DataRobot Blog

AUGUST 18, 2022

Challenges in inventory management, demand forecasting, price optimization, and more can result in missed opportunities and lost revenue. Keeping pace with the connected consumer, embracing emerging trends in shopping, or staying ahead of the competition—these challenges bear down on retailers and manufacturers greater than ever before.

Manufacturing 98

Manufacturing Cost-Benefit Forecasting Data-driven 98

BizAcuity

MAY 7, 2019

To cater to these fast-changing market dynamics, the practice of demand forecasting began. Today, several businesses, especially those belonging to the FMCG sector, have sophisticated demand forecasting models in place, which help them stay ahead of the market. The Need For Demand Forecasting.

Forecasting 75

Forecasting IT Sales Statistics 75

CIO Business Intelligence

FEBRUARY 10, 2023

Predictive analytics definition Predictive analytics is a category of data analytics aimed at making predictions about future outcomes based on historical data and analytics techniques such as statistical modeling and machine learning. billion in 2022, according to a research study published by The Insight Partners in August 2022.

Predictive Analytics 145

Predictive Analytics Analytics Predictive Modeling Forecasting 145

AWS Big Data

APRIL 26, 2023

The BMW Group is headquartered in Munich, Germany, where the company oversees 149,000 employees and manufactures cars and motorcycles in over 30 production sites across 15 countries. The main requirement is to have an automated, transparent, and long-term semiconductor demand forecast.

Forecasting 122

Forecasting Manufacturing Data Lake Big Data 122

CIO Business Intelligence

APRIL 5, 2022

For some, leveraging data and analytics tools is proving to be an effective way to address the challenges. Here’s how three organizations are succeeding at using data analytics to improve supply chain operations. Supply chain woes continue to plague organizations around the world and in virtually all sectors.

Analytics 145

Analytics Cost-Benefit Forecasting Manufacturing 145

IBM Big Data Hub

FEBRUARY 19, 2024

Big data and predictive analytics are increasingly being used to improve forecasting accuracy, allowing businesses to respond more effectively to changes in customer needs. Advanced software tools can automate some parts of forecasting, providing real-time updates and alerts when inventory levels are too high or low.

Strategy 87

Strategy Management Forecasting Cost-Benefit 87

CIO Business Intelligence

APRIL 9, 2024

But the company is out of ideas for finding new money after the collapse of plans to sell its legacy infrastructure management business to an investment fund and its big data business to Airbus. billion from the sale of its big data and security activities to aircraft manufacturer Airbus fell through in March.

Forecasting 105

Forecasting Finance Sales Big Data 105

Octopai

AUGUST 8, 2023

Battle Creek, Michigan — July 18, 2023 — Octopai, a global leader in data lineage and business intelligence automation, and Demand Chain AI, a pioneer in AI-driven demand forecasting and supply chain optimization, have today announced a strategic partnership.

Digital Transformation 52

Digital Transformation Metadata Forecasting Data-driven 52

IBM Big Data Hub

APRIL 26, 2023

Jabil isn’t just a manufacturer, they are experts on global supply chain, logistics, automation, product design and engineering solutions. They are also interested and involved in the holistic application of emerging technologies like additive manufacturing, autonomous technologies, and artificial intelligence.

Business Analytics 82

Business Analytics Reporting Analytics Finance 82

Cloudera

DECEMBER 15, 2017

Manufacturing as an industry has always been at the forefront of squeezing value from data. Instrumentation, highly connected systems, and automation have been part and parcel of manufacturing organisations for decades. Yet many manufacturers now feel they’ve bumped up against a ceiling. A whole new world.

Manufacturing 40

Manufacturing IoT Machine Learning Data-driven 40

CIO Business Intelligence

JANUARY 25, 2024

Subbaiah believes those who excel in four core abilities will thrive in the digitally driven enterprise. Understand data The people driving innovation in any organization have to be passionate about data and its possibilities. “We Every day, knowledge workers are teaming up in new ways with intelligent machines.

Deep Learning 115

Deep Learning Cost-Benefit Statistics Manufacturing 115

CIO Business Intelligence

NOVEMBER 14, 2022

Decision support systems definition A decision support system (DSS) is an interactive information system that analyzes large volumes of data for informing business decisions. A DSS leverages a combination of raw data, documents, personal knowledge, and/or business models to help users make decisions. Clinical DSS.

