Jedox

APRIL 21, 2020

In the face of unprecedented uncertainty, the question is how to quickly evaluate risk, opportunities and competitively allocate capital. To understand the marginal impact of changes you need an analytical framework that measures shifts from baseline scenarios. In the face of uncertainty, investor relations are paramount.

Uncertainty 52

Uncertainty Modeling Management Finance 52

CIO Business Intelligence

NOVEMBER 5, 2024

Dealing with uncertain economic environments, which can distract from sustainability issues: Energy prices, price inflation, and geopolitical tensions continue to fluctuate, and that uncertainty can impact focus on environmental sustainability. So far, however, companies seem to be staying the course.

Uncertainty 98

Uncertainty Measurement ROI Reporting 98

CIO Business Intelligence

DECEMBER 26, 2023

As a first step toward reducing uncertainty and surprise in 2024, I suggest CIOs take baby steps to operationalize learning by leaning into this briefing structure. Uncertainty is Certain A key reason to do this is because uncertainty abounds. There are a wide range of possible outcomes in 2024.

Uncertainty 111

Uncertainty Forecasting Technology Strategy 111

CIO Business Intelligence

MARCH 14, 2022

In How to Measure Anything , Douglas Hubbard offers an alternative definition of “measurement” to the Oxford English Dictionary’s “the size, length, or amount of something.” Hubbard defines measurement as: “A quantitatively expressed reduction of uncertainty based on one or more observations.”.

Uncertainty 105

Uncertainty Measurement Cost-Benefit Optimization 105

CIO Business Intelligence

JANUARY 11, 2024

To get back in front, IT leaders will have to transform lessons learned from 2023 into actionable, adaptable processes, as veteran technology pros have been remarkably consistent in identifying global and economic uncertainties as key challenges for IT leaders to anticipate in 2024 as well.

IT 133

IT Uncertainty Cost-Benefit Strategy 133

Rocket-Powered Data Science

FEBRUARY 15, 2023

Those F’s are: Fragility, Friction, and FUD (Fear, Uncertainty, Doubt). Another perspective on technology-induced business disruption (including ChatGPT deployments) is to consider the three F’s that affect (and can potentially derail) such projects. Fragility occurs when a built system is easily “broken” when some component is changed.

Strategy 290

Strategy Experimentation Uncertainty Machine Learning 290

DataRobot

AUGUST 5, 2021

AI and Uncertainty. Some people react to the uncertainty with fear and suspicion. Recently published research addressed the question of “ When Does Uncertainty Matter?: Understanding the Impact of Predictive Uncertainty in ML Assisted Decision Making.”. People are unsure about AI because it’s new. AI you can trust.

Uncertainty 98

Uncertainty Sales Risk Statistics 98

O'Reilly on Data

JUNE 15, 2023

If we want prosocial outcomes, we need to design and report on the metrics that explicitly aim for those outcomes and measure the extent to which they have been achieved. But alignment will be impossible without robust institutions for disclosure and auditing. That is a crucial first step, and we should take it immediately.

Metrics 290

Metrics Reporting Measurement Finance 290

CIO Business Intelligence

JUNE 24, 2024

Yet throughout the evening, the common denominator was the need to reduce uncertainty and manage risk. At a recent supper roundtable in London, convened by the endpoint and IT management vendor NinjaOne , attendees discussed some of the industry’s most complex issues. Here are five main takeaways from the event.

IT 98

IT Uncertainty Manufacturing Data Processing 98

CIO Business Intelligence

APRIL 25, 2022

Collaboration introduces inevitable uncertainty into the process. And the invading Waterfall taskmasters hidden in Scrum’s Trojan Horse absolutely hate uncertainty.) Separating, isolating, and confining people is never going to solve away the uncertainty. The butterfly effect breeds bugs. There’s a balance to be kept, of course.

Uncertainty 105

Uncertainty Software Measurement Interactive 105

CIO Business Intelligence

APRIL 18, 2023

Information, according to the mathematical theory that bears its name, reduces uncertainty. In this way, the information I have given you has cut your uncertainty in half. And yet when it comes to reading about our industry, content that too often fails to reduce our uncertainty about a subject in any useful way.

Uncertainty 59

Uncertainty IT Measurement Technology 59

CIO Business Intelligence

FEBRUARY 8, 2024

The global IT services industry is at a significant crossroads, with the explosive growth of generative AI and deepening economic uncertainties reshaping its future. Although there are efforts to boost industries such as semiconductors, there is much uncertainty about when the impact may be seen.

