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. How is data, process, and model drift managed for reliability?

Machine Learning 145

Machine Learning Cost-Benefit Data-driven Strategy 145

CIO Business Intelligence

NOVEMBER 29, 2022

Increasing ROI for the business requires a strategic understanding of — and the ability to clearly identify — where and how organizations win with data. It’s the only way to drive a strategy to execute at a high level, with speed and scale, and spread that success to other parts of the organization. Data and cloud strategy must align.

Data Architecture 111

Data Architecture Data Integration IoT Data-driven 111

TDAN

JULY 6, 2021

Corporate survival will need a solid corporate strategy with an accompanying data strategy. Having a data strategy will enable data-driven decisions.

Data Strategy 52

Data Strategy Strategy Data-driven Data Architecture 52

TDAN

DECEMBER 3, 2019

When it comes to marketing, business owners need to be fast in adjusting their strategies to fit the continuous advancement in technologies. Today, nearly everyone has a mobile phone or another smart mobile device with them at all times.

Marketing 64

Marketing Strategy Statistics Technology 64

erwin

JUNE 19, 2020

Despite the similarities in name, there are a number of key differences between an enterprise architecture and solutions architecture. Much like the differences between enterprise architecture (EA) and data architecture, EA’s holistic view of the enterprise will often see enterprise and solution architects collaborate.

Enterprise 94

Enterprise Data Architecture Strategy Data Governance 94

TDAN

DECEMBER 17, 2019

Data is commonly referred to as the new oil, a resource so immensely powerful that its true potential is yet to be discovered. We haven’t achieved enough with data research and other statistical modeling techniques to be able to see data for what it truly is and even our methods of accruing data are rudimentary […].

Data Architecture 52

Data Architecture Statistics Modeling IT 52

TDAN

AUGUST 20, 2019

The goal of data governance is to ensure the quality, availability, integrity, security, and usability within an organization. Many traditional approaches to data governance seem to struggle in practice; I suspect it is partly because of the cultural impedance mismatch, but also partly because […].

Data Governance 68

Data Governance Strategy Data Architecture IT 68

Data Virtualization

MAY 19, 2023

Reading Time: 11 minutes The post Data Strategies for Getting Greater Business Value from Distributed Data appeared first on Data Management Blog - Data Integration and Modern Data Management Articles, Analysis and Information.

Data Strategy 52

Data Strategy Strategy Data Integration Management 52

TDAN

APRIL 16, 2019

The phrase “data architecture” often has different connotations across an organization depending on where their job role is. For instance, most of my earlier career roles were within IT, though throughout the last decade or so, has been primarily working with business line staff.

Data Architecture 40

Data Architecture IT Data Quality Data Governance 40

CIO Business Intelligence

NOVEMBER 9, 2022

By Bryan Kirschner, Vice President, Strategy at DataStax One of the most painful – and pained – statements I’ve heard in the last two years was from an IT leader who said, “my team is struggling to find ways that our company’s data could be valuable to the business.” Leveraging real-time data used to be a technology problem.

IT 98

IT Uncertainty Sales Strategy 98

AWS Big Data

APRIL 19, 2023

Independent data products often only have value if you can connect them, join them, and correlate them to create a higher order data product that creates additional insights. A modern data architecture is critical in order to become a data-driven organization. Mike is the author of two books and numerous articles.

Technology 105

Technology Data-driven Machine Learning Sales 105

TDAN

MAY 3, 2022

This column focuses on challenges of edge computing and explore strategy considerations for implementing and utilizing edge computing in the organization.

Strategy 52

Strategy Cost-Benefit Management Data Architecture 52

TDAN

MARCH 6, 2024

I’ll let you know what the coin was toward the end of this article, but first I need to give you my own […] I read “How Big Things Get Done” when it first came out about six months ago.[1] 1] I liked it then. But recently, I read another review of it, and another coin dropped.

IT 105

IT Data Architecture Data Strategy Big Data 105

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. TDAN stands for The Data Administration Newsletter. Donna Burbank. IRM UK Connects.

Metadata 59

Metadata Management Business Intelligence Data Governance 59

Peter James Thomas

MARCH 9, 2020

In the thirteen years that have passed since the beginning of 2007, I have helped ten organisations to develop commercially-focused Data Strategies [1]. However, in this initial article, I wanted to to focus on one tool that I have used as part of my Data Strategy engagements; a Data Maturity Model.

Measurement 67

Measurement Data Strategy Strategy Modeling 67

CIO Business Intelligence

AUGUST 9, 2023

Generative AI “fuel” and the right “fuel tank” Enterprises are in their own race, hastening to embrace generative AI ( another CIO.com article talks more about this). As a quick fix, many organizations adopted cloud-first strategies to manage their data storage requirements. But more data means more data movement.

Unstructured Data 98

Unstructured Data Modeling Data Architecture Enterprise 98

Peter James Thomas

MAY 3, 2019

Data Architecture / Infrastructure. When I first started focussing on the data arena, Data Warehouses were state of the art. More recently Big Data architectures, including things like Data Lakes , have appeared and – at least in some cases – begun to add significant value. Data Strategy.

Strategy 55

Strategy Data Architecture Data Quality Data Strategy 55

IBM Big Data Hub

DECEMBER 1, 2023

Core modernization with AI Most major insurance companies have determined that their mid- to long-term strategy is to migrate as much of their application portfolio as possible to the cloud. Leading insurers in all geographies are implementing IBM’s data architectures and automation software on cloud.

Insurance 96

Insurance Digital Transformation Unstructured Data Risk 96

TDAN

NOVEMBER 1, 2022

Many software developers distrust data architecture practices such as data modeling. They associate these practices with rigid and bureaucratic processes causing significant upfront planning and delays.

