CIO Business Intelligence

APRIL 11, 2023

Over the next five years, the healthcare industry is expected to go through dramatic changes as service providers expand value-based care models and equipment manufacturers strive to keep pace in a digital-first world. This means really emphasizing the business partnership and making sure we’re aligning with the business strategy.

Modeling 98

Modeling IT Strategy Uncertainty 98

CIO Business Intelligence

JULY 11, 2023

Bryan Kirschner, Vice President, Strategy at DataStax Ignoring the potential of generative AI to increase productivity is a surefire way to fall behind as an individual, a team, and an organization. The most powerful framework I’ve found for effective strategic thinking is what Roger Martin calls the “strategy choice cascade.”

Strategy 72

Strategy Uncertainty Data-driven Consulting 72

CIO Business Intelligence

JULY 31, 2023

They note, too, that CIOs — being top technologists within their organizations — will be running point on those concerns as companies establish their gen AI strategies. Here’s a rundown of the top 20 issues shaping gen AI strategies today. How has, say, ChatGPT hit your business model?” This is an issue for CIOs.

Strategy 97

Strategy Risk Enterprise Risk Management 97

CIO Business Intelligence

APRIL 1, 2024

The research cited a lack of talent and skills to work with the technology (62%), unclear AI and GenAI investment priorities (47%), and the absence of a strategy for responsible AI (41%) as the top three obstacles. Reach consensus on strategy. Right-size your model(s). But how do you get there? This playbook can help.

Data Lake 128

Data Lake Consulting Uncertainty Risk 128

CIO Business Intelligence

AUGUST 1, 2023

But we don’t necessarily see this with AI-driven models, in which the return on scale can continue to climb to previously unheard-of levels. The easiest decision at the intersection of business and technology strategy you will ever need to make about AI is to commit to ensuring your tech stack will never constrain the scale you can achieve.

Strategy 52

Strategy Data-driven Interactive Uncertainty 52

CIO Business Intelligence

APRIL 22, 2024

Broadcom engaged with VMware customers as it reworked a go-to-market strategy for the VMware Cloud Foundation (VCF), its comprehensive private cloud offering. Early in this process, I concluded that the previous go-to-market model was too complex and costly for VMware and its customers,” Tan wrote. “It What else might change?”

Marketing 115

Marketing Uncertainty Strategy Digital Transformation 115

CIO Business Intelligence

MARCH 26, 2024

Mr. Cao elaborated that it taps into large artificial intelligence (AI) models to visualise correlations as well as changes to networks, traffic and applications in real time. The Huawei leader emphasised the inevitability of the world moving into a digital era and cautioned businesses of the uncertainty they will face.

Strategy 59

Strategy Uncertainty Finance Digital Transformation 59

CIO Business Intelligence

JANUARY 11, 2024

2023 was a year made notable by a range of unexpected, unpredictable, and fast-moving challenges that, despite seemingly having little to do with technology, had profound impacts on IT strategies. To guide an organization through uncertainty, IT leaders must help ensure everyone in the company is on the same page, Srivastava says.

IT 126

IT Uncertainty Cost-Benefit Strategy 126

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

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.

Enterprise 120

Enterprise Digital Transformation Consulting Risk 120

CIO Business Intelligence

FEBRUARY 26, 2024

CIOs and others who manage technology teams are advised to see beyond the churn of constant upskilling, and consider what people excel at: creativity and critical thinking, business strategy, and building strong relationships that increase employee satisfaction while boosting the organization’s performance.

IT 128

IT Uncertainty Strategy Testing 128

CIO Business Intelligence

FEBRUARY 23, 2024

The completion of such transformative EV and hydrogen fuel cell engineering — amid uncertainty about which technology will prevail as the industry standard — reflects the one constant American Honda’s VP of IT Bob Brizendine has confronted throughout his 36 years with the company: an ever-changing, winding road that never slows down.

IT 122

IT Manufacturing Unstructured Data Strategy 122

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 88

IT Uncertainty Consulting Forecasting 88

Smart Data Collective

OCTOBER 6, 2023

Data analytics technology has helped retail companies optimize their business models in a number of ways. One of the biggest benefits of data analytics is that it helps companies improve stability during times of uncertainty. This might involve hiring additional staff, increasing production, or putting in place contingency strategies.

Management 118

Management Analytics Predictive Analytics Cost-Benefit 118

CIO Business Intelligence

APRIL 28, 2023

Continuing with current cloud adoption plans is a risky strategy because the challenges of managing and securing sensitive data are growing. As it becomes a dominant IT operating model, critical data is finding its way into the cloud. Businesses cannot afford to maintain this status quo amid rising sovereignty concerns.

Uncertainty 86

Uncertainty Business Driver Data Processing Data-driven 86

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

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 107

Finance Uncertainty Strategy Modeling 107

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 118

Enterprise Uncertainty Risk Management Reporting 118

CIO Business Intelligence

SEPTEMBER 13, 2023

By Bryan Kirschner, Vice President, Strategy at DataStax As a software developer and coding instructor, Ania Kubow is always informative and engaging. Gearing up to build an app that taps the power of highly capable foundation models is not hard for any modern developer.

