CIO Business Intelligence

MAY 21, 2024

With this model, patients get results almost 80% faster than before. Next, Northwestern and Dell will develop an enhanced multimodal LLM for CAT scans and MRIs and a predictive model for the entire electronic medical record. Currently, text-only LLMs require tremendous compute power.

IT 131

IT Cost-Benefit Experimentation Forecasting 131

CIO Business Intelligence

JUNE 20, 2022

To date, the company, which primarily manufactures elevators for corporate buildings but also has some residential units in its portfolio, also reports a reduction in technician site visits of between 10% and 15% and a drop in call backs of between 10% and 20%. Analytics, CIO 100, Internet of Things, Manufacturing Industry

Internet of Things 105

Internet of Things IoT Manufacturing Machine Learning 105

DataRobot

NOVEMBER 1, 2021

Practitioners in the AI space are focused on the speed and accuracy of model predictions. But the end game for the applicability of models is not in the predictions, but the decisions they enable, and predictive models alone don’t ensure better decisions. Should the manufacturer replace the part now or wait?

Machine Learning 98

Machine Learning Manufacturing Predictive Modeling Optimization 98

CIO Business Intelligence

JULY 17, 2023

Being a company’s first CIO provides room to make your mark, and Generac Power Systems’ Tim Dickson has done just that, moving swiftly to help transform the backup generator manufacturer into an energy technology company. Most manufacturers do not have their data consolidated,” the CIO explains.

IoT 98

IoT Manufacturing Digital Transformation Sales 98

CIO Business Intelligence

MARCH 22, 2022

Nvidia is hoping to make it easier for CIOs building digital twins and machine learning models to secure enterprise computing, and even to speed the adoption of quantum computing with a range of new hardware and software. Nvidia claims it can do so up to 45,000 times faster than traditional numerical prediction models.

Modeling 144

Modeling Machine Learning Forecasting Optimization 144

Smart Data Collective

APRIL 21, 2022

More solar manufacturers are turning to the IoT to get the most output for their customers. Since there is enough historical data, the energy companies can apply analytical and predictive models to calculate power generation rates under certain weather conditions. Many industries are helping drive growth for the IoT.

IoT 126

IoT Internet of Things Forecasting Predictive Modeling 126

O'Reilly on Data

SEPTEMBER 19, 2023

While data scientists were no longer handling Hadoop-sized workloads, they were trying to build predictive models on a different kind of “large” dataset: so-called “unstructured data.” And it was good. For a few years, even. But then we hit another hurdle. The mess is far from over.

Machine Learning 291

Machine Learning Testing Modeling Cost-Benefit 291

CIO Business Intelligence

SEPTEMBER 2, 2022

In fact, if you watch a network news program covering a skirmish somewhere in the world and spot a formidable-looking vehicle in the background, odds are it was manufactured by the defense division of this innovative company, based in Oshkosh, Wisc. The pandemic falls into the macro-level because we really can’t predict those kinds of events.

Uncertainty 98

Uncertainty Manufacturing Data-driven Business Intelligence 98

CIO Business Intelligence

SEPTEMBER 2, 2022

In fact, if you watch a network news program covering a skirmish somewhere in the world and spot a formidable-looking vehicle in the background, odds are it was manufactured by the defense division of this innovative company, based in Oshkosh, Wisc. The pandemic falls into the macro-level because we really can’t predict those kinds of events.

Uncertainty 98

Uncertainty Manufacturing Data-driven Business Intelligence 98

CIO Business Intelligence

JUNE 22, 2022

Japan and South Korea are expected to see 150 million IoT connections by 2025 , which will include the manufacturing and logistics sectors. The revenue enabled by IoT is expected to reach $460 billion by 2026 , which equates to an increase of almost 30% CAGR within manufacturing.

IoT 98

IoT IT Manufacturing Internet of Things 98

Cloudera

APRIL 27, 2022

Japan and South Korea are expected to see 150 million IoT connections by 2025 , which will include the manufacturing and logistics sectors. The revenue enabled by IoT is expected to reach $460 billion by 2026 , which equates to an increase of almost 30% CAGR within manufacturing.

IoT 99

IoT IT Manufacturing Internet of Things 99

CIO Business Intelligence

OCTOBER 12, 2023

It’s called PowerINSIGHTS , and I think it’s one that a lot of manufacturing companies can learn from. There’s a lot of legacy manufacturing companies in the state of Wisconsin, and what happens over the course of the years when manufacturing companies ship all these assets that have warranties and things of that nature?

