Cloudera

AUGUST 30, 2022

Data-fuelled innovation requires a pragmatic strategy. This blog lays out some steps to help you incrementally advance efforts to be a more data-driven, customer-centric organization. In some cases, firms are surprised by cloud storage costs and looking to repatriate data. Embrace incremental progress.

Strategy 102

Strategy Data Strategy ROI Cost-Benefit 102

CIO Business Intelligence

JANUARY 12, 2023

Data is critical to success for universities. Data provides insights that support the overall strategy of the university. Data also lies at the heart of creating a secure, Trusted Research Environment to accelerate and improve research. The first step is to put in place a robust data strategy.

Data Strategy 80

Data Strategy Strategy IT Consulting 80

IBM Big Data Hub

JUNE 30, 2022

The rise of data strategy. There’s a renewed interest in reflecting on what can and should be done with data, how to accomplish those goals and how to check for data strategy alignment with business objectives. The evolution of a multi-everything landscape, and what that means for data strategy.

Data Strategy 57

Data Strategy Strategy Business Objectives Data-driven 57

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

Cloudera

MARCH 28, 2024

More recently, that value has been made clear by the emergence of AI-powered technologies like generative AI (GenAI) and the use of Large Language Models (LLMs). As organizations continue to navigate this AI-driven world, we set out to understand the strategies and emerging data architectures that are defining the future.

Data Architecture 89

Data Architecture Strategy Data Lake Data-driven 89

Ontotext

JANUARY 29, 2024

The generative AI buzz and interest in cloud migration shouldn’t be ignored, but as with any technology that requires data strategy, it’s critical that data and analytics professionals be crystal clear about their priorities and confident in the projects that will positively impact their business and goals.

Strategy 52

Strategy Management Metadata Data-driven 52

CIO Business Intelligence

APRIL 5, 2023

Stewart Bond, IDC ’s vice president for data integration and intelligence software, will dissect this foundational element and how it drives strategy as well as answer audience questions about governance, ownership, security, privacy, and more. Want to know how top-performing companies are approaching aspects of cloud strategy?

Strategy 81

Strategy Data Strategy Digital Transformation Data-driven 81

O'Reilly on Data

MAY 14, 2020

In our previous article, What You Need to Know About Product Management for AI , we discussed the need for an AI Product Manager. In this article, we shift our focus to the AI Product Manager’s skill set, as it is applied to day to day work in the design, development, and maintenance of AI products. The AI Product Pipeline.

Management 363

Management Experimentation B2B Machine Learning 363

Cloudera

NOVEMBER 18, 2020

Given the increase of financial fraud this year and the upcoming holiday shopping season, which historically also leads to an increase, I am taking this opportunity to highlight 3 specific data and analytics strategies that can help in the fight against fraud across the Financial Services industry. . synthetic transaction data.

Data Strategy 103

Data Strategy Strategy Machine Learning Risk 103

CIO Business Intelligence

APRIL 6, 2022

For decades organizations chased the Holy Grail of a centralized data warehouse/lake strategy to support business intelligence and advanced analytics. But garnering data-driven insights isn’t about capturing and analyzing data from any single edge location. Modern enterprises have to adopt a dual strategy.”.

Data Strategy 52

Data Strategy Strategy Internet of Things Data Warehouse 52

Andrew White

AUGUST 4, 2020

I read the EU Data Strategy some weeks ago. I posted to my blog some comments and challenges I felt it contained back in March: The Value of Data. The biggest challenge of all is that the EU is seeking to create a market for data. There are of course already many markets for data. I wonder why that would be?

Data Strategy 52

Data Strategy Strategy Marketing Data Collection 52

Cloudera

MARCH 25, 2021

This will surely cause headaches for organizations with operations in multiple states, each with their own data privacy regulations. Probably more well known, the EU’s GDPR serves as a model for much of the new data privacy legislation coming forward. Financial institutions and insurers understand the benefits of more data.

Data Strategy 64

Data Strategy Strategy Enterprise Insurance 64

IBM Big Data Hub

DECEMBER 20, 2023

Without an AI strategy, organizations risk missing out on the benefits AI can offer. An AI strategy helps organizations address the complex challenges associated with AI implementation and define its objectives. What is an AI strategy? A successful AI strategy should act as a roadmap for this plan.