Uncertainty 92

Uncertainty Interactive Strategy Machine Learning 92

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

OCTOBER 4, 2022

By Bryan Kirschner, Vice President, Strategy at DataStax. They identified two architectural elements for processing and delivering data: the “data platform,” which covers the sourcing, ingestion, and storage of data sets, and the “machine learning (ML) system,” which trains and productizes predictive models using input data.

Machine Learning 105

Machine Learning Data Architecture Uncertainty Data-driven 105

IBM Big Data Hub

DECEMBER 16, 2022

Over the last week, millions of people around the world have interacted with OpenAI’s ChatGPT, which represents a significant advance for generative artificial intelligence (AI) and the foundation models that underpin many of these use cases. How can we ensure that these models are being used responsibly?

Uncertainty 115

Uncertainty Metadata Modeling Data Collection 115

Jedox

JANUARY 3, 2023

In times of uncertainty and change, technology can drive our ability to adapt quickly. Geopolitical tensions could cause rapid change across the economy, requiring organizations to change strategies quickly, re-forecast often, and use multiple scenario planning with all information available. Technology is a talent magnet.

Uncertainty 81

Uncertainty Forecasting Finance Data-driven 81

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.

Data-driven 186

Data-driven Enterprise Analytics Machine Learning 186

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

NOVEMBER 2, 2023

They tend to utilize a castle-and-moat security strategy focused on the network perimeter. We even copied that perimeter defense strategy to our cloud environments by building virtual firewalls to control access to those applications. This model slows productivity, increases employee churn, and allows competitors to outpace us.

Digital Transformation 139

Digital Transformation Business Driver Uncertainty Strategy 139

CIO Business Intelligence

JANUARY 9, 2023

Three years ago, IT leaders were squarely focused on how to adopt fledgling AI techniques and approaches into their business models in service of digital transformations that included plans for shifting some workloads to the cloud. How do you future-proof your business in the face of so much uncertainty?

IT 145

IT Uncertainty Cost-Benefit Digital Transformation 145

Cloudera

DECEMBER 3, 2021

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. As discussed in this article , model design can also be a source of bias too. Model Drift. System Design. Human Judgement & Oversight.

Uncertainty 97

Uncertainty Measurement Metrics Risk 97

BA Learnings

JANUARY 23, 2024

The rise of technology tools in the BA space has contributed to amazing levels of efficiency, where the technology can do a lot of the heavy lifting for you when it comes to running models, formulae, and crunching numbers. As mentioned before, your focus will increasingly be an interpretation of what this all means.

Business Analysis 130

Business Analysis Uncertainty Reporting Management 130

CIO Business Intelligence

MARCH 8, 2023

Enterprises driving toward data-first modernization need to determine the optimal multicloud strategy, starting with which applications and data are best suited to migrate to cloud and what should remain in the core and at the edge. A hybrid approach is clearly established as the optimal operating model of choice.

Manufacturing 82

Manufacturing Business Objectives Cost-Benefit Optimization 82

CDW Research Hub

DECEMBER 28, 2021

F5 presents this annual award to the partner that best exemplifies alignment with F5’s strategies and success in driving new business through collaboration. Sirius’ early adoption of F5 strategies and solutions, investment in early access to resources and role as change agent were instrumental in this selection.

Uncertainty 96

Uncertainty Sales Strategy Enterprise 96

CIO Business Intelligence

DECEMBER 4, 2023

By Bryan Kirschner, Vice President, Strategy at DataStax One of the major findings of our recently released State of AI Innovation report was how bullish managers and technical practitioners were about generative AI enhancing, rather than threatening, their careers. About Bryan Kirschner : Bryan is Vice President, Strategy at DataStax.

Uncertainty 80

Uncertainty Strategy Data-driven Consulting 80

CIO Business Intelligence

AUGUST 5, 2022

Enterprises driving toward data-first modernization need to determine the optimal multicloud strategy, starting with which applications and data are best suited to migrate to cloud and what should remain in the core and at the edge. A hybrid approach is clearly established as the optimal operating model of choice.

IT 92

IT Manufacturing Business Objectives Cost-Benefit 92

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 118

ROI Cost-Benefit KPI Uncertainty 118

CIO Business Intelligence

JANUARY 17, 2023

In almost every case, there’s an increased need for data insight and technology-enabled agility to reaffirm technology’s position at the center of investment strategy in order to achieve organizational growth. Not necessarily.

Cost-Benefit 138

Cost-Benefit IT Uncertainty Optimization 138

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. Amid today’s uncertain economy, digital transformation is arguably more important than ever to remain afloat, not just competitive.

Optimization 74

Optimization IT Digital Transformation Uncertainty 74