The Data Administration Newsletter

JULY 3, 2024

Terms like artificial intelligence (AI) and augmented intelligence are often used interchangeably. However, they represent fundamentally different approaches to utilizing technology, especially when it comes to data governance.

Artificial Intelligence 52

Artificial Intelligence Data Governance Government Data Management 52

The Data Administration Newsletter

JULY 6, 2021

The business case for data governance has been made several times in these pages. There can be no disagreement that every company and every government office must have a data governance strategy in place. Establishing good data governance is not just about avoiding regulatory fines.

Data Governance 96

Data Governance Government Artificial Intelligence Data Management 96

The Data Administration Newsletter

FEBRUARY 21, 2024

Forty years later, almost every business and technology publication seems to have reimagined the army of robots and artificial intelligence as trading their quest for world domination for the exciting world of business processing. In the 1980s, there was a flurry of movies about robots coming to imprison or terrorize humanity.

Data Governance 52

Data Governance Artificial Intelligence Government 52

The Data Administration Newsletter

JULY 4, 2023

In today’s rapidly changing and advancing world of artificial intelligence (AI), generative AI, and large language models (LLMs), data has become the lifeblood of innovation. Data fuels algorithms, powers decision-making processes, and shapes the future impact of technology.

Data Governance 64

Data Governance Government Artificial Intelligence Innovation 64

Dataversity

OCTOBER 14, 2024

The promise of artificial intelligence to catapult businesses to new heights in productivity, decision-making, and customer experience is very real. Unfortunately, a lot of the information about AI that enterprise leaders are using to guide decisions right now is not.

Artificial Intelligence 147

Artificial Intelligence Customer Experience Customer Experience Data Quality 147

The Data Administration Newsletter

AUGUST 15, 2023

Artificial Intelligence (AI), Machine Learning (ML) and Large Language Models (LLM) have turned the world on its head. From finance to manufacturing to pharmaceuticals to retail, every industry is jumping on the AI/ML bandwagon. And for good reason. AI/ML applications can absorb […]

Data Governance 52

Data Governance Pharmaceutical Artificial Intelligence Government 52

Dataversity

OCTOBER 7, 2024

This month, we’re enjoying some time in the fall sun and the local library diving into Laura Madsen’s “AI & The Data Revolution.” The central theme of this book is the management and impact of artificial intelligence (AI) disruption in the workplace.

Artificial Intelligence 130

Artificial Intelligence Data Governance Data Quality Government 130

Dataversity

JUNE 4, 2024

In late 2023, significant attention was given to building artificial intelligence (AI) algorithms to predict post-surgery complications, surgical risk models, and recovery pathways for patients with surgical needs.

Healthcare 147

Healthcare Artificial Intelligence Data Governance Data Quality 147

Dataversity

AUGUST 16, 2024

Part 1 of this article considered the key takeaways in data governance, discussed at Enterprise Data World 2024. […] The post Enterprise Data World 2024 Takeaways: Key Trends in Applying AI to Data Management appeared first on DATAVERSITY.

Data Management 130

Data Management Data Governance Government Master Data Management 130

Dataversity

JULY 12, 2024

A large language model (LLM) is a type of artificial intelligence (AI) solution that can recognize and generate new content or text from existing content. It is estimated that by 2025, 50% of digital work will be automated through these LLM models.

Data Quality 162

Data Quality Artificial Intelligence Digital Data Governance 162

Dataversity

SEPTEMBER 16, 2024

Public sector agencies increasingly see artificial intelligence as a way to reshape their operations and services, but first, they must have confidence in their data. Accurate information is crucial to delivering essential services, while poor data quality can have far-reaching and sometimes catastrophic consequences.

Data Quality 130

Data Quality Artificial Intelligence Government Data Governance 130

Dataversity

MARCH 13, 2024

The global market for artificial intelligence (AI) in insurance is predicted to reach nearly $80 billion by 2032, according to Precedence Research. This growth is being driven by the increased adoption of AI within insurance companies, enhancing their operational efficiency, risk management, and customer engagement.

Artificial Intelligence 195

Artificial Intelligence Data Quality Data Governance Government 195

Dataversity

MAY 24, 2024

With the rapid development of artificial intelligence (AI) and large language models (LLMs), companies are rushing to incorporate automated technology into their networks and applications. However, as the age of automation persists, organizations must reassess the data on which their automated platforms are being trained.