IoT 126

IoT Manufacturing Strategy Modeling 126

Smarten

MAY 14, 2019

Predictive analytics uses data integrated from appropriate data sources, and augmented analytics allows the business to anticipate production demands, plan for new locations and markets and predict targeted customer buying behavior and changes in product demand across multiple market segments. Learn More: Demand Planning.

Predictive Analytics 58

Predictive Analytics Analytics Predictive Modeling Forecasting 58

CIO Business Intelligence

JULY 28, 2022

And machine learning engineers are being hired to design and build automated predictive models. Enterprises increasingly are bringing onboard data engineers, who can handle work such as building ETL pipelines, preparing data, and making it available for data scientists to analyze. Oshkosh Corp.,

Data Science 143

Data Science IT Machine Learning Data-driven 143

CIO Business Intelligence

JUNE 7, 2022

Business analytics uses data analytics techniques, including data mining, statistical analysis, and predictive modeling, to drive better business decisions. Gartner defines business analytics as “solutions used to build analysis models and simulations to create scenarios, understand realities, and predict future states.”.

Data Analytics 135

Data Analytics Diagnostic Analytics Management Analytics 135

Sisense

MARCH 24, 2020

SkullCandy , a leading manufacturer of headsets, wanted to predict return rates on new products to help focus resources and deliver better products. These insights drive production, but more importantly, they allow business leaders to make informed decisions that improve profit margins. Efficiently focus resources.

Analytics 94

Analytics Sales Forecasting Business Intelligence 94

Smart Data Collective

JULY 10, 2019

Other medical equipment manufacturers agree with this analysis. With ‘big data’, the idea is to foster a culture of measurement in hospitals.

Big Data 95

Big Data Measurement Predictive Modeling Manufacturing 95

CIO Business Intelligence

AUGUST 7, 2023

Now Barrios is using the same strategy to bridge the IT/OT divide and drive change at E&J Gallo’s manufacturing facility in South Carolina, where ServiceNow is being established as a mobile-accessible knowledgebase and quality management tool. The secret is being present and partnering,” Barrios says.

IT 98

IT Sales Manufacturing Cost-Benefit 98

O'Reilly on Data

MARCH 23, 2021

On top of this, pre-existing societal biases are being reinforced and promulgated at previously unheard of scales as we increasingly integrate machine learning models into our daily lives. Put simply, we are reduced to the inputs of an algorithm. On top of this, ignorance has been actively cultivated and produced.

Internet Publishing and Broadcasting 335

Internet Publishing and Broadcasting Broadcasting Data-driven Publishing 335

Sisense

MARCH 27, 2019

Finally, real-time BI helps better understand trends and create more accurate predictive models for organizations. By combining with historic trends, they can also create predictive models for ordering that automate time-consuming tasks. Who Uses Real-Time BI?

Business Intelligence 74

Business Intelligence Data Warehouse Predictive Modeling Visualization 74

Smart Data Collective

SEPTEMBER 30, 2021

2019) in their article ‘A Novel Air Quality Early-Warning System Based on Artificial Intelligence’ is based on an air pollution prediction model as well as an air quality evaluation model. In particular, the AI system proposed by Mo et al.,

Machine Learning 134

Machine Learning Cost-Benefit Optimization Forecasting 134

CIO Business Intelligence

MAY 26, 2022

Nothing is designed, manufactured, and sold without a highly automated research process, highly automated digitized design process, highly automated sourcing and manufacturing process, highly automated distribution process, and so on.

Informatics 105

Informatics Manufacturing Predictive Modeling Technology 105

CIO Business Intelligence

MARCH 5, 2024

Many are preparing a new world of developers as AI agents, with software development being closer to a manufacturing process. DePaul’s Dumiak adds, “While in Excel, I can ask Microsoft Copilot to summarize tables and give me charts, and suddenly, it’s created pivot tables without ever having to learn the command generation sequence.”

Advertising 124

Advertising Cost-Benefit Experimentation Reporting 124

CIO Business Intelligence

MAY 28, 2022

Nothing is designed, manufactured, and sold without a highly automated research process, highly automated digitized design process, highly automated sourcing and manufacturing process, highly automated distribution process, and so on.

Informatics 98

Informatics Manufacturing Predictive Modeling Technology 98

bridgei2i

AUGUST 28, 2020

A leading CPG manufacturer wanted to create a centralized planning system backed by AI-driven predictive modelling to drive consensus across multiple business functions and leverage synergy. Case study: Integrated Business Planning – Provides continuous visibility and drives consensus. Business Context.

