CIO Business Intelligence

NOVEMBER 4, 2024

research firm Vanson Bourne to survey 650 global IT, DevOps, and Platform Engineering decision-makers on their enterprise AI strategy. AI a primary driver in IT modernization and data mobility AI’s demand for data requires businesses to have a secure and accessible data strategy. Nutanix commissioned U.K.

Marketing 128

Marketing Data Quality Data Governance Digital Transformation 128

CIO Business Intelligence

JANUARY 7, 2025

Transformational CIOs continuously invest in their operating model by developing product management, design thinking, agile, DevOps, change management, and data-driven practices. SAS CIO Jay Upchurch says successful CIOs in 2025 will build an integrated IT roadmap that blends generative AI with more mature AI strategies.

Digital Transformation 143

Digital Transformation Experimentation Cost-Benefit Strategy 143

CIO Business Intelligence

FEBRUARY 14, 2023

To succeed with real-time AI, data ecosystems need to excel at handling fast-moving streams of events, operational data, and machine learning models to leverage insights and automate decision-making. It’s clear how these real-time data sources generate data streams that need new data and ML models for accurate decisions.

Data Strategy 116

Data Strategy Strategy Machine Learning Data-driven 116

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 105

Data Strategy Strategy Machine Learning Risk 105

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 107

Strategy Data Strategy Cost-Benefit ROI 107

CIO Business Intelligence

JANUARY 21, 2025

As gen AI heads to Gartners trough of disillusionment , CIOs should consider how to realign their 2025 strategies and roadmaps. Even simple use cases had exceptions requiring business process outsourcing (BPO) or internal data processing teams to manage.

Cost-Benefit 142

Cost-Benefit Data-driven Strategy Marketing 142

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 98

Data Strategy Strategy IT Consulting 98

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

FEBRUARY 6, 2025

As someone deeply involved in shaping data strategy, governance and analytics for organizations, Im constantly working on everything from defining data vision to building high-performing data teams. My work centers around enabling businesses to leverage data for better decision-making and driving impactful change.

Unstructured Data 115

Unstructured Data Manufacturing Data Governance Sales 115

CIO Business Intelligence

NOVEMBER 25, 2024

When it comes to AI, the secret to its success isn’t just in the sophistication of the algorithms — it’s in the quality of the data that powers them. AI has the potential to transform industries, but without reliable, relevant, and high-quality data, even the most advanced models will fall short.

Data Quality 99

Data Quality Interactive ROI Modeling 99

AWS Big Data

MARCH 26, 2024

A Gartner Marketing survey found only 14% of organizations have successfully implemented a C360 solution, due to lack of consensus on what a 360-degree view means, challenges with data quality, and lack of cross-functional governance structure for customer data.

Data Strategy 103

Data Strategy Strategy Data Warehouse Prescriptive Analytics 103

Smart Data Collective

MAY 24, 2022

One poll found that 36% of companies rate big data as “crucial” to their success. However, many companies still struggle to formulate lasting data strategies. One of the biggest problems is that they don’t have reliable data collection approaches. The Importance of Data Collection in Business.

Data Collection 142

Data Collection Strategy Big Data Advertising 142

O'Reilly on Data

MAY 14, 2020

Experimentation: It’s just not possible to create a product by building, evaluating, and deploying a single model. In reality, many candidate models (frequently hundreds or even thousands) are created during the development process. Modelling: The model is often misconstrued as the most important component of an AI product.

Management 364

Management Experimentation B2B Machine Learning 364

Rocket-Powered Data Science

MARCH 19, 2021

Focus on specific data types: e.g., time series, video, audio, images, streaming text (such as social media or online chat channels), network logs, supply chain tracking (e.g., RFID), inventory monitoring (SKU / UPC tracking). RFID), inventory monitoring (SKU / UPC tracking).

Internet of Things 259

Internet of Things Analytics IoT Prescriptive Analytics 259

CIO Business Intelligence

DECEMBER 5, 2024

For instance, in claims management, insurers would assess claims based on incomplete, poorly cleaned data, leading to inaccuracies in evaluating claims. They had an AI model in place intended to improve fraud detection. However, the model underperformed, and its outputs showed discrepancies compared to manual validations.

Enterprise 105

Enterprise Insurance Unstructured Data Business Intelligence 105

CIO Business Intelligence

APRIL 8, 2025

I aim to outline pragmatic strategies to elevate data quality into an enterprise-wide capability. Key recommendations include investing in AI-powered cleansing tools and adopting federated governance models that empower domains while ensuring enterprise alignment. The patterns are consistent across industries.

Data Quality 102

Data Quality Data-driven Key Performance Indicator Metadata 102

CIO Business Intelligence

DECEMBER 10, 2024

CIOs have been able to ride the AI hype cycle to bolster investment in their gen AI strategies, but the AI honeymoon may soon be over, as Gartner recently placed gen AI at the peak of inflated expectations , with the trough of disillusionment not far behind. That doesnt mean investments will dry up overnight.

Sales 143

Sales Metrics Data-driven Unstructured Data 143

AWS Big Data

DECEMBER 4, 2024

This post explores how the shift to a data product mindset is being implemented, the challenges faced, and the early wins that are shaping the future of data management in the Institutional Division. Divisions decide how many domains to have within their node; some may have one, others many.