Data mining 144

Data mining Data-driven Statistics OLAP 144

Ontotext

APRIL 6, 2023

Knowledge graphs are changing the game A knowledge graph is a data model that uses semantics to represent real-world entities and the relationships between them. It can apply automated reasoning to extract further knowledge and make new connections between different pieces of data. Manufacturing and Industry 4.0

Manufacturing 83

Manufacturing Cost-Benefit Knowledge Discovery Optimization 83

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 second blog dealt with creating and managing Data Enrichment pipelines. Data Collection – streaming data.

Machine Learning 98

Machine Learning Forecasting Manufacturing Predictive Analytics 98

datapine

JUNE 15, 2023

In the past, these reports were used after a month or even a year since the data being displayed was generated. They are composed of multiple graphs and charts that not only assist you in telling a complete story of performance but also make the data more accessible and understandable for a wider audience.

Reporting 207

Reporting Cost-Benefit Dashboards Sales 207

CIO Business Intelligence

JUNE 1, 2022

The company is applying winning insights from rapid, data-driven, evolutionary models versus relying on engine speed and aerodynamics alone to win races. Cloud-connected cars are now commonplace in the mainstream connected car market that is forecast to surpass $166 billion by 2025. Using Data to Generate Simulations.

Manufacturing 119

Manufacturing Digital Transformation Predictive Analytics Strategy 119

datapine

JUNE 5, 2019

“It is a capital mistake to theorize before one has data.”– Data is all around us. Data has changed our lives in many ways, helping to improve the processes, initiatives, and innovations of organizations across sectors through the power of insight. Let’s kick things off by asking the question: what is a data dashboard?

Dashboards 316

Dashboards KPI Sales Visualization 316

IBM Big Data Hub

MAY 17, 2024

Poorly run implementations of traditional or generative AI in commerce—such as models trained on inadequate or inappropriate data—lead to bad experiences that alienate consumers and businesses. This includes trust in the data, the security, the brand and the people behind the AI.

B2B 70

B2B Interactive Optimization Forecasting 70

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 105

Digital Transformation Manufacturing Data Warehouse Predictive Analytics 105

CIO Business Intelligence

MARCH 6, 2024

IDC forecasts that annual worldwide spending on AI-centric systems will exceed 300 billion USD by 2026. The India CIO summit, to be attended by CIOs and senior tech leaders from across India, promises to deliver expert guidance to help leaders navigate challenges, innovate solutions, and achieve success in this dynamic landscape.

Digital Transformation 98

Digital Transformation Strategy Manufacturing Technology 98

CIO Business Intelligence

MAY 12, 2022

The tools include sophisticated pipelines for gathering data from across the enterprise, add layers of statistical analysis and machine learning to make projections about the future, and distill these insights into useful summaries so that business users can act on them. Visual IDE for data pipelines; RPA for rote tasks. Highlights.

Predictive Analytics 137

Predictive Analytics Analytics Statistics Machine Learning 137

Cloudera

AUGUST 3, 2021

In summary, predicting future supply chain demands using last year’s data, just doesn’t work. Accurate demand forecasting can’t rely upon last year’s data based upon dated consumer preferences, lifestyle and demand patterns that just don’t exist today – the world has changed. Leveraging data where it lies.

Analytics 108

Analytics Digital Transformation Risk Forecasting 108

IBM Big Data Hub

FEBRUARY 14, 2024

Promote cross- and up-selling Recommendation engines use consumer behavior data and AI algorithms to help discover data trends to be used in the development of more effective up-selling and cross-selling strategies, resulting in more useful add-on recommendations for customers during checkout for online retailers.

Cost-Benefit 87

Cost-Benefit Insurance Unstructured Data Machine Learning 87

CIO Business Intelligence

DECEMBER 1, 2022

Tapped to guide the company’s digital journey, as she had for firms such as P&G and Adidas, Kanioura has roughly 1,000 data engineers, software engineers, and data scientists working on a “human-centered model” to transform PepsiCo into a next-generation company. But there is more room to go.

Digital Transformation 144

Digital Transformation IoT Data-driven KPI 144

IBM Big Data Hub

OCTOBER 5, 2022

As such, planning becomes a continuous rolling activity as the lines between “plan”, “budget” and “forecast” are blurred. The need to collaborate, share data and agree on definitions across organizational boundaries and systems. In a manufacturing, distribution or retail context, this is the supply plan.