Strategy 77

Strategy Business Objectives Cost-Benefit Consulting 77

IBM Big Data Hub

APRIL 8, 2024

In a world where every company is now a technology company, all enterprises must become well-versed in managing their digital products to remain competitive. In other words, they need a robust digital product lifecycle management (PLM) strategy. Companies commonly ignore this issue and allow the two models to operate separately.

Data-driven 60

Data-driven Management Data Governance Strategy 60

erwin

JANUARY 17, 2020

What is Data Modeling? Data modeling is a process that enables organizations to discover, design, visualize, standardize and deploy high-quality data assets through an intuitive, graphical interface. Data models provide visualization, create additional metadata and standardize data design across the enterprise.

Data-driven 138

Data-driven Modeling Metadata Data Governance 138

CIO Business Intelligence

JANUARY 24, 2024

Rather than divide IT, digital, and data into different functional leadership roles, Gilbane’s executive management decided, for the first time, to put all of these transformational teams under one leader. “My In construction, our teams are managing the construction of hundreds of projects happening at any one time,” she says.

Risk Management 100

Risk Management Risk Management Digital Transformation 100

Alation

OCTOBER 5, 2021

Answers will differ widely depending upon a business’ industry and strategy for growth. The first step towards a successful data governance strategy is setting appropriate goals and milestones. Yet, so many companies today are still failing miserably in implementing data strategy and governance protocols.

Data Governance 96

Data Governance Strategy Data Quality Metrics 96

CIO Business Intelligence

AUGUST 1, 2022

As companies lean into data-first modernization to deliver best-in-class experiences and drive innovation, protecting and managing data at scale become core challenges. Given the diversity of data and range of data-inspired use cases, it’s important to align with a robust partner ecosystem.

Strategy 88

Strategy Cost-Benefit Risk Management 88

AWS Big Data

AUGUST 14, 2023

Taken together, the posts in this series lay out some possible operating models for data mesh within an organization. In the same way, organizations seeking to implement successful data mesh strategies must respect the nature and structure (legal, political, commercial, technology) of their organizations in their implementation.

Management 81

Management Risk Measurement Optimization 81

Cloudera

APRIL 18, 2024

With the arrival of the latest AI-powered technologies like large language models (LLMs) and generative AI (GenAI), there’s a vast amount of opportunities for innovation, growth, and improved business outcomes right around the corner. All of that technology, though, depends on data to be successful.

Analytics 105

Analytics Metadata Data Strategy Optimization 105

IBM Big Data Hub

JANUARY 5, 2023

A modern data architecture like Data Mesh and Data Fabric aims to easily connect new data sources and accelerate development of use case specific data pipelines across on-premises, hybrid and multicloud environments. Efficiently adopt data platforms and new technologies for effective data management.

Data Quality 52

Data Quality Data Architecture Strategy Data Lake 52

CIO Business Intelligence

MAY 7, 2024

The survey responses aren’t a surprise to Jack Berkowitz, CDO of Securiti.AI, a data management and security firm. In many organizations, data has resided in silos, with internal teams such as sales and HR each claiming ownership of the data they work with, and customer data often considered separate from other internal data, he says.

Data Strategy 122

Data Strategy Data-driven Data Quality Strategy 122

Cloudera

JULY 26, 2021

With this first article of the two-part series on data product strategies, I am presenting some of the emerging themes in data product development and how they inform the prerequisites and foundational capabilities of an Enterprise data platform that would serve as the backbone for developing successful data product strategies.

Strategy 115

Strategy Data Science Marketing Unstructured Data 115

IBM Big Data Hub

APRIL 25, 2023

To do so, Presto and Spark need to readily work with existing and modern data warehouse infrastructures. Now, let’s chat about why data warehouse optimization is a key value of a data lakehouse strategy. Semi-structured data needs to be reformatted and transformed to be loaded into tables.

Optimization 57

Optimization Strategy Data Warehouse Cost-Benefit 57

Anmut

MARCH 22, 2023

Data maturity models are a crucial step for any organisation looking to improve their data, informing if your current data practices are helping, or holding back, your business. ? Click the links below to navigate to different sections What are data maturity models? Why do we need data maturity models?

