CIO Business Intelligence

FEBRUARY 6, 2025

For example, at a company providing manufacturing technology services, the priority was predicting sales opportunities, while at a company that designs and manufactures automatic test equipment (ATE), it was developing a platform for equipment production automation that relied heavily on forecasting.

Unstructured Data 115

Unstructured Data Manufacturing Data Governance Sales 115

datapine

NOVEMBER 27, 2019

However, businesses today want to go further and predictive analytics is another trend to be closely monitored. Predictive analytics is the practice of extracting information from existing data sets in order to forecast future probabilities. Industries harness predictive analytics in different ways.

Business Intelligence 361

Business Intelligence Analytics Prescriptive Analytics Data Quality 361

Sisense

FEBRUARY 18, 2021

Predictions like those, indeed predictive analytics itself, rely on a deep understanding of the past and present, expressed by data. New to the idea of predictive analytics? Defining predictive analytics. Predictive analytics use data to create an outline of the future.

Predictive Analytics 66

Predictive Analytics Business Intelligence Analytics Manufacturing 66

IBM Big Data Hub

JUNE 14, 2023

Smart manufacturing (SM)—the use of advanced, highly integrated technologies in manufacturing processes—is revolutionizing how companies operate. Smart manufacturing, as part of the digital transformation of Industry 4.0 , deploys a combination of emerging technologies and diagnostic tools (e.g.,

Manufacturing 71

Manufacturing Technology Internet of Things Cost-Benefit 71

Smarten

MAY 14, 2019

In order to predict and forecast and assure product or service availability, the business must also look at the dependability of suppliers, shipping and the purchasing of parts that make up the products. Predictive Analytics Using External Data. Customer Targeting. Product and Service Cross-Sell and Upsell. Fraud Mitigation.

Predictive Analytics 58

Predictive Analytics Analytics Predictive Modeling Forecasting 58

datapine

JUNE 5, 2019

Forecasting: As dashboards are equipped with predictive analytics , it’s possible to spot trends and patterns that will help you develop initiatives and make preparations for future business success. A data dashboard assists in 3 key business elements: strategy, planning, and analytics. 4) Manufacturing Production Dashboard.

Dashboards 316

Dashboards KPI Sales Visualization 316

datapine

MARCH 25, 2020

Automated reports completely eliminate traditional means of communicating data since they rely on business reporting software that uses cutting edge business intelligence, technology and smart features such as interactivity, a drag-and-drop interface, and predictive analytics, among others. click to enlarge**.

Reporting 209

Reporting Dashboards Manufacturing Visualization 209

Smarten

MAY 15, 2019

With predictive analytics, the business can leverage data from various systems and software to take the guesswork out of production equipment maintenance and anticipate routine maintenance. Predictive Analytics Using External Data. Learn more about Augmented Analytics, its uses, techniques and applications.

Predictive Analytics 10

Predictive Analytics Management Analytics Cost-Benefit 10

Smart Data Collective

AUGUST 29, 2022

Predictive analytics. Predictive analytics uses historical data to predict future trends and models , determine relationships, identify patterns, find associations, and more. ” Although most BI tools have out-of-the-box solutions for predictive analytics, there are prerequisites and limitations.

Analytics 132

Analytics Predictive Analytics Machine Learning Insurance 132

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. Predictive Analytics Using External Data. Learn more about Augmented Analytics, its uses, techniques and applications.

Predictive Analytics 53

Predictive Analytics Analytics Predictive Modeling Manufacturing 53

Cloudera

JANUARY 20, 2021

Most of what is written though has to do with the enabling technology platforms (cloud or edge or point solutions like data warehouses) or use cases that are driving these benefits (predictive analytics applied to preventive maintenance, financial institution’s fraud detection, or predictive health monitoring as examples) not the underlying data.

Digital Transformation 110

Digital Transformation Manufacturing Data Warehouse Predictive Analytics 110

Cloudera

FEBRUARY 8, 2021

This blog series follows the manufacturing, operations and sales data for a connected vehicle manufacturer as the data goes through stages and transformations typically experienced in a large manufacturing company on the leading edge of current technology. 1 The enterprise data lifecycle. Data Enrichment Challenge.

