CIO Business Intelligence

APRIL 24, 2024

CIOs will need to focus on aligning AI-driven solutions with broader business strategies, ensuring seamless integration into existing processes while addressing potential challenges like data security and ethical AI use. Ensuring human oversight and rigorous quality checks can mitigate the risks associated with AI errors.”

Enterprise 117

Enterprise Digital Transformation Consulting Risk 117

CIO Business Intelligence

MAY 15, 2024

This was 12 months in which interest rates and inflation soared, and persistent business, economic, and geopolitical uncertainty weighed heavily on corporate strategy. GenAI has the potential to transform digital operations, even as it introduces possible new risks and ethical quandaries. Unfortunately, they didn’t get it.

Uncertainty 98

Uncertainty Risk Business Objectives Software 98

O'Reilly on Data

JANUARY 22, 2019

An exploration of three types of errors inherent in all financial models. At Hedged Capital , an AI-first financial trading and advisory firm, we use probabilistic models to trade the financial markets. All financial models are wrong. Clearly, a map will not be able to capture the richness of the terrain it models.

Modeling 134

Modeling Finance Uncertainty Data mining 134

IBM Big Data Hub

MARCH 25, 2024

This blog and the IBM Institute for Business Value study The Revolutionary Content Supply Chain aim to answer these questions to help executives and their employees to better understand the changing landscape in content creation and embrace the power of generative AI models when it comes to optimizing their content supply chains.

Uncertainty 103

Uncertainty Cost-Benefit Risk Measurement 103

CIO Business Intelligence

JANUARY 11, 2024

IT leaders understand that the models are only as good as the information on which they are educated. Our biggest blocker to unleashing the power of AI is uncertainty over the integrity of the dataset it’s working from,” Dan Cohen, CIO and director of operations at The Amenity Collective, says in the report. Artificial Intelligence

Enterprise 113

Enterprise Uncertainty Risk Management Reporting 113

bridgei2i

JUNE 2, 2020

Episode 7: The Impact of COVID-19 on Financial Services & Risk. The Impact of COVID-19 on Financial Services & Risk Management. I collaborate with multiple stakeholders across many global companies enabling high impact business transformation strategies, and guiding them in their analytics journey. Management.

Risk Management 128

Risk Management Risk Enterprise Management 128

The Unofficial Google Data Science Blog

APRIL 23, 2024

Crucially, it takes into account the uncertainty inherent in our experiments. Experiments, Parameters and Models At Youtube, the relationships between system parameters and metrics often seem simple — straight-line models sometimes fit our data well. It is a big picture approach, worthy of your consideration.

Experimentation 52

Experimentation Optimization Uncertainty Metrics 52

Cloudera

JUNE 1, 2021

Cloudera will benefit from the operating capabilities, capital support and expertise of Clayton, Dubilier & Rice (CD&R) and KKR – two of the most experienced and successful global investment firms in the world recognized for supporting the growth strategies of the businesses they back. Our strategy.

Uncertainty 144

Uncertainty Cost-Benefit Risk Strategy 144

Rocket-Powered Data Science

JULY 19, 2023

The ease with which such structured data can be stored, understood, indexed, searched, accessed, and incorporated into business models could explain this high percentage. Observability represents the business strategy behind the monitoring activities. These may not be high risk. They might actually be high-reward discoveries.

Data-driven 188

Data-driven Enterprise Analytics Machine Learning 188

O'Reilly on Data

MARCH 31, 2020

This means that the AI products you build align with your existing business plans and strategies (or that your products are driving change in those plans and strategies), that they are delivering value to the business, and that they are delivered on time. Machine learning adds uncertainty.

Management 332

Management Machine Learning Experimentation Metrics 332

IBM Big Data Hub

FEBRUARY 20, 2024

Climate models provide answers Human activities precipitated changes to the Earth’s climate in the 20th century and will largely determine the future climate. Global climate models have given climate scientists a set of expectations as to what the future could hold, both for the Earth at large and for specific regions.

Modeling 119

Modeling Forecasting Reporting Risk 119

CIO Business Intelligence

JUNE 23, 2023

It helps reduce risk, increase efficiency, optimize resources, and improve both the customer and employee experience. When asked what keeps them up at night, IT leaders noted the need to improve overall IT performance (60%), followed by data security (50%), process risk and compliance (46%), and the need to improve agility (41%).

