CIO Business Intelligence

MAY 24, 2024

During his 53-minute keynote, Nadella showcased updates around most of the company’s offerings, including new large language models (LLMs) , updates to Azure AI Studio , Copilot Studio , Microsoft Fabric , databases offerings , infrastructure , Power Platform , GitHub Copilot , and Microsoft 365 among others.

Uncertainty 111

Uncertainty Enterprise Modeling Software 111

CIO Business Intelligence

APRIL 1, 2024

However such fear, uncertainty, and doubt (FUD) can make it harder for IT to secure the necessary budget and resources to build services. Right-size your model(s). You may also choose to leverage retrieval augmented generation (RAG) to augment your model with domain-specific information, which may also reduce hallucinations.

Data Lake 142

Data Lake Consulting Uncertainty Risk 142

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

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

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 can help prevent overstocking or understocking, thus saving costs and optimizing resource use.

Management 115

Management Analytics Predictive Analytics Cost-Benefit 115

CIO Business Intelligence

OCTOBER 19, 2022

Better financial planning via EPM suite In order to help healthcare companies optimize financial and operational management, the company said it was launching planning capabilities that can model scenarios, determine future demand, optimize resources, and help users make better financial, workforce, and patient care decisions.

Uncertainty 105

Uncertainty Optimization Manufacturing Forecasting 105

CIO Business Intelligence

DECEMBER 4, 2023

From grapes to wine—a journey of uncertainty Wineries must consider many factors to achieve maximum efficiency, yield, and quality. In the Lourdes winery alone, there has been a 28% increase in capacity by optimizing the fermentation process in each of the 32 vats. First, there’s the life of the grapes.

Uncertainty 100

Uncertainty Digital Transformation Optimization Machine Learning 100

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 98

Uncertainty Cost-Benefit Risk Measurement 98

CIO Business Intelligence

MARCH 14, 2022

Hubbard defines measurement as: “A quantitatively expressed reduction of uncertainty based on one or more observations.”. This acknowledges that the purpose of measurement is to reduce uncertainty. And the purpose of reducing uncertainty is to make better decisions. I call this point data saturation.

Uncertainty 105

Uncertainty Measurement Cost-Benefit Optimization 105

CIO Business Intelligence

DECEMBER 6, 2023

In a world where macroeconomic uncertainty has become the new normal, being future-proof is no longer a ‘nice to have’. Those who are willing to make it central to their transformation journeys will open themselves up to new models and revenue streams that will become proof of their future promise. It’s easy to see why.

Forecasting 111

Forecasting Uncertainty Modeling Optimization 111

CIO Business Intelligence

JUNE 23, 2023

Respondents were asked about their current IT stressors, their approach to modernizing their IT infrastructure, and how they plan to become more efficient and optimized in the years ahead. It helps reduce risk, increase efficiency, optimize resources, and improve both the customer and employee experience.

IT 98

IT Risk Management Risk Optimization 98

CIO Business Intelligence

OCTOBER 23, 2023

In today’s uncertain economic landscape, it is no surprise that organizations are driven to optimize business costs. It’s a win-win scenario when moving to an as-a-service model. By embracing as-a-service offerings, organizations can accelerate their digital transformations and integrate sustainability into their operations.

Cost-Benefit 105

Cost-Benefit Uncertainty Digital Transformation Optimization 105

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 102

Manufacturing Business Objectives Cost-Benefit Optimization 102

O'Reilly on Data

JUNE 15, 2023

The world changed on November 30, 2022 as surely as it did on August 12, 1908 when the first Model T left the Ford assembly line. The creators of generative AI systems and Large Language Models already have tools for monitoring, modifying, and optimizing them. Would such a pause have made us better or worse off?

Metrics 284

Metrics Reporting Measurement Finance 284

CIO Business Intelligence

OCTOBER 11, 2023

While international conflict, economic uncertainty and climate change are affecting businesses of all kinds, energy companies and utilities are also dealing with aging infrastructure, constant cyberattacks, increased regulation and rising customer expectations. And by 2028, the AI spend is likely to more than quadruple to 14.257 billion USD.

Unstructured Data 137

Unstructured Data Uncertainty Risk Data Processing 137

CIO Business Intelligence

NOVEMBER 14, 2022

A DSS supports the management, operations, and planning levels of an organization in making better decisions by assessing the significance of uncertainties and the tradeoffs involved in making one decision over another. According to Gartner, the goal is to design, model, align, execute, monitor, and tune decision models and processes.

Data mining 144

Data mining Data-driven Statistics OLAP 144

CIO Business Intelligence

OCTOBER 4, 2022

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. Data Architecture, IT Leadership

Machine Learning 118

Machine Learning Data Architecture Uncertainty Data-driven 118

CIO Business Intelligence

JANUARY 17, 2023

Optimize cloud spend It’s a good time for CIOs to conduct a financial health check on their technology budget. That’s why one of the first moves to consider is optimizing your cloud spend. FinOps for cloud can help track and optimize this spending while reaping major benefits on top. That’s a core benefit of cloud.