IT 98

IT Uncertainty Consulting Forecasting 98

The Unofficial Google Data Science Blog

APRIL 23, 2024

the weight given to Likes in our video recommendation algorithm) while $Y$ is a vector of outcome measures such as different metrics of user experience (e.g., Crucially, it takes into account the uncertainty inherent in our experiments. Figure 2: Spreading measurements out makes estimates of model (slope of line) more accurate.

Experimentation 52

Experimentation Optimization Uncertainty Metrics 52

Cloudera

DECEMBER 3, 2021

This involves identifying, quantifying and being able to measure ethical considerations while balancing these with performance objectives. Systems should be designed with bias, causality and uncertainty in mind. Uncertainty is a measure of our confidence in the predictions made by a system. System Design. Model Drift.

Uncertainty 101

Uncertainty Measurement Metrics Risk 101

CIO Business Intelligence

AUGUST 7, 2023

As IT leaders feel pressure from the C-Suite to be more efficient, as well as cut costs and optimize resources, respondents of the survey ranked faster DevOps processes, automated processes, and increasing overall output as the top three measures that would be most impactful to increasing efficiency. Digital Transformation

IT 98

IT Uncertainty Optimization Cost-Benefit 98

CIO Business Intelligence

OCTOBER 4, 2022

In the new report, titled “Digital Transformation, Data Architecture, and Legacy Systems,” researchers defined a range of measures of what they summed up as “data architecture coherence.” He specializes in removing fear, uncertainty, and doubt from strategic decision-making through empirical data and market sensing.

Machine Learning 118

Machine Learning Data Architecture Uncertainty Data-driven 118

CIO Business Intelligence

NOVEMBER 12, 2024

Measure the impact of software developers by how teams meet release commitments, promote design peer reviews, and demonstrate the impacts of experimentation. When changes are made without transparency or input from the team, it breeds uncertainty and resentment.

IT 139

IT Digital Transformation Management Experimentation 139

DataRobot

AUGUST 30, 2021

Humility Means Recognizing Uncertainty. Recognizing and admitting that uncertainty is a major step in establishing trust. A prediction might also be less certain when confronting data measurably dissimilar from the data it was trained on. That is exactly what we mean by humility in AI. Conclusion. AI you can trust.

Uncertainty 90

Uncertainty Modeling Measurement Software 90

CIO Business Intelligence

APRIL 16, 2024

However, the NextGen business leaders of family businesses showed uncertainty about the present owners’ and decision makers’ ability to fathom the power of digital transformation. An earlier PwC Global CEO Survey 2024 showed that 70% of business leaders believe GenAI will significantly transform future businesses and the future of businesses.

Reporting 105

Reporting Digital Transformation Uncertainty Measurement 105

CIO Business Intelligence

JUNE 23, 2023

The importance of efficiency, optimization, and risk reduction When asked how they measure success within their organizations, respondents noted increased efficiency (71%), optimized resources (67%), and reduced risk (63%). Risk Management: Risk management is a critical focus for technology professionals.

IT 98

IT Risk Management Risk Optimization 98

IBM Big Data Hub

MARCH 25, 2024

Get the study: The Revolutionary Content Supply Chain A content supply chain brings together people, processes, and technology to effectively plan, create, produce, launch, measure, and manage content. Modernizing a workflow to introduce a content supply chain means disruption and uncertainty.

Uncertainty 97

Uncertainty Cost-Benefit Risk Measurement 97

CIO Business Intelligence

JULY 23, 2023

EY recently found that in current economic and financial uncertainty, 94% of tech executives plan to increase their IT investment over the next year. Optimization also rose to the top of IT leaders’ lists: 67% measure success within their IT organization by better optimizing resources.

Optimization 95

Optimization IT Digital Transformation Uncertainty 95

CIO Business Intelligence

MAY 9, 2023

Like most CIOs you’ve no doubt leaned on ROI, TCO and KPIs to measure the business value of your IT investments. Those Three Big Acronyms are still important for fine-tuning your IT operations, but success today is increasingly measured in business outcomes. Maybe you’ve even surpassed expectations in each of these yardsticks.

ROI 126

ROI Cost-Benefit KPI Uncertainty 126

O'Reilly on Data

MARCH 31, 2020

Machine learning adds uncertainty. Underneath this uncertainty lies further uncertainty in the development process itself. There are strategies for dealing with all of this uncertainty–starting with the proverb from the early days of Agile: “ do the simplest thing that could possibly work.”

