Jet Global

JUNE 30, 2020

CFOs have an opportunity to play a key role in positioning their companies for a successful rebound by carefully assessing return on investment (ROI) and helping the C-suite make the right capital investments. ROI Analysis. Diversification and Risk. In good times, risk tolerance is relatively high.

ROI 59

ROI Uncertainty Finance Cost-Benefit 59

CIO Business Intelligence

MARCH 10, 2023

These, in turn, have brought with them an increase in new threats, risks, and cybercrime. As organizations emerge post-pandemic, many of the risks and uncertainties manifested during that period will persist, including the hybrid workforce, supply chain risk, and other cybersecurity challenges.

Digital Transformation 143

Digital Transformation Cost-Benefit ROI Risk 143

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. Of late, concerns about the public “cloud-first” approach have emerged to challenge business value and skewer ROI, TCO and KPIs. Maybe you’ve even surpassed expectations in each of these yardsticks.

ROI 126

ROI Cost-Benefit KPI Uncertainty 126

Smart Data Collective

FEBRUARY 14, 2023

The good news is that predictive analytics technology is making it easier for people to boost their ROI and tweak their portfolios to align with their investment goals. Before you can create a strategy, you must determine your risk tolerance. There are a few things to consider when weighing your risk tolerance.

Predictive Analytics 132

Predictive Analytics Management Analytics Uncertainty 132

CIO Business Intelligence

AUGUST 22, 2024

Even with global economic uncertainties, organizations that aren’t investing in AI risk getting left behind, he adds. Stone also predicts IT spending to increase at many organizations as they focus on modernizing outdated systems, reducing technical debt, creating new revenue streams, and building the foundation to adopt gen AI.

Strategy 134

Strategy IT Uncertainty Software 134

CIO Business Intelligence

APRIL 24, 2024

The announcement comes amid reluctance among some CIOs regarding the ROI of generative AI copilots. AI concerns remain While the collaboration between Microsoft and Cognizant might help CIOs better integrate generative AI into their enterprise strategies, its use still carries uncertainties, Marr said.

Enterprise 128

Enterprise Digital Transformation Consulting Uncertainty 128

erwin

AUGUST 13, 2020

managing risk vs ROI and emerging countries)? Compliance and Legislation : How do we manage uncertainty around legislative change (e.g., Here are some of the issues and questions being raised: Growth : How do we define growth strategies (e.g., M&A, new markets, products and businesses). big data, analytics and insights)?

Enterprise 143

Enterprise Cost-Benefit Uncertainty ROI 143

The Unofficial Google Data Science Blog

DECEMBER 4, 2019

This classification is based on the purpose, horizon, update frequency and uncertainty of the forecast. The ROI of human involvement When it comes to human involvement, the key difference is in the magnitude of costs associated with any one forecast cycle. This defines the ROI on the investment of human time.

Forecasting 115

Forecasting Data Science Statistics Uncertainty 115

Domino Data Lab

MAY 15, 2019

Pete recommends bringing in ML experts and data scientists early in the process as well as “creating a chart of impact and ease, then ranking projects by ROI” when iterating on which features or projects to prioritize. Addressing the Uncertainty that ML Adds to Product Roadmaps.

Machine Learning 111

Machine Learning Management Experimentation Uncertainty 111

CIO Business Intelligence

JULY 23, 2024

Gen AI can still hallucinate, even if tuned, creating a level of uncertainty when more traditional tools would be more consistent. It’s a scary level of uncertainty and risk, and that makes it difficult to use as a rip and replace for existing technologies.”

Uncertainty 131

Uncertainty Machine Learning Business Intelligence Marketing 131

CIO Business Intelligence

APRIL 6, 2022

If anything, the past few years have shown us the levels of uncertainty we are facing. While enterprises invest in innovation, key challenges such as successful sustenance, ROI realization, scaling and accelerating still remain. . Accelerate Innovation.

Experimentation 103

Experimentation Uncertainty Data Lake Enterprise 103

CIO Business Intelligence

DECEMBER 5, 2023

Economic uncertainty, increased competition, sustainability concerns, shareholder expectations, and regulatory challenges are also top of mind. CIOs should also periodically review projects in play to reprioritize them based on anticipated ROI and feasibility, says 11:11’s Pratt. But it’s not the only one.

IT 138

IT Cost-Benefit Digital Transformation ROI 138

CIO Business Intelligence

APRIL 11, 2023

Does this create any pressures on you and your IT organization to complete projects more quickly and with less risk involved? A lot of IT organizations are being asked to minimize risk and focus on projects that deliver a definable and maximum ROI. Betadam: This is why agile is important for our entire organization.

Modeling 98

Modeling IT Strategy Uncertainty 98

Timo Elliott

MARCH 6, 2023

He explains that automation and innovation have become critical as the world experiences supply chain disruptions, inflation, extreme weather events, worker shortages, and uncertainty. However, he also acknowledged the risk of chaos if businesses give too much power to their employees.

Machine Learning 111

Machine Learning Cost-Benefit Uncertainty Data Warehouse 111

CIO Business Intelligence

JUNE 28, 2023

These circumstances have induced uncertainty across our entire business value chain,” says Venkat Gopalan, chief digital, data and technology officer, Belcorp. “As Finally, our goal is to diminish consumer risk evaluation periods by 80% without compromising the safety of our products.” This allowed us to derive insights more easily.”

Digital Transformation 105

Digital Transformation Cost-Benefit Informatics Data mining 105

IBM Big Data Hub

SEPTEMBER 11, 2023

Government executives face several uncertainties as they embark on their journeys of modernization. Each recommendation was grounded in the user research conducted and validated to render significant return on investment (ROI) to the business mission of AZDCS.