Artificial Intelligence 162

Artificial Intelligence Data Quality Data Governance Government 162

Dataversity

APRIL 1, 2024

In the digital age, organizations increasingly rely on data for strategic decision-making, making the management of this data more critical than ever. This evolution underscores the importance of master […] The post How to Ensure Data Quality and Consistency in Master Data Management appeared first on DATAVERSITY.

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Master Data Management Data Quality Data Management Artificial Intelligence 173

Dataversity

DECEMBER 15, 2023

The world of artificial intelligence (AI) is evolving rapidly, bringing both immense potential and ethical challenges to the forefront. In this context, it is essential to remember that intelligence, when misused, can be graver than not having it at all.

Government 147

Government Artificial Intelligence Data Governance Data Quality 147

Dataversity

APRIL 8, 2024

Reusing data is a fundamental part of artificial intelligence and machine learning. Yet, when we collect data for one purpose, and use it for other purposes, we could be crossing both legal and ethical boundaries. How can we address the ethics of reusing data?

Artificial Intelligence 147

Artificial Intelligence Data Governance Data Quality Government 147

Dataversity

APRIL 26, 2024

Artificial intelligence is here to change the world, and it is up to us to embrace this technology and use it responsibly to reap its full potential.

Artificial Intelligence 147

Artificial Intelligence Data Governance Data Quality Government 147

The BAWorld

MAY 25, 2024

While data has extreme potential to change how we run things in the business world, there are also cons or risks if this data is mishandled. By the time we reached the 2020s, the emphasis or the focus moved to collecting and managing high-quality data for specific requirements or purposes.

Artificial Intelligence 52

Artificial Intelligence Data Governance Government Data Quality 52

The Data Administration Newsletter

AUGUST 2, 2022

While data privacy concerns aren’t at the forefront of all consumers’ minds, it’s safe to say that many people are worried about how brands, governments, and organizations use, access, and safeguard their data.

Artificial Intelligence 52

Artificial Intelligence Government Data Governance Big Data 52

The Data Administration Newsletter

NOVEMBER 6, 2024

The rapid adoption of artificial intelligence (AI) in data archiving for IT operations has transformed how organizations manage vast amounts of information. However, AI presents many ethical considerations that must be addressed.

Artificial Intelligence 52

Artificial Intelligence Data Governance Government Data Management 52

Dataversity

JUNE 21, 2023

Artificial intelligence (AI) could boost company productivity by 1.5%, increasing S&P 500 profits by 30% over the next 10 years. The rapid success of generative AI technologies such as ChatGPT is an excellent example of how companies can shape their fortunes by harnessing the power of the data they hold.

Artificial Intelligence 130

Artificial Intelligence Data Governance Data Architecture Data Quality 130

Smart Data Collective

NOVEMBER 24, 2020

In this article, you’ll discover: upcoming trends in business intelligence what benefits will BI provide for businesses in 2020 and on? top 5 key platforms that control the future of business intelligence impacts BI may have on your business in the future. Below we break down the latest trends in business intelligence.

Business Intelligence 333

Business Intelligence Business Intelligence Supply Chain Visualization 333

Dataversity

MARCH 17, 2023

The resulting economic uncertainty and growth of industry-wide trends, including ESG, cloud migration, and the rise of artificial intelligence and machine learning programs – such as OpenAI’s newly launched GPT-3 model and […] The post How Data Integrity Can Maximize Business Value appeared first on DATAVERSITY.

Artificial Intelligence 130

Artificial Intelligence Agile Data Quality Data Governance 130

Dataversity

JUNE 28, 2021

Artificial intelligence (AI) is no longer the future – it’s already in our homes, cars, and pockets. Click to learn more about author Anne Hardy. As technology expands its role in our lives, an important question has emerged: What level of trust can – and should – we place in these AI systems? Trust is […].

Artificial Intelligence 147

Artificial Intelligence Data Governance Data Quality Government 147

Dataversity

APRIL 1, 2022

Artificial intelligence (AI) and machine learning (ML) are continuing to transform the insurance industry. But if the proper guardrails and governance are not put into place early, insurers could face legal, regulatory, reputational, operational, and strategic consequences down the road. […].