Cost-Benefit 138

Cost-Benefit IT Uncertainty Optimization 138

CIO Business Intelligence

APRIL 27, 2023

At this time of dynamic business and market changes, uncertainty, and quickly evolving consumption models for IT infrastructure, every IT executive understands the benefits and necessity of network agility. turn this application off while not in use to increase network optimization by X percent).

Management 98

Management Internet of Things Cost-Benefit Uncertainty 98

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 98

IT Manufacturing Business Objectives Cost-Benefit 98

O'Reilly on Data

MARCH 31, 2020

Instead of writing code with hard-coded algorithms and rules that always behave in a predictable manner, ML engineers collect a large number of examples of input and output pairs and use them as training data for their models. Machine learning adds uncertainty. Models also become stale and outdated over time.

Management 333

Management Machine Learning Experimentation Metrics 333

CIO Business Intelligence

DECEMBER 18, 2023

A primary fear is that employees, partners, and organizational stakeholders might share everything from private data to source code into public large language models (LLMs), expose proprietary information and intellectual property, or reveal vulnerabilities to exploit. government’s attention.

Enterprise 119

Enterprise Management Risk Uncertainty 119

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 114

Modeling Forecasting Reporting Risk 114

CIO Business Intelligence

MAY 9, 2023

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?); A Cloud Experience Boosts Business Value As it happens, an as-a-Service model can help deliver the cloud experience you seek.

ROI 126

ROI Cost-Benefit KPI Uncertainty 126

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 105

Digital Transformation Cost-Benefit Informatics Data mining 105

The Unofficial Google Data Science Blog

APRIL 23, 2024

If the relationship of $X$ to $Y$ can be approximated as quadratic (or any polynomial), the objective and constraints as linear in $Y$, then there is a way to express the optimization as a quadratically constrained quadratic program (QCQP). Crucially, it takes into account the uncertainty inherent in our experiments.

Experimentation 52

Experimentation Optimization Uncertainty Metrics 52

Cloudera

JUNE 1, 2021

It also means we can complete our business transformation with the systems, processes and people that support a new operating model. . We must integrate and optimize the end-to-end data lifecycle for our customers, empowering them to focus on what really matters – extracting value from their data. Our strategy.

Uncertainty 144

Uncertainty Cost-Benefit Risk Strategy 144

CIO Business Intelligence

JANUARY 11, 2023

Noteworthy companies like Airbnb, Uber, and Apple innovated through major technology breakthroughs, but innovation doesn’t have to be a completely new business model. Fear of uncertainty: Business leaders need a certain amount of tolerance toward unpredictability (as evidenced by the recent global health crisis).

Enterprise 105

Enterprise Uncertainty Consulting Sales 105

CIO Business Intelligence

JANUARY 20, 2023

Coupled with today’s business dynamics, most organizations find this time the most optimal to modernize their network to meet growing and evolving needs. Given the many uncertainties and lessons learned from the pandemic, the one inevitable thing is change.

Uncertainty 101

Uncertainty Reporting Consulting Data-driven 101

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 90

Cost-Benefit Modeling Manufacturing Interactive 90

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 141

Risk Manufacturing Enterprise Technology 141

erwin

MAY 6, 2020

In these times of great uncertainty and massive disruption, is your enterprise data helping you drive better business outcomes? The COVID-19 pandemic has forced organizations to tactically adjust their business models, work practices and revenue projections for the short term.

Cost-Benefit 94

Cost-Benefit Data Governance Uncertainty Data-driven 94

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 used row-level security with tag-based rules in QuickSight to restrict data on a per-user basis.

Metrics 98

Metrics Dashboards Interactive Visualization 98

CIO Business Intelligence

JANUARY 4, 2023

Here are the shifts we noted: Delivery Models : Moving from an almost strictly on-premises systems approach (with some remote access services), HPC is embracing remote delivery models. Due to the rapid growth in data sizes, there’s an increased need for HPC solutions that can run large training models.

Cost-Benefit 59

Cost-Benefit Machine Learning Modeling Uncertainty 59

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 116

Cost-Benefit Risk Uncertainty Technology 116

DataRobot Blog

MARCH 17, 2022

Businesses today operate under greater pressure and greater uncertainty than ever before. At DataRobot, we also know that business apps can only enable our customers to nimbly act on insights when the data driving the models can be trusted. Without data, you can’t have insights or models in production. DataRobot AI Cloud 8.0

Forecasting 52

Forecasting Machine Learning Uncertainty Data-driven 52

Timo Elliott

JANUARY 4, 2021

First, because uncertainty exploded. We’re no longer talking about tinkering at the margins of a stable business model. It’s now about using data for survival in the present and new business models in the future. Dashboards and analytics have been around for a long, long time. But recently, there has been a surge in demand.

Dashboards 139

Dashboards Visualization Data-driven Forecasting 139