Metadata 105

Metadata Data Governance Data Quality Data-driven 105

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 119

Strategy Data Science Unstructured Data Marketing 119

CIO Business Intelligence

JULY 30, 2024

Organizations are under pressure to demonstrate commitment to an actionable sustainability strategy to meet regulatory obligations and to build positive market sentiment. We examine the opportunity to lead both risk mitigation and value creation by helping advance the enterprise sustainability strategy.

Strategy 105

Strategy Scorecard Measurement Cost-Benefit 105

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

AWS Big Data

OCTOBER 29, 2024

A data analyst in a local market who wants to derive insights from the global sales data can create a use case with a dedicated AWS consumer account and request access to the dataset from a data steward. This issue was particularly evident with data assets containing sales data of all markets where BMW operates.

Data Lake 110

Data Lake Sales Metadata Machine Learning 110

CIO Business Intelligence

AUGUST 1, 2022

As enterprises modernize with cloud, connectivity, and data, they are gravitating to technology-as-a-service models to refashion IT estates. Traditionally these IT ecosystems feature silos spread across multiple environments, including on-premises data centers and colocation facilities at the edge or across diverse cloud platforms.

Strategy 98

Strategy Cost-Benefit Risk Management 98

Smart Data Collective

AUGUST 31, 2020

Various Fitness App Monetization Models. We have talked in the past about ways that big data and machine learning can reduce the mistakes made in the app development process. Here are a few models which leading app developers have adopted big data strategies to earn from their applications. Ads Monetization Model.

Data-driven 128

Data-driven Modeling Advertising Big Data 128

CIO Business Intelligence

MARCH 19, 2025

However, embedding ESG into an enterprise data strategy doesnt have to start as a C-suite directive. Developers, data architects and data engineers can initiate change at the grassroots level from integrating sustainability metrics into data models to ensuring ESG data integrity and fostering collaboration with sustainability teams.

IT 59

IT Data Governance Data-driven Metrics 59

CIO Business Intelligence

MARCH 4, 2025

Abhas Ricky, chief strategy officer of Cloudera, recently noted on LinkedIn the cost challenges involved in managing AI agents. Jim Liddle, chief innovation officer for AI and data strategy at hybrid-cloud storage company Nasuni, questions the likelihood of large hyperscalers offering management services for all agents.

Management 119

Management IT Cost-Benefit Enterprise 119

Cloudera

MARCH 28, 2024

At a time when AI is exploding in popularity and finding its way into nearly every facet of business operations, data has arguably never been more valuable. 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).

Data Architecture 94

Data Architecture Strategy Data Lake Data-driven 94

Rocket-Powered Data Science

OCTOBER 16, 2020

Be sure to listen to the full recording of our lively conversation, which covered Data Literacy, Data Strategy, Data Leadership, and more. The data age has been marked by numerous “hype cycles.” We build models to test our understanding, but these models are not “one and done.” The Age of Hype Cycles.

Digital Transformation 142

Digital Transformation Experimentation Data Science Data Strategy 142

Smart Data Collective

NOVEMBER 24, 2019

One of the biggest applications is that new predictive analytics models are able to get a better understanding of the relationships between employees and find areas where they break down. These big data algorithms can offer insights to improve harmony within the team. Big Data is the Key to Stronger Team Extension Models.

Big Data 101

Big Data Modeling ROI Predictive Analytics 101

Smart Data Collective

JANUARY 26, 2021

You might use predictive analysis-based data that can help you analyse buying trends or look at how the business might perform in a range of new markets. Sometimes big data models can look at which keywords and topics are trending on social media and, as translation company Tomedes points out, that can involve multiple languages.

Data Architecture 141

Data Architecture Big Data Data Strategy Data-driven 141

BI-Survey

JANUARY 7, 2025

Our Top 10 episodes highlight the most significant themes of the year, resonating with the findings from the BARC Trend Monitor 2025 , and showcase a variety of perspectives and strategies. With a blend of relevance, inspiration, and a touch of fun, our goal is to guide you through the complexities of data and analytics.

Statistics 52

Statistics Data-driven Data Strategy Strategy 52

Rocket-Powered Data Science

JULY 14, 2023

While massive data volumes appear less frequently now in strategic discussions and are being tamed with excellent data infrastructure solutions from Pure Storage , the data velocity and data variety challenges remain in their own unique “sweet spot” of business data strategy conversations.

Analytics 188

Analytics Big Data Strategy Enterprise 188

Cloudera

NOVEMBER 13, 2024

Cloudera, together with Octopai, will make it easier for organizations to better understand, access, and leverage all their data in their entire data estate – including data outside of Cloudera – to power the most robust data, analytics and AI applications.

Metadata 90

Metadata Management Data Governance Data-driven 90

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. On the enterprise data strategy: I am a self-admitted data geek. Here are some edited excerpts of that conversation.

IT 133

IT Modeling Digital Transformation Data Governance 133

TDAN

AUGUST 17, 2021

If you are planning on using predictive algorithms, such as machine learning or data mining, in your business, then you should be aware that the amount of data collected can grow exponentially over time. In a world where big data is becoming more popular and the use of predictive modeling is on the rise, there are steps […].

Predictive Modeling 115

Predictive Modeling Modeling Data mining Big Data 115

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 145

Data Transformation Data-driven Data Strategy Strategy 145

Andrew White

MARCH 21, 2022

I have just completed some research with the name, “Sovereign Data Strategies and What they mean to you Organization”. This is in preparation for our upcoming Data and Analytics conference series. Trying to learn about and explore the impact of a range of sovereign data strategies is both complex and fun.

Data Strategy 105

Data Strategy Strategy Measurement Marketing 105