Artificial Intelligence 130

Artificial Intelligence Government Data Quality Data Governance 130

The Data Administration Newsletter

SEPTEMBER 4, 2024

However, while solutions like ChatGPT continue growing in popularity among everyday users, the most significant potential of artificial intelligence lies in […] And considering the wide range of use cases for AI tools, that’s not much of a surprise.

Artificial Intelligence 52

Artificial Intelligence Data Governance Government Data Management 52

Dataversity

JANUARY 8, 2021

More and more companies want to use artificial intelligence (AI) in their organization to improve operations and performance. The post Good AI in 2021 Starts with Great Data Quality appeared first on DATAVERSITY. Click here to learn more about Heine Krog Iversen. Achieving good AI is a whole other story.

Data Quality 130

Data Quality Artificial Intelligence Data Governance Government 130

The Data Administration Newsletter

MAY 15, 2024

Artificial intelligence (AI) is rapidly reshaping our world, influencing everything from the way we work to the way we live. At the heart of this transformation lies data, the fuel that powers AI systems. How we manage this data can determine whether […]

Artificial Intelligence 52

Artificial Intelligence Data Governance Cybersecurity Government 52

The Data Administration Newsletter

APRIL 17, 2024

The focus of my last column, titled Crossing the Data Divide: Data Catalogs and the Generative AI Wave, was on the impact of large language models (LLM) and generative artificial intelligence (AI) and how we disseminate knowledge throughout the enterprise and the future role of the data catalogs.

Artificial Intelligence 52

Artificial Intelligence Data Modelling Data Governance Government 52

The Data Administration Newsletter

JUNE 6, 2023

In the last few months, we have seen the wave of Artificial Intelligence break on the shores of wide-scale business adoption and mainstream media coverage of Large Language Models, most famously ChatGPT.

Artificial Intelligence 75

Artificial Intelligence Government Data Governance Data Management 75

The Data Administration Newsletter

FEBRUARY 21, 2024

Explainable AI refers to ways of ensuring that the results and outputs of artificial intelligence (AI) can be understood by humans. It contrasts with the concept of the “black box” AI, which produces answers with no explanation or understanding of how it arrived at them.

Artificial Intelligence 52

Artificial Intelligence Data Modelling Data Governance Data Visualization 52

The Data Administration Newsletter

OCTOBER 3, 2023

I also participated in an executive dinner and roundtable to focus on artificial intelligence (AI). During the CDM Media’s September 2023 Houston CDO and CIO/CISO Summit, I joined a group of business and IT leaders across various industries to share perspectives and best practices.

Artificial Intelligence 52

Artificial Intelligence Data Governance Cybersecurity Government 52

The Data Administration Newsletter

SEPTEMBER 21, 2022

Data is the viral sensation crashing the data governance capacity. Use of data is disrupting industries, economies, even some government elections. Unlocking the secrets data holds is the number one challenge in every single company regardless of the size or industry. And yet, execution, […].

Government 141

Government Data Governance Artificial Intelligence Data Management 141

Data Pine

DECEMBER 11, 2019

Today, most companies are in the process of implementing various business intelligence strategies, turning to SaaS BI tools to assist them in their efforts. With a new year on the horizon, in this article, we’ll explore 10 essential SaaS trends that will stand out in 2020. 1) Artificial Intelligence. Vertical SaaS.

Artificial Intelligence 125

Artificial Intelligence Innovation Digital Business Intelligence 125

Cprime

FEBRUARY 1, 2024

Generative AI in Finance FAQs addressed in this article: What is generative AI in financial services? – Considerations include identifying and mitigating AI-related risks, developing new governance frameworks for AI oversight, and ensuring the responsible and ethical use of AI technologies.

Finance 76

Finance Vision Government Talent Acquisition 76

The Data Administration Newsletter

AUGUST 7, 2024

My column today is a follow-up to my article “The Challenge of Data Consistency,” published in the May 2023 issue of this newsletter. In that article, I discussed how semantic encoding (also called concept encoding) is the go-to solution for consistently representing master data entities such as customers and products.

Data Quality 52

Data Quality Data Modelling Data Governance Artificial Intelligence 52

Dataversity

OCTOBER 14, 2024

I was asking them about the ways in which generative AI might impact their business and they shared that clients might not want to pay $50,000 for a slide deck anymore if they disclosed that generative AI […] The post Ask a Data Ethicist: Does Using Generative AI Devalue Professional Work?

Data Governance 275

Data Governance Data Quality Artificial Intelligence Government 275