Analytics 52

Analytics Forecasting Predictive Modeling Manufacturing 52

Smart Data Collective

MAY 28, 2021

Data security and data collection are both much more important than ever. Every organization needs to invest in the right big data tools to make sure that they collect the right data and protect it from cybercriminals. One tool that many data-driven organizations have started using is Microsoft Azure.

Data-driven 133

Data-driven Cost-Benefit Big Data Data Processing 133

Smart Data Collective

JANUARY 21, 2021

Many people don’t realize the countless benefits that big data has provided for the solar energy sector. A growing number of solar energy companies are using new advances in data analytics and machine learning to increase the value of their products. “This is where big data comes in.

Big Data 131

Big Data Cost-Benefit Data-driven Machine Learning 131

DataRobot Blog

OCTOBER 18, 2022

Organizations are looking for AI platforms that drive efficiency, scalability, and best practices, trends that were very clear at Big Data & AI Toronto. DataRobot Booth at Big Data & AI Toronto 2022. Monitoring and Managing AI Projects with Model Observability. Accelerating Value-Realization with Industry Specific Use Cases.

Big Data 96

Big Data Forecasting Experimentation Metrics 96

Jet Global

OCTOBER 28, 2021

Deal accelerates insightsoftware’s enterprise position in operational reporting by adding market-leading data analytics and integration products including SAP and Oracle ERP reporting solutions. The company’s data integration and connectivity solutions help customers better manage distributed data sources across the enterprise.

Operational Reporting 83

Operational Reporting Finance Data-driven Reporting 83

IBM Big Data Hub

OCTOBER 17, 2023

They use high temperature heat in many of their processes that is primarily driven by fossil fuel. What if we could represent time series data as a sequence of tokens? What if we can use the parallelized transformer architecture to encode multivariate time series data to capture long and short-term relationships between variables?

Modeling 105

Modeling Optimization Manufacturing Forecasting 105

CIO Business Intelligence

JUNE 22, 2023

It’s an industry that handles critical, private, and sensitive data so there’s a consistent demand for cybersecurity and data professionals. But you’ll also find a high demand for software engineers, data analysts, business analysts, data scientists, systems administrators, and help desk technicians.

IT 122

IT Insurance Recreation/Entertainment Consulting 122

CIO Business Intelligence

SEPTEMBER 8, 2022

Most organizations understand the profound impact that data is having on modern business. In Foundry’s 2022 Data & Analytics Study , 88% of IT decision-makers agree that data collection and analysis have the potential to fundamentally change their business models over the next three years. Customers have too many options.

Cost-Benefit 122

Cost-Benefit Internet of Things Data-driven Data Lake 122

erwin

AUGUST 13, 2020

data protection, personal and sensitive data, tax issues and sustainability/carbon emissions)? Data Overload : How do we find and convert the right data to knowledge (e.g., big data, analytics and insights)? balance growth goals with cost reduction, forecast resources needs vs. revenue)?

Enterprise 143

Enterprise Cost-Benefit Uncertainty ROI 143

bridgei2i

JUNE 3, 2020

CTD’s growth over the last two decades was aided by technological innovation and the steady drop of electronics components’ costs, driven by economies of scale. Recent data indicates daily e-commerce sales to be up by 25% in the US and by 33% in the UK. Apple launched an iPhone version almost every three months.

Technology 92

Technology Digital Transformation Recreation/Entertainment Manufacturing 92

Jet Global

APRIL 27, 2020

In just a few short weeks, many companies’ sales forecasts have been rendered obsolete. Frequent updates based on real-time data provide an up-to-the-minute view of key metrics. Start with key make-or-break assumptions such as sales forecasts, receivables, cash flow, and the reliability of your supply chain.

Forecasting 80

Forecasting Finance Metrics Risk 80

IBM Big Data Hub

JULY 6, 2023

While data science and machine learning are related, they are very different fields. In a nutshell, data science brings structure to big data while machine learning focuses on learning from the data itself. What is data science? One challenge in applying data science is to identify pertinent business issues.

Machine Learning 58

Machine Learning Data Science Statistics Deep Learning 58

IBM Big Data Hub

APRIL 25, 2024

An early case study of BPR was Ford Motor Company, which successfully implemented reengineering efforts in the 1990s to streamline its manufacturing processes and improve competitiveness. Organizations of all sizes and industries implement business process reengineering. BPR initiatives generally boost key performance indicators (KPIs).

Cost-Benefit 61

Cost-Benefit Finance Optimization Key Performance Indicator 61