IT 94

IT Risk Management Risk Optimization 94

CIO Business Intelligence

JUNE 25, 2023

By Bryan Kirschner, Vice President, Strategy at DataStax Bill Gates has seen (or, for that matter, caused) some profound advances in technology, so I don’t take a contrarian position lightly, but I think the way he describes his epiphany about the importance of AI is only half right. Learn more about how DataStax enables real-time AI here.

Finance 102

Finance Uncertainty Strategy Modeling 102

Cloudera

DECEMBER 3, 2021

Surely there are ways to comb through the data to minimise the risks from spiralling out of control. Systems should be designed with bias, causality and uncertainty in mind. For example, training an interview screening model using education data often contains gender information. Model Drift. System Design.

Uncertainty 97

Uncertainty Measurement Metrics Risk 97

CIO Business Intelligence

MAY 23, 2023

By extending our multi-cloud strategy, we will invest in extending Vmware’s software stack to run and manage workloads across private and public clouds, which means any enterprise can run application workloads easily, securely, and seamlessly on-prem, or in any cloud platform they prefer.

Uncertainty 130

Uncertainty Cost-Benefit Risk Technology 130

CIO Business Intelligence

MAY 9, 2023

Cloud-first strategy” became a cure-all for datacenter impediments, as well as an IT leader’s tentpole for digital transformation. As you navigate the intricacies of workload placement, you face many challenges such as: Economic uncertainty (the market is whipsawing); deficit in IT talent (do you honestly recall a time this wasn’t an issue?);

ROI 113

ROI Cost-Benefit KPI Uncertainty 113

O'Reilly on Data

SEPTEMBER 15, 2020

In my book, I introduce the Technical Maturity Model: I define technical maturity as a combination of three factors at a given point of time. Technical competence results in reduced risk and uncertainty. AI initiatives may also require significant considerations for governance, compliance, ethics, cost, and risk.

Cost-Benefit 293

Cost-Benefit Advertising ROI Machine Learning 293

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. People IT leaders are under enormous pressure to do more with less and create an IT department that can optimize their organization’s resources and reduce exposure to risk.

Optimization 70

Optimization IT Digital Transformation Uncertainty 70

CIO Business Intelligence

OCTOBER 18, 2023

If anything, 2023 has proved to be a year of reckoning for businesses, and IT leaders in particular, as they attempt to come to grips with the disruptive potential of this technology — just as debates over the best path forward for AI have accelerated and regulatory uncertainty has cast a longer shadow over its outlook in the wake of these events.

Risk 133

Risk Manufacturing Enterprise Technology 133

CIO Business Intelligence

FEBRUARY 24, 2023

Tanzu is a central part of VMware’s software portfolio and its multi-cloud strategy, and will remain that way after Broadcom’s acquisition of VMware closes. Air Force Software Factory is now self-sustaining, employing more than 1200 people who build mission critical systems that will increasingly leverage a multi-cloud strategy.

Software 102

Software Uncertainty Risk Cost-Benefit 102

IBM Big Data Hub

APRIL 18, 2024

While these large language model (LLM) technologies might seem like it sometimes, it’s important to understand that they are not the thinking machines promised by science fiction. Most experts categorize it as a powerful, but narrow AI model. A key trend is the adoption of multiple models in production.

Cost-Benefit 94

Cost-Benefit Modeling Manufacturing Interactive 94

CIO Business Intelligence

MARCH 9, 2023

In an IT marketplace marked by turbulence, inflation, and economic uncertainty, the process of contracting with vendors for technology products and services has gotten significantly more challenging for CIOs. Pricing models and metrics can also be complex, making it difficult to understand when additional costs might kick in, Alexander says.

Cost-Benefit 105

Cost-Benefit Risk Uncertainty Technology 105

BizAcuity

MARCH 18, 2019

The consumer lending business is centered on the notion of managing the risk of borrower default. Credit scoring systems and predictive analytics model attempt to quantify uncertainty and provide guidance for identifying, measuring and monitoring risk. Benefits of Predictive Analytics in Unsecured Consumer Loan Industry.

Predictive Analytics 83

Predictive Analytics Analytics Cost-Benefit Data mining 83

erwin

AUGUST 13, 2020

Here are some of the issues and questions being raised: Growth : How do we define growth strategies (e.g., managing risk vs ROI and emerging countries)? Customer Engagement : How can we better engage with customers including brand, loyalty, customer acquisition and product strategy? big data, analytics and insights)?