Manufacturing 118

Manufacturing Data Warehouse Sales Predictive Analytics 118

David Menninger's Analyst Perspectives

OCTOBER 30, 2024

Oracle announced significant updates to its Fusion Cloud Supply Chain & Manufacturing (SCM) software at the recently held Oracle Cloud World. The application suite includes procurement, inventory management, warehouse management, order management and transportation management.

Management 130

Management IT Sales Manufacturing 130

Rocket-Powered Data Science

JULY 7, 2019

Analytics: The products of Machine Learning and Data Science (such as predictive analytics, health analytics, cyber analytics). Examples: (1) Automated manufacturing assembly line. (2) Algorithm: A set of rules to follow to solve a problem or to decide on a particular action (e.g., Industry 4.0

Internet of Things 157

Internet of Things Machine Learning Manufacturing IoT 157

CIO Business Intelligence

JUNE 1, 2022

Predictive analytics can foretell a breakdown before it happens. The digital twins at McLaren are also used to run simulations for the design of new parts and then to test them for performance and reliability before they are manufactured and installed in the racing cars. Intel® Technologies Move Analytics Forward.

Manufacturing 119

Manufacturing Digital Transformation Predictive Analytics Strategy 119

3AG Systems

APRIL 6, 2021

As a growing manufacturer of consumer packaged goods (CPG), improving efficiency and productivity is key to accelerating your growth trajectory. Across the manufacturing sector, automation is a common approach to efficiently scaling up production. How do you go about improving efficiency and productivity? Read More

Manufacturing 52

Manufacturing Predictive Analytics Machine Learning Business Intelligence 52

CIO Business Intelligence

JUNE 7, 2022

Diagnostic analytics uses data (often generated via descriptive analytics) to discover the factors or reasons for past performance. Predictive analytics applies techniques such as statistical modeling, forecasting, and machine learning to the output of descriptive and diagnostic analytics to make predictions about future outcomes.

Data Analytics 135

Data Analytics Diagnostic Analytics Management Analytics 135

Smart Data Collective

JULY 28, 2021

The supply-chain analytics market is projected to be worth over $16.8 This is largely due to the benefits of using data analytics to improve automation in merchandise distribution. As a retailer or manufacturer selling via e-commerce platforms, you already know the importance of using big data to improve automation.

Data-driven 137

Data-driven Big Data Manufacturing ROI 137

DataRobot

JULY 22, 2021

Retailers, manufacturers, and pharmaceutical companies all have struggled to align production and stocking with rapid shifts in demand. Using machine learning in conjunction with existing business intelligence solutions can give retailers and manufacturers a much more accurate and realistic insight into future demand, even in uncertain times.

Manufacturing 52

Manufacturing Forecasting Machine Learning Data-driven 52

Smart Data Collective

OCTOBER 29, 2023

With a powerful suite of analytics tools available today – such as predictive analytics, prescriptive analysis, customer segmentation and lead scoring – organizations now have access to critical information that can equip them with the power to make data-driven decisions quickly and accurately.

Management 126

Management Big Data Manufacturing Data-driven 126

CIO Business Intelligence

AUGUST 20, 2024

Manufacturing AI at the edge enables predictive maintenance, automated quality control, and process optimization to minimize downtime, improve production yield, and maximize productivity. initiatives. initiatives.

Manufacturing 117

Manufacturing IoT Internet of Things Optimization 117

Cloudera

APRIL 9, 2021

This blog series follows the manufacturing and operations data lifecycle stages of an electric car manufacturer – typically experienced in large, data-driven manufacturing companies. The first blog introduced a mock vehicle manufacturing company, The Electric Car Company (ECC) and focused on Data Collection.

Machine Learning 98

Machine Learning Forecasting Manufacturing Predictive Analytics 98

Smart Data Collective

JUNE 19, 2022

The availability of materials can cause failures, as suppliers cannot manufacture products when they lack the resources to do so. You can use predictive analytics tools to anticipate different events that could occur. This is one area that can be partially resolved with AI. Cloud-based applications can also help.

Risk 144

Risk Cost-Benefit Risk Management Manufacturing 144

Smart Data Collective

AUGUST 2, 2022

This figure is expected to grow as more companies recognize the potential and decide to increase the resources they dedicate to machine learning and predictive analytics tools. AI improves automotive software development, supply chain management, product development cycle, manufacturing, and automated testing.