Modeling 64

Modeling Data Architecture Software IT 64

Peter James Thomas

OCTOBER 30, 2018

This article is not about Marketing professionals, it is about poorly researched journalism. Prelude… I recently came across an article in Marketing Week with the clickbait-worthy headline of Why the rise of the chief data officer will be short-lived (their choice of capitalisation).

Marketing 51

Marketing Strategy Data Architecture Data Strategy 51

TDAN

JANUARY 17, 2023

To stand out in a competitive industry, businesses must invest in revamping their existing sales processes and crafting a modern sales strategy that aligns with the sales predictions for 2023. The sales industry has been witnessing the rise of AI and automation over many years and 2023 will not be an exception. The role AI […].

Sales 98

Sales Strategy Data Architecture Big Data 98

TDAN

SEPTEMBER 17, 2019

There is a movement to upend traditional thinking about information systems by putting data and meaning at the center of strategy, architecture, and system development sequencing. Past waves have receded, largely because […].

Strategy 82

Strategy Data Architecture IT Data Strategy 82

IBM Big Data Hub

OCTOBER 16, 2023

McKinsey notes that reinforcement learning transcends human biases and has the potential to yield “previously unimagined solutions and strategies that even seasoned practitioners might never have considered.” At IBM Consulting, we have been helping clients set up an evaluation process for bias and other areas.

Advertising 68

Advertising Machine Learning Data Architecture Cost-Benefit 68

TDAN

JANUARY 17, 2023

In 2022, we saw that Data Strategy played key role in the success of top performing companies globally. is being “data driven”. This article is continuation of the proposed enterprise data management block […].

Data Strategy 52

Data Strategy Data-driven Strategy Enterprise 52

Peter James Thomas

JANUARY 8, 2020

The recently launched Data Strategy Review Service is just one example. White Papers can be based on themes arising from articles published here, they can feature findings from de novo research commissioned in the data arena, or they can be on a topic specifically requested by the client. Follow @peterjthomas.

Consulting 61

Consulting Data-driven Publishing Data Strategy 61

TDAN

APRIL 6, 2021

Cloud deployment strategies…. Deploying a Machine Learning model to enhance the quality of your company’s analytics is going to take some effort: – To clean data– To clearly define objectives– To build strong project management Many articles have been […]. Machine learning model…. BANG ZOOM WOW!!

Machine Learning 52

Machine Learning Management Strategy Modeling 52

Peter James Thomas

APRIL 3, 2020

For anyone who is unaware, the title of the article echoes a 1953 Nature paper [1] , which was instead “of considerable biological interest” [2]. I have been very much focussing on the start of a data journey in a series of recent articles about Data Strategy [3]. Introduction.

Dashboards 61

Dashboards Reporting Sales Data Lake 61

TDAN

OCTOBER 15, 2019

Some countries successfully create long-term strategic plans, for examples China’s first 100-year plan was aimed at the elimination of extreme poverty by 2020. In 1980, there were 540 million people living in extreme poverty. By 2014, there were only 80 million.

Strategy 40

Strategy Data Architecture Data Governance Data Strategy 40

TDAN

JULY 21, 2021

In today’s world, access to data is no longer a problem. There are such huge volumes of data generated in real-time that several businesses don’t know what to do with all of it. Unless big data is converted to actionable insights, there is nothing much an enterprise can do.

Big Data 145

Big Data Enterprise Modeling Data Architecture 145

TDAN

OCTOBER 20, 2020

Part 3 completes this article series by discussing some important topics beyond the critical differentiators in the terminology and capabilities of Property Graphs and Knowledge Graphs covered in Parts 1 and 2.

Data Architecture 59

Data Architecture IT Data Strategy Strategy 59

TDAN

NOVEMBER 17, 2020

Top-quality data currently represents one of the most important resources for any company. Startups that lack familiarity with important tendencies and trends in their industry need to have this crucial data […].

Data Science 145

Data Science Marketing Data Architecture Data Strategy 145

TDAN

MAY 4, 2021

When you’ve been involved in data management for as long as I have, things are definitely bound to change. And things have changed, quite a lot, in fact. Back when I started in IT, IMS was the primary database system used at most big enterprises and most of the computing was done on mainframe systems. […].

Enterprise 139

Enterprise Management Data Architecture IT 139

TDAN

MARCH 2, 2021

This article attempts to analyze and make sense of a harmonization between Information Architecture and SAFe, and will address how their cooperation will contribute to the development of an Agile Business. SAFe is a very modern Agile Framework and has replaced TOGAF in many organizations.

Data Architecture 59

Data Architecture Data Strategy Business Intelligence Strategy 59

TDAN

OCTOBER 1, 2019

There is a movement to upend traditional thinking about information systems by putting data and meaning at the center of strategy, architecture, and system development sequencing.

Strategy 56

Strategy Data Architecture Data Governance Data Strategy 56

Data Virtualization

JUNE 19, 2024

The post Navigating the New Data Landscape: Trends and Opportunities appeared first on Data Management Blog - Data Integration and Modern Data Management Articles, Analysis and Information. At TDWI, we see companies collecting traditional structured.

Data Integration 59

Data Integration Management Analytics Data Architecture 59

TDAN

JUNE 4, 2019

My book “The Data-Centric Revolution” will be out this summer. I will also be presenting at Dataversity’s Data Architecture Summit coming up in a few months. Both exercises reminded me that Data-Centric is not a simple technology upgrade. It’s going to take a great deal more to shift the status quo.

Data Architecture 40

Data Architecture Technology Data Strategy Big Data 40

TDAN

JULY 20, 2021

They use data better. How does Spotify win against a competitor like Apple? Using machine learning and AI, Spotify creates value for their users by providing a more personalized experience.

Metadata 119

Metadata Machine Learning Data Architecture Data Strategy 119