Measurement 52

Measurement Modeling Data Quality Data Governance 52

TDAN

APRIL 18, 2023

For the Enterprise Data Management Council (EDMC), I recently concluded a detailed comparison and mapping of the DMM to the DCAM with the Council’s Product Manager, employing the Soladatus modeling tool with its robust model mapping features. In this column, […]

Modeling 64

Modeling Management Enterprise IT 64

CIO Business Intelligence

APRIL 30, 2024

Your AI strategy is only as good as your data strategy,” Tableau CMO Elizabeth Maxon said in a press conference Monday. But to us, it’s more than just having a data strategy; it’s also about building a great foundation of a data culture.” Metric Goals.

Analytics 73

Analytics Metrics Visualization Dashboards 73

Rocket-Powered Data Science

JULY 13, 2023

Beyond the early days of data collection, where data was acquired primarily to measure what had happened (descriptive) or why something is happening (diagnostic), data collection now drives predictive models (forecasting the future) and prescriptive models (optimizing for “a better future”).

Analytics 167

Analytics Machine Learning Data Science Deep Learning 167

CIO Business Intelligence

APRIL 4, 2024

“Everyone is running around trying to apply this technology that’s moving so fast, but without business outcomes, there’s no point to it,” says Redmond, CIO at power management systems manufacturer Eaton Corp. “We A human reviews it to make sure it makes sense, and if it does, the AI incorporates that into the learning model,” she says.

Enterprise 129

Enterprise Cost-Benefit Forecasting Sales 129

Andrew White

NOVEMBER 1, 2019

The main angle was from the point of view of a university, but the point was related to business too: They (strategies) take too long to draft or define. Most of these strategies were effectively based on faith, hope, and charity. We have tried mightily to help organizations recognize what strategy is meant to be.

Strategy 56

Strategy Analytics Data-driven Data Strategy 56

CIO Business Intelligence

JANUARY 22, 2024

Since the introduction of ChatGPT, the healthcare industry has been fascinated by the potential of AI models to generate new content. 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.

Unstructured Data 84

Unstructured Data Digital Transformation Data Strategy Modeling 84

CIO Business Intelligence

MAY 2, 2023

Despite the best of intentions, CIOs and their organizations often struggle to deliver business outcomes from digital transformation strategies. And while KPMG reports that 72% of CEOs have aggressive digital investment strategies, McKinsey details a harsh reality that 70% of transformations fail. Five years ago, I shared that the No.

Digital Transformation 134

Digital Transformation IT Data-driven Metrics 134

Rocket-Powered Data Science

MARCH 19, 2021

But more significant has been the acceleration in the number of dynamic, real-time data sources and corresponding dynamic, real-time analytics applications. We no longer should worry about “managing data at the speed of business,” but worry more about “managing business at the speed of data.”.

Internet of Things 259

Internet of Things Analytics IoT Prescriptive Analytics 259

bridgei2i

JUNE 23, 2021

4 Key Elements of Enterprise AI Strategy. Enterprise AI harnesses advanced artificial intelligence techniques to deliver organizational data, knowledge, and information. However, due to a lack of foundation to embed AI capabilities, companies cannot successfully leverage AI into their data and operational strategy.

Strategy 52

Strategy Enterprise Key Performance Indicator ROI 52

Ontotext

MARCH 23, 2023

Data management is becoming increasingly challenging for organizations. With an unprecedented amount and diversity of data coming from various sources, it’s like trying to put together a picture with pieces from different puzzles. Can data fabrics save your day?

Management 52

Management Metadata Unstructured Data Data Integration 52

CIO Business Intelligence

JUNE 14, 2022

So if funding and C-suite attention aren’t enough, what then is the key to ensuring an organization’s data transformation is successful? Companies that commit to treating data as a product and to transforming their culture are the ones that succeed, says Doug Laney, innovation fellow of data and analytics strategy at West Monroe.

Data Transformation 141

Data Transformation Data-driven Data Strategy Strategy 141

CIO Business Intelligence

NOVEMBER 16, 2022

The company employs 69,000 around the world as well and Danielle Brown, the company’s SVP and CIO, has a unique perspective on how best to lead the company’s digital transformation strategy. So we have a tool called Career Compass, which shares employee experiences and helps let an employee know a manager cares about their career.

IT 133

IT Modeling Digital Transformation Data Governance 133