Software 141

Software Machine Learning B2B Manufacturing 141

Cloudera

FEBRUARY 3, 2021

COVID-19 vaccines from various manufacturers are being approved by more countries, but that doesn’t mean that they will be available at your local pharmacy or mass vaccination centers anytime soon. The COVID-19 vaccine distribution is one of the most challenging manufacturing and supply chain issues facing the world right now.

Manufacturing 107

Manufacturing Forecasting Internet of Things Risk 107

CIO Business Intelligence

OCTOBER 1, 2024

Central to many of these efforts was an emphasis on supply chain analytics , which enabled companies to leverage data for smoother logistics in times of supply scarcity. Pfizer put analytics to work to establish a shared view of end-to-end manufacturing and supply operational performance for its pharmaceuticals.

Predictive Analytics 126

Predictive Analytics Machine Learning Digital Transformation Manufacturing 126

CIO Business Intelligence

AUGUST 26, 2024

From predictive analytics to natural language processing (NLP), AI-powered applications enable faster and more accurate decision-making. In sectors like finance, healthcare, and manufacturing, AI-driven solutions have already proven their worth by optimizing supply chains, improving risk management, and enhancing customer service.

Data-driven 114

Data-driven Manufacturing Data Warehouse Cost-Benefit 114

Smarten

MARCH 19, 2025

Manufacturing Agentic AI uses sensors attached to machines, components, and other physical assets to predict wear-and-tear and production outages, and sending alerts or initiating processes to mitigate probable issues, avoiding unscheduled downtime and associated costs to manufacturers.

Cost-Benefit 52

Cost-Benefit Digital Transformation Manufacturing Machine Learning 52

Smart Data Collective

JUNE 7, 2019

Predictive analytics helps engineers anticipate future applications and the necessary design parameters. Predictive analytics is helping designers tackle this challenge. New predictive analytics models are able to forecast the load bearing, energy storage and other design requirements for future applications.

Big Data 100

Big Data Cost-Benefit Predictive Analytics Data-driven 100

Smart Data Collective

JANUARY 13, 2021

Some cable manufacturers like Cox Internet are constantly improving their products to meet evolving big data needs. These benefits include the following: Improving Internet security by using new threat scoring models that are dependent on predictive analytics. They can download up to one gigabyte per second in certain cities.

Big Data 121

Big Data Machine Learning Data-driven Manufacturing 121

datapine

JANUARY 18, 2023

With this information in hand, businesses can build strategies based on analytical evidence and not simple intuition. With the use of the right BI reporting tool businesses can generate various types of analytical reports that include accurate forecasts via predictive analytics technologies.

Reporting 201

Reporting Metrics Dashboards Visualization 201

Cloudera

AUGUST 3, 2021

Advanced analytics and enterprise data empower companies to not only have a completely transparent view of movement of materials and products within their line of sight, but also leverage data from their suppliers to have a holistic view 2-3 tiers deep in the supply chain. Digital Transformation is not without Risk.

Analytics 111

Analytics Digital Transformation Forecasting Risk 111

Smart Data Collective

JANUARY 21, 2021

Through an amazing mix of weather data, satellite feeds, predictive analytics and machine learning, we’re entering a future where renewable power can reach the grid on a reliable and much more consistent basis. They can place solar panels in areas where their analytics models show they will realize the best energy dividends.

Big Data 135

Big Data Cost-Benefit Machine Learning Data-driven 135

Dataiku

MARCH 5, 2020

In a 2016 survey of supply chain and manufacturing companies by Deloitte and supply chain association MHI, only 17% of companies were using predictive analytics. However, that number is anticipated to reach 79% by 2021.

Manufacturing 66

Manufacturing Predictive Analytics Analytics 66

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. Analytics, Digital Transformation, Machine Learning, Predictive Analytics

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. Analytics, Digital Transformation, Machine Learning, Predictive Analytics

Uncertainty 98

Uncertainty Manufacturing Data-driven Business Intelligence 98

CIO Business Intelligence

MAY 21, 2024

Unlike many other events, which consist of multiple racing teams and manufacturers, Porsche Carrera Cup Brasil provides and maintains all 75 cars used in the race. The Porsche Carrera Cup is a race held around the world that uses only Porsche 911 GT3 Cup (Type 992) high-performance cars, and in Brazil, it’s produced by Dener Motorsport.

Broadcasting 126

Broadcasting Recreation/Entertainment Manufacturing Data Lake 126