Data-driven 85

Data-driven IT Measurement Cost-Benefit 85

CIO Business Intelligence

DECEMBER 10, 2024

Her savvy is a good reminder for enterprise CFOs on the importance of diversifying revenue sources to reduce risk and ensure stability. Successful CFOs know that in the dynamic world of finance, strong negotiation skills are of pivotal importance to managing risk, driving growth, and accelerating profitability.

Recreation/Entertainment 52

Recreation/Entertainment Data-driven Cost-Benefit Uncertainty 52

CIO Business Intelligence

MARCH 9, 2022

I definitely think that investors tend to have a risk perception around women,” says Dr. Aisha Pandor, co-founder of SweepSouth, an online platform for booking, paying for and managing home cleaning services. Aisha Pandor. “I Five35 Ventures’ name aligns with the organisation’s mission, Vallabh says. “If

Uncertainty 111

Uncertainty Technology ROI Manufacturing 111

IBM Big Data Hub

APRIL 18, 2024

Beyond cost savings, organizations seek tangible ways to measure gen AI’s return on investment (ROI), focusing on factors like revenue generation, cost savings, efficiency gains and accuracy improvements, depending on the use case. The AGI would need to handle uncertainty and make decisions with incomplete information.

Cost-Benefit 89

Cost-Benefit Manufacturing Modeling Interactive 89

IBM Big Data Hub

OCTOBER 18, 2022

It’s more vexing than regulation, cyber risk, and even supply chain disruptions. Most admit uncertainty around ROI and nearly half struggle with adequate insights from their data. It’s the most frequently identified challenge CEOs expect to face over the next two to three years.

Uncertainty 52

Uncertainty Strategy Measurement Digital Transformation 52

Domino Data Lab

JUNE 23, 2019

And then you’ll do a lot of work to get it out and then there’ll be no ROI at the end. This really rewards companies with an experimental culture where they can take intelligent risks and they’re comfortable with those uncertainties. People want to just dip their toes in and do a small sample project.

Management 110

Management Machine Learning Experimentation Metrics 110

CIO Business Intelligence

JULY 10, 2024

And as gen AI is deployed by more companies, especially for high-risk, public-facing use cases, we’re likely to see more examples like this. But only 33% of respondents said they’re working to mitigate cybersecurity risks, down from 38% last year. But plans are progressing slower than anticipated because of associated risks,” she says.

Enterprise 136

Enterprise Risk Modeling Risk Management 136

Insight

FEBRUARY 19, 2020

Using variability in machine learning predictions as a proxy for risk can help studio executives and producers decide whether or not to green light a film project Photo by Kyle Smith on Unsplash Originally posted on Toward Data Science. The ROI is simply the fraction of the budget that the movie makes back at the box office (i.e.,

Risk 67

Risk ROI Modeling Metrics 67

CIO Business Intelligence

JANUARY 23, 2025

While building from scratch is out of reach for most, consumption-based models allow CIOs to implement AI incrementally with more measurable ROI. That uncertainty creates a challenge for risk-averse companies that must work within budget constraints. Premium pricing for gen AI services is another CIO concern, IDC and CIOs note.

Strategy 126

Strategy Cost-Benefit ROI Risk 126

CIO Business Intelligence

DECEMBER 5, 2024

The high uncertainty rate around AI project success likely indicates that organizations haven’t established clear boundaries between proprietary information, customer data, and AI model training.” This uncertainty can lead to wasted resources and even more importantly, missed opportunities for improvement.”

Metrics 124

Metrics Uncertainty Consulting KPI 124

CIO Business Intelligence

FEBRUARY 25, 2025

Typically, election years bring fear, uncertainty, and doubt, causing a slowdown in hiring, Doyle says. AI adoption, IT outsourcing, and cybersecurity risks are fundamentally reshaping expectations. Cloud security and third-party risk is also a must, with bad actors becoming more sophisticated, Hackley says.

Uncertainty 126

Uncertainty Cost-Benefit Data-driven Marketing 126

CIO Business Intelligence

DECEMBER 31, 2024

As AI technologies evolve, organizations can utilize frameworks to measure short-term ROI from AI initiatives against key performance indicators (KPIs) linked to business objectives, says Soumendra Mohanty, chief strategy officer at data science and AI solutions provider Tredence.

Management 139

Management Key Performance Indicator Business Objectives Digital Transformation 139

CIO Business Intelligence

JANUARY 29, 2025

Push too hard, and you risk burnout; play it too safe and stifle growth. Play the long game and create option value Short-term thinking like focusing solely on three-year ROI creates technical debt and kills innovation. Like Apollo 11, it challenges us to lead boldly through uncertainty to reach something extraordinary.

Uncertainty 127

Uncertainty Technology Strategy ROI 127

Timo Elliott

FEBRUARY 7, 2025

Economic uncertainty, geopolitical instability, and the explosion of AI-driven initiatives mean that enterprise architects must redefine their roles to remain relevant and valuable. Mistake #3: Lack of Financial Acumen The Problem: CEOs and CFOs are increasingly focused on maximizing ROI from digital investments.

Enterprise 52

Enterprise IT Digital Transformation Cost-Benefit 52

O'Reilly on Data

APRIL 15, 2025

Error analysis: the single most valuable activity in AI development and consistently the highest-ROI activity. This approach gives stakeholders clear decision points while acknowledging the inherent uncertainty in AI development. Error analysis consistently reveals the highest-ROI improvements. The alternative?

Experimentation 317

Experimentation Testing Metrics Measurement 317