KDnuggets

JUNE 24, 2025

Think of data pipelines like assembly lines in manufacturing. Performance optimization : For large datasets, consider using vectorized operations or parallel processing. By the end, youll have a tool that can clean datasets and validate them against business rules in just a few lines of code.

Machine Learning 99

Machine Learning Data Science Advertising Data Quality 99

David Menninger's Analyst Perspectives

JANUARY 8, 2025

One is the group of processes that organize field service from behind the scenes: optimizing the workforce, for example, in terms of shifts or travel, or making sure that a truck roll contains equipment relevant to the specific cases on the manifest for that trip. It is especially good at route optimization in real time.

Internet of Things 130

Internet of Things Interactive Optimization Cost-Benefit 130

CIO Business Intelligence

NOVEMBER 21, 2024

Factories have been the bedrock of many industries from manufacturing to automotive. This is done through its broad portfolio of AI-optimized infrastructure, products, and services. But just as factories have fueled the industrial revolution, a new structure will be powering a new transformation in the age of AI: AI factories.

IT 111

IT Cost-Benefit Optimization Manufacturing 111

CIO Business Intelligence

MAY 20, 2025

At Sapphire, SAP unveiled five line-of-business packages, all cloud-based, all AI-driven, and all available now: SAP Finance Packages : These cover wide-ranging finance, sales, and procurement processes like lead to cash, procure to pay, and record to report, as well as working capital optimization and management capabilities from SAP Taulia.

IT 106

IT Manufacturing Finance Enterprise 106

CIO Business Intelligence

MAY 23, 2025

One layer below, at the operational level, there are manufacturing execution systems (MES), for example. In a maturity model from the 4C Group, only 13% of organizations reach the highest level of optimizing: They have fully integrated IT and OT systems. In contrast, classicIT revolves around systems that manage data and applications.

IT 102

IT Cost-Benefit Manufacturing Reporting 102

CIO Business Intelligence

OCTOBER 10, 2024

This could involve adopting cloud computing, optimizing data center energy use, or implementing AI-powered energy management tools. Energy optimization: AI can optimize energy usage in real-time by predicting fluctuations in demand and adjusting power distribution accordingly.

Metrics 124

Metrics Optimization Strategy Technology 124

Cloudera

DECEMBER 9, 2024

Autoscaling & Resource Optimization : The platform dynamically adjusts resources with autoscaling based on Requests per Second (RPS) or concurrency metrics, ensuring efficient handling of peak loads. Scaling AI with Proven Solution Patterns While deploying a model is critical, true operationalization of AI goes beyond deployment.

Predictive Analytics 74

Predictive Analytics Data Processing Modeling Optimization 74

AWS Big Data

OCTOBER 21, 2024

In this context, Amazon DataZone is the optimal choice for managing the enterprise data platform. As stated earlier, the first step involves data ingestion. Data is ingested from a third-party vendor SaaS solution (SAP), and the data engineer uses AWS Glue.

Sales 113

Sales Data-driven Data Processing Key Performance Indicator 113

CIO Business Intelligence

FEBRUARY 26, 2025

Opkey, a startup with roots in ERP test automation, today unveiled its agentic AI-powered ERP Lifecycle Optimization Platform, saying it will simplify ERP management, reduce costs by up to 50%, and reduce testing time by as much as 85%.

Optimization 64

Optimization Testing Manufacturing Finance 64

AWS Big Data

OCTOBER 30, 2024

The company has been designing, developing, and manufacturing jet engines since World War I. “GE He has over 13 years of professional experience building and optimizing enterprise data warehouses and is passionate about enabling customers to realize the power of their data. Raza Hafeez is a Senior Product Manager at Amazon Redshift.

Data Warehouse 101

Data Warehouse Sales Data Lake Recreation/Entertainment 101

CIO Business Intelligence

NOVEMBER 14, 2024

In addition, about 41% are manufacturing products based on sustainable practices within manufacturing facilities ( How Retailers Are Operationalizing Sustainability in Supply Chains, 2024 , IDC, September 2024).

IT 64

IT Cost-Benefit Manufacturing Sales 64

CIO Business Intelligence

MAY 21, 2025

In other words, AI drives strategic decision-making, optimizes critical processes and fuels growth from the ground up. First, one must define what it means to be AI-native. What does it mean to be AI-native? An AI-native organization is one that embeds AI into the core of its operations.

Metrics 126

Metrics Data Quality Enterprise ROI 126