Business Driver 52

Business Driver Predictive Modeling Manufacturing Forecasting 52

CIO Business Intelligence

AUGUST 15, 2023

From healthcare to manufacturing, this year’s award winners span a wide range of industries, proving once again the impact information technology has in reshaping business and society at large. PowerInsights has helped the company evolve from a generator manufacturer into an energy technology solutions provider,” Dickson says.

IT 98

IT Manufacturing IoT Cost-Benefit 98

Smarten

APRIL 19, 2024

Assisted Predictive Modeling and Auto Insights to create predictive models using self-guiding UI wizard and auto-recommendations The Future of AI in Analytics The C=suite executive survey revealed that 93% felt that data strategy is critical to getting value from generative AI, but a full 57% had made no changes to their data.

Analytics 59

Analytics Predictive Modeling KPI Machine Learning 59

Smarten

MAY 15, 2019

Augmented analytics tools can be very beneficial for planning in the manufacturing and production environment, in utility and infrastructure businesses and in service industries. We invite you to explore other use cases and discover how predictive analytics, and assisted predictive modeling can help your business to achieve its goals.

Predictive Analytics 10

Predictive Analytics Management Analytics Cost-Benefit 10

Smarten

MAY 14, 2019

Advanced analytics and predictive analysis can be used to achieve these goals in an IT consulting business, in telecommunication, in manufacturing and in many other industries. We invite you to explore other use cases and discover how predictive analytics, and assisted predictive modeling can help your business to achieve its goals.

Predictive Analytics 53

Predictive Analytics Analytics Predictive Modeling Manufacturing 53

IBM Big Data Hub

OCTOBER 5, 2022

Depending on the patterns of your business, predictive models can play a significant role in improving the accuracy of your demand plan, while also saving time through automation, as experienced by Arthrex , a global medical device company. In a manufacturing, distribution or retail context, this is the supply plan.

Analytics 52

Analytics Forecasting Predictive Modeling Manufacturing 52

DataRobot

NOVEMBER 15, 2021

Healthcare providers are enabled with the predictive power to reduce healthcare costs, readmissions and improve patient outcomes. Together with Microsoft, DataRobot is enabling manufacturers to deliver more connected, intelligent AI solutions at scale. DataRobot AI Cloud on AWS. Learn more. Find out more.

Manufacturing 52

Manufacturing Forecasting Machine Learning Data-driven 52

Cloudera

APRIL 13, 2021

And its 40,000+ scientists, researchers, communicators, manufacturing specialists, and regulatory experts all rally around a single goal: To find scientific solutions for difficult-to-treat diseases. . Disparate data silos made real-time streaming analytics, data science, and predictive modeling nearly impossible.

Enterprise 78

Enterprise Cost-Benefit Data Warehouse Data Architecture 78

Cloudera

MAY 12, 2021

With use cases across Manufacturing, Financial Services, Healthcare, and beyond, our customers showcased immense innovations in tackling some big challenges. Data for Good: Rush University Medical Center — Built a data pipeline to give clinicians fast access to real-time patient data and prediction models in response to COVID-19.

Digital Transformation 70

Digital Transformation Machine Learning Optimization Data Lake 70

Smarten

JUNE 8, 2022

Predictive analytics uses data integrated from appropriate data sources, and augmented analytics allows the business to anticipate production demands, plan for new locations and markets and predict targeted customer buying behavior and changes in product demand across multiple market segments. Anticipating Machine Maintenance Needs.

Predictive Analytics 52

Predictive Analytics Predictive Modeling Forecasting Optimization 52

IBM Big Data Hub

SEPTEMBER 19, 2023

An electrical engineer can use prescriptive analytics to digitally design and test out various electrical systems to see expected energy output and predict the eventual lifespan of the system’s components. Manufacturers can analyze a failed component on an assembly line and determine the reason behind its failure.

Data Science 76

Data Science Data Analytics Prescriptive Analytics Analytics 76

DataRobot Blog

JULY 28, 2022

The customer’s challenge was to detect predictive signs in the manufacturing process of a certain material. If the various observed values measured by sensors in the equipment could be predicted, it would be possible to control manufacturing parameters and reduce fuel costs.

Data Science 72

Data Science Machine Learning Statistics Modeling 72

IBM Big Data Hub

FEBRUARY 14, 2024

Automotive With applications of AI, automotive manufacturers are able to more effectively predict and adjust production to respond to changes in supply and demand. Banks and other lenders can use ML classification algorithms and predictive models to suggest loan decisions.

Cost-Benefit 82

Cost-Benefit Insurance Machine Learning Unstructured Data 82