Management 339

Management Machine Learning Experimentation Metrics 339

CIO Business Intelligence

JULY 10, 2024

“Getting the right people with diverse skill sets and capabilities is critical, and then it’s about finding the right roles for those people and giving them clarity on the vision, strategy, and measures of success,” she says. Watch the full video below for more insights.

Strategy 118

Strategy Cost-Benefit Uncertainty Technology 118

IBM Big Data Hub

SEPTEMBER 11, 2023

Government executives face several uncertainties as they embark on their journeys of modernization. How to quantify the impact : Quantify, articulate and measure the expected long-term benefit of a capability to justify the investment. time (how much time is lost?)

Data-driven 85

Data-driven IT Measurement Cost-Benefit 85

CIO Business Intelligence

AUGUST 1, 2024

The measures take effect in stages: Affected companies have to follow the first rules in just six months. The implementation must not become a stalemate for companies: Long legal uncertainty , unclear responsibilities and complex bureaucratic processes in the implementation of the AI Act would hinder European AI innovation.

Risk 119

Risk Uncertainty Testing Digital Transformation 119

CIO Business Intelligence

FEBRUARY 26, 2024

Hot: Getting comfortable with uncertainty To address disruptions across multiple aspects of the business, organizations need to be able to pivot quickly, says DeVry University CIO Chris Campbell. Harvard’s McNulty says ongoing uncertainty is prompting more interest in futures and scenario planning.

IT 128

IT Uncertainty Strategy Testing 128

DataKitchen

SEPTEMBER 21, 2023

The uncertainty of not knowing where data issues will crop up next and the tiresome game of ‘who’s to blame’ when pinpointing the failure. After navigating the complexity of multiple systems and stages to bring data to its end-use case, the final product’s value becomes the ultimate yardstick for measuring success.

Testing 173

Testing Data Quality Predictive Modeling Metrics 173

CIO Business Intelligence

MARCH 18, 2024

The researchers discovered that workers who used three of these technologies — AI and machine learning software, wearable trackers for surveillance, and robotics — reported a lower level of health-related well-being, according to a widely used standardized measurement. using wearables, 20.8% AI software, and 23.7%

Technology 97

Technology Uncertainty Machine Learning Interactive 97

BI-Survey

FEBRUARY 14, 2022

Overnight, the impact of uncertainty, dynamics and complexity on markets could no longer be ignored. Local events in an increasingly interconnected economy and uncertainties such as the climate crisis will continue to create high volatility and even chaos. The COVID-19 pandemic caught most companies unprepared. BARC Recommendations.

Forecasting 52

Forecasting Uncertainty Measurement Cost-Benefit 52

CIO Business Intelligence

SEPTEMBER 20, 2023

They are afraid of failure and the uncertainty of knowledge work, and so that’s stressful. Agile is an amazing risk management tool for managing uncertainty, but that’s not always obvious.” The key is recognizing that planning must be an agile discipline, not a standalone activity performed independently of agile teams.

Digital Transformation 135

Digital Transformation Uncertainty Metrics Business Objectives 135

IBM Big Data Hub

JUNE 12, 2023

Maximize the optionality that hybrid multicloud brings to mitigate regulatory and technological uncertainty in your environment. Understand the immediate power and sustained value of great architecture with embedded security controls and continuous monitoring.

Strategy 85

Strategy Cost-Benefit Digital Transformation Uncertainty 85

Smart Data Collective

AUGUST 19, 2021

Businesses worldwide, especially SaaS businesses, have discovered that smart, measurable content marketing is the key to achieving their business goals. Then, you can simply plan, create, measure, optimize and repeat. Analytics opens up a whole new world for you and takes the uncertainty off identifying your target audience.

Marketing 134

Marketing Analytics Measurement Optimization 134

CIO Business Intelligence

JUNE 8, 2022

Digital disruption, global pandemic, geopolitical crises, economic uncertainty — volatility has thrown into question time-honored beliefs about how best to lead IT. Thriving amid uncertainty means staying flexible, he argues. . Tumultuous times redefine what constitutes success. The past few years in IT have exemplified this.

IT 133

IT Cost-Benefit Uncertainty Digital Transformation 133

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 300

Advertising Cost-Benefit ROI Machine Learning 300

Jet Global

MARCH 27, 2020

Now that every industry is facing a prolonged period of uncertainty, having access to accurate, up-to-date information is more critical than ever. With so much uncertainty on the horizon, everyone in the construction industry needs to be at the top of their game , especially in terms of finance and accounting.

Uncertainty 64

Uncertainty Metrics Finance Measurement 64