CIO Business Intelligence

JANUARY 14, 2025

By articulating fitness functions automated tests tied to specific quality attributes like reliability, security or performance teams can visualize and measure system qualities that align with business goals. Technical foundation Conversation starter : Are we maintaining reliable roads and utilities, or are we risking gridlock?

Enterprise 119

Enterprise Technology Metrics Measurement 119

datapine

FEBRUARY 22, 2022

1) What Is A Business Intelligence Strategy? 2) BI Strategy Benefits. 4) How To Create A Business Intelligence Strategy. Whether you are starting from scratch, moving past spreadsheets, or looking to migrate to a new platform: you need a business intelligence strategy and roadmap in place. Table of Contents.

Business Intelligence 218

Business Intelligence Strategy Cost-Benefit Dashboards 218

CIO Business Intelligence

OCTOBER 23, 2024

Despite AI’s potential to transform businesses, many senior technology leaders find themselves wrestling with unpredictable expenses, uneven productivity gains, and growing risks as AI adoption scales, Gartner said. This creates new risks around data privacy, security, and consistency, making it harder for CIOs to maintain control.

Enterprise 141

Enterprise Cost-Benefit Broadcasting Risk 141

CIO Business Intelligence

JANUARY 21, 2025

Deloittes State of Generative AI in the Enterprise reports nearly 70% have moved 30% or fewer of their gen AI experiments into production, and 41% of organizations have struggled to define and measure the impacts of their gen AI efforts. Even this breakdown leaves out data management, engineering, and security functions.

Cost-Benefit 142

Cost-Benefit Data-driven Strategy Marketing 142

CIO Business Intelligence

JANUARY 23, 2024

Regardless of where organizations are in their digital transformation, CIOs must provide their board of directors, executive committees, and employees definitions of successful outcomes and measurable key performance indicators (KPIs). He suggests, “Choose what you measure carefully to achieve the desired results.

Measurement 141

Measurement Digital Transformation KPI Metrics 141

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 Measurement 143

CIO Business Intelligence

DECEMBER 5, 2024

Tech supply chain risks South Korea’s semiconductor ecosystem, driven by industry leaders like Samsung and SK Hynix, is a cornerstone of global technology supply chains. However, this strategy relies heavily on the political and economic stability of those nations. Samsung and SK Hynix have not responded to requests for comments.

Uncertainty 111

Uncertainty Risk Strategy Manufacturing 111

CIO Business Intelligence

NOVEMBER 27, 2024

Unfortunately, implementing AI at scale is not without significant risks; whether it’s breaking down entrenched data siloes or ensuring data usage complies with evolving regulatory requirements. Ensuring these elements are at the forefront of your data strategy is essential to harnessing AI’s power responsibly and sustainably.

Data Governance 132

Data Governance Risk Insurance Metadata 132

O'Reilly on Data

MARCH 25, 2025

The coordination tax: LLM outputs are often evaluated by nontechnical stakeholders (legal, brand, support) not just for functionality, but for tone, appropriateness, and risk. They used some local embeddings and played around with different chunking strategies. How will you measure success? Some seemed better than others.

Testing 168

Testing Data-driven Software Measurement 168

CIO Business Intelligence

APRIL 8, 2025

Fragmented systems, inconsistent definitions, legacy infrastructure and manual workarounds introduce critical risks. I aim to outline pragmatic strategies to elevate data quality into an enterprise-wide capability. This challenge remains deceptively overlooked despite its profound impact on strategy and execution.

Data Quality 102

Data Quality Data-driven Key Performance Indicator Metadata 102

CIO Business Intelligence

NOVEMBER 11, 2024

In today’s fast-paced digital environment, enterprises increasingly leverage AI and analytics to strengthen their risk management strategies. A recent panel on the role of AI and analytics in risk management explored this transformational technology, focusing on how organizations can harness these tools for a more resilient future.

Risk Management 59

Risk Management Risk Management Data-driven 59

CIO Business Intelligence

MARCH 25, 2025

CIOs perennially deal with technical debts risks, costs, and complexities. While the impacts of legacy systems can be quantified, technical debt is also often embedded in subtler ways across the IT ecosystem, making it hard to account for the full list of issues and risks.

Risk 140

Risk Cost-Benefit Data-driven Digital Transformation 140

CIO Business Intelligence

DECEMBER 3, 2024

The US has announced sweeping new measures targeting China’s semiconductor sector, restricting the export of chipmaking equipment and high-bandwidth memory. Lam Research has said on its website that its initial assessment suggests the impact of the newly announced measures on its business will align largely with its earlier expectations.