Enterprise 143

Enterprise Cost-Benefit Uncertainty ROI 143

CIO Business Intelligence

JULY 7, 2023

As an IT management framework, ITIL can help businesses manage risk, strengthen customer relations, establish cost-effective practices, and build a stable IT environment that allows for growth, scale, and change. This certification focuses on how IT influences and informs business strategy.

Cost-Benefit 97

Cost-Benefit Strategy Management Uncertainty 97

Jet Global

JUNE 30, 2020

During times of uncertainty, business leaders need to be able to assess the situation rapidly and move decisively to survive and thrive. Effective ROI modeling will incorporate best-case and worst-case scenarios, alongside a most-likely prediction of those underlying numbers. Shifting Business Models. Diversification and Risk.

ROI 59

ROI Uncertainty Finance Cost-Benefit 59

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 125

Digital Transformation Uncertainty Metrics Business Objectives 125

Cloudera

DECEMBER 11, 2020

Insurance and finance are two industries that rely on measuring risk with historical data models. To facilitate risk modeling in this new normal, agility and flexibility is required. Data Variety. This will only become more important as we move into 2021 and a post-pandemic new normal.

Insurance 91

Insurance Digital Transformation Unstructured Data Machine Learning 91

datapine

MAY 31, 2022

More and more CRM, marketing, and finance-related tools use SaaS business intelligence and technology, and even Adobe’s Creative Suite has adopted the model. We discussed already some of these cloud computing challenges when comparing cloud vs on premise BI strategies. The next part of our cloud computing risks list involves costs.

Risk 237

Risk Cost-Benefit Business Intelligence Data-driven 237

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 Belcorp operates under a direct sales model in 14 countries. Its brands include ésika, L’Bel, and Cyzone, and its products range from skincare and makeup to fragrances.

Digital Transformation 86

Digital Transformation Cost-Benefit Informatics Data mining 86

AWS Big Data

JUNE 27, 2023

With the solution we built using QuickSight, recruiters are given access to rich visualizations on interactive dashboards in real time, eliminating uncertainty about whether the information they are looking at is accurate. We build solutions that bring brands to life, making content and platforms work together.

Metrics 98

Metrics Dashboards Interactive Visualization 98

Jedox

OCTOBER 8, 2020

It’s about the preparation for a range of possible outcomes, the likelihood of each outcome, and developing corresponding strategies to maximize the long-term benefit. We are currently operating in an environment with a very high (if not the highest ever) level of VUCA, (Volatility, Uncertainty, Complexity, Ambiguity).

Uncertainty 75

Uncertainty Cost-Benefit Unstructured Data Data-driven 75

Jet Global

MAY 11, 2021

May 11, 2021 – In the early days of the pandemic, cash flow management took center stage for many businesses and risk management continues to be a priority this year as business leaders depend more than ever on finance teams for decision-making support. RALEIGH, N.C. – COVID-19 Response & Economic Recovery Indicators.

Finance 98

Finance Technology Forecasting Uncertainty 98

Jet Global

NOVEMBER 4, 2020

Effective transfer pricing in today’s business climate requires CFOs to pay close attention to the different variables affecting their transfer pricing strategies. Intangible-asset transactions present a challenge when organizations are quantifying prices and profits to serve their transfer pricing models. In the U.S.

Risk 98

Risk Uncertainty Sales Strategy 98

Jet Global

JULY 23, 2020

Fortunately, the level of uncertainty has fallen considerably, as many businesses are beginning to re-open, albeit with some restrictions and under capacity restrictions. F&A should be monitoring receivables closely, understanding which customers may be at risk, and taking an aggressive stance on collections. Continue to Run Lean.

Uncertainty 95

Uncertainty Finance Cost-Benefit Reporting 95

IBM Big Data Hub

OCTOBER 18, 2022

It’s more vexing than regulation, cyber risk, and even supply chain disruptions. Nearly all CEOs say they’re at least taking their first steps in piloting their sustainability strategy. Most admit uncertainty around ROI and nearly half struggle with adequate insights from their data. But many businesses have a long way to go.

Uncertainty 52

Uncertainty Strategy Measurement ROI 52

CIO Business Intelligence

FEBRUARY 13, 2023

Following the transaction close, solutions from the combined Broadcom and VMware will enable customers to create the multi-cloud environment they want — across public clouds, data centers and the edge — all while increasing choice and reducing risks around lock-in, control over data, critical operations, and rising costs.

IT 59

IT Uncertainty Sales Risk 59