO Survey , 76% of CIOs say it’s challenging to find the right balance between business innovation and operational excellence.

Metrics 105

Metrics Dashboards Measurement Data-driven 105

TDAN

MARCH 17, 2020

Business has a fundamental problem with data quality. In some places it’s merely painful, in others it’s nearly catastrophic. Why is the problem so pervasive? Why does it never seem to get fixed? I believe we’ve been thinking about the problem wrong. It’s time for a fresh look.

Data Quality 59

Data Quality Data Architecture IT Metadata 59

CIO Business Intelligence

JANUARY 4, 2023

Harness data for ESG transparency As a recent Deloitte Insights article points out: “Investors, regulators, customers, and supply chain partners are demanding greater transparency into climate and sustainability reporting and results. So, too, are business leaders.

IT 131

IT Internet of Things Reporting Cost-Benefit 131

CIO Business Intelligence

DECEMBER 21, 2022

This article was co-authored by Katherine Kennedy , an Associate at Metis Strategy. This has been on many a CIO’s docket for a while, but the work often is not prioritized because the value of the data was relatively low, used mostly for historical reporting to support brand positioning and annual sustainability reports. “As

Metrics 105

Metrics Data Governance Dashboards Reporting 105