Manufacturing 121

Manufacturing Measurement Technology Marketing 121

CIO Business Intelligence

APRIL 23, 2024

As CIO, you’re in the risk business. Or rather, every part of your responsibilities entails risk, whether you’re paying attention to it or not. There are, for example, those in leadership roles who, while promoting the value of risk-taking, also insist on “holding people accountable.” You can’t lose.

Risk 116

Risk IT Insurance Risk Management 116

CIO Business Intelligence

JANUARY 21, 2025

Well also examine strategies CIOs can use to address these challenges, ensuring their organizations can recognize the rewards of GenAI without compromising financial stability. These concerns emphasize the need to carefully balance the costs of GenAI against its potential benefits, a challenge closely tied to measuring ROI.

Cost-Benefit 98

Cost-Benefit ROI Measurement Strategy 98

Smart Data Collective

MAY 7, 2023

million —and organizations are constantly at risk of cyber-attacks and malicious actors. In order to protect your business from these threats, it’s essential to understand what digital transformation entails and how you can safeguard your company from cyber risks. What is cyber risk?

Digital Transformation 129

Digital Transformation Risk Strategy Testing 129

CIO Business Intelligence

MAY 24, 2024

GRC certifications validate the skills, knowledge, and abilities IT professionals have to manage governance, risk, and compliance (GRC) in the enterprise. Enter the need for competent governance, risk and compliance (GRC) professionals. What are GRC certifications? Why are GRC certifications important?

Risk 119

Risk Risk Management Management Enterprise 119

CIO Business Intelligence

AUGUST 21, 2024

It wasn’t just a single measurement of particulates,” says Chris Mattmann, NASA JPL’s former chief technology and innovation officer. “It It was many measurements the agents collectively decided was either too many contaminants or not.” They also had extreme measurement sensitivity. Adding smarter AI also adds risk, of course.

Risk 136

Risk Insurance Cost-Benefit Software 136

Smart Data Collective

MAY 4, 2023

Unfortunately, as the world becomes more and more digital, cybersecurity risks are growing at a rapid pace. As a small business owner, this means that you and your business could be at risk of being attacked this very second. Thankfully, becoming aware of the risks out there can help you safeguard your business and mitigate your risks.

Risk 119

Risk Strategy Measurement Software 119

CIO Business Intelligence

OCTOBER 21, 2024

However, the increasing integration of AI and IoT into everyday operations also brings new risks, including the potential for cyberattacks on interconnected devices, data breaches, and vulnerabilities within complex networks. Securing these technologies is paramount in a region where digital infrastructure is critical to national development.

IoT 119

IoT Digital Transformation Measurement Technology 119

CIO Business Intelligence

DECEMBER 20, 2023

Most enterprises are committed to a digital strategy and looking for ways to improve the productivity of their workforce. This has spurred interest around understanding and measuring developer productivity, says Keith Mann, senior director, analyst, at Gartner.

Measurement 124

Measurement Software IT Metrics 124

CIO Business Intelligence

OCTOBER 9, 2024

However, this enthusiasm may be tempered by a host of challenges and risks stemming from scaling GenAI. Optimizing GenAI with data management More than ever, businesses need to mitigate these risks while discovering the best approach to data management. That’s why many enterprises are adopting a two-pronged approach to GenAI.

Strategy 143

Strategy Modeling Management Data Lake 143

CIO Business Intelligence

NOVEMBER 22, 2022

Every enterprise needs a data strategy that clearly defines the technologies, processes, people, and rules needed to safely and securely manage its information assets and practices. Here’s a quick rundown of seven major trends that will likely reshape your organization’s current data strategy in the days and months ahead.

Data Strategy 145

Data Strategy Strategy Enterprise Consulting 145

CIO Business Intelligence

AUGUST 21, 2024

million in 2024 1 – and thus take the necessary steps to reduce cyber risk. Defense in depth How the CSP attracts, trains, and retains security professionals is certainly an issue to raise when vetting providers, along with the company’s overall security strategy. Adherence to a defense-in-depth strategy should be front and center.

Strategy 124

Strategy Measurement Risk Reporting 124

O'Reilly on Data

SEPTEMBER 15, 2020

Technical sophistication: Sophistication measures a team’s ability to use advanced tools and techniques (e.g., Technical competence: Competence measures a team’s ability to successfully deliver on initiatives and projects. Technical competence results in reduced risk and uncertainty.

Advertising 362

Advertising Cost-Benefit ROI Machine Learning 362

O'Reilly on Data

JULY 15, 2019

A look at how guidelines from regulated industries can help shape your ML strategy. After the 2008 financial crisis, the Federal Reserve issued a new set of guidelines governing models— SR 11-7 : Guidance on Model Risk Management. Note that the emphasis of SR 11-7 is on risk management.). Sources of model risk.

Machine Learning 51

Machine Learning Management Enterprise Risk Management 51

CIO Business Intelligence

MAY 28, 2024

For CISOs to succeed in this unprecedented security landscape, they must balance these threats with new approaches by performing continuous risk assessments, protecting digital assets, and managing the rapid pace of innovation in security technologies. How do we CISOs adapt our strategies today?

Strategy 131

Strategy IoT Risk Forecasting 131

CIO Business Intelligence

FEBRUARY 20, 2024

The risks and opportunities of AI AI is opening a new front in this cyberwar. These measures mandate that healthcare organisations adequately protect patient data, and that notification must be given in the event of a data breach. Are you ready to put AI at the heart of your data protection strategy? Generative AI

Risk 122

Risk Insurance Measurement Strategy 122

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

CIO Business Intelligence

MARCH 25, 2025

The time required to familiarize oneself with the requirements and consequences of the various laws and to develop and roll out your organizations strategies and solutions should also not be underestimated. Develop a compliance strategy Companies should first develop the strategic direction of the compliance organization.

IT 95

IT Key Performance Indicator Risk Reporting 95

CIO Business Intelligence

NOVEMBER 5, 2024

An operationalized carbon-neutral strategy requires end-to-end visibility on climate data. Pursuing measurable results: Success with environmental sustainability requires making the organizational and cultural changes necessary to succeed and realize the potential financial and non-financial benefits.

Uncertainty 98

Uncertainty Measurement ROI Reporting 98

CIO Business Intelligence

NOVEMBER 21, 2024

Gartner’s prediction that CIOs can underestimate AI costs by 1,000% should be a wake-up call to CIOs to figure out how to measure and prioritize the AI projects that can provide value , Miller says. In many cases, small wins that show quick value may be a better bet than huge, high-risk projects, Miller advises.

Management 124

Management Interactive ROI Software 124

CIO Business Intelligence

NOVEMBER 14, 2023

Although some continue to leap without looking into cloud deals, the value of developing a comprehensive cloud strategy has become evident. Without a clear cloud strategy and broad leadership support, even value-adding cloud investments may be at risk. There are other risks, too. Why are we really going to cloud?

Strategy 145

Strategy Cost-Benefit IT Key Performance Indicator 145

CIO Business Intelligence

MARCH 19, 2025

SpyCloud , the leading identity threat protection company, today released its 2025 SpyCloud Annual Identity Exposure Report , highlighting the rise of darknet-exposed identity data as the primary cyber risk facing enterprises today. SpyClouds collection of recaptured darknet data grew 22% in the past year , now encompassing more than 53.3

Risk 52

Risk Reporting Measurement Enterprise 52

CIO Business Intelligence

OCTOBER 17, 2024

While tech debt refers to shortcuts taken in implementation that need to be addressed later, digital addiction results in the accumulation of poorly vetted, misused, or unnecessary technologies that generate costs and risks. million machines worldwide, serves as a stark reminder of these risks.

Risk 108

Risk Experimentation Testing Strategy 108

CIO Business Intelligence

NOVEMBER 2, 2023

Rapid advancements in artificial intelligence (AI), particularly generative AI are putting more pressure on analytics and IT leaders to get their houses in order when it comes to data strategy and data management. If you go out and ask a chief data officer, a head of IT, ‘Is your data strategy aligned?’, I need to know my forecast.

Data Strategy 137

Data Strategy Strategy Sales Data Governance 137

Smart Data Collective

DECEMBER 26, 2022

Let’s get started with a comprehensive cybersecurity strategy for your small business. The first step of a well-planned cybersecurity strategy is identifying the avenues of attack in your system. Before prioritizing your threats, risks, and remedies, determine the rules and regulations that your company is obliged to follow.

Strategy 137

Strategy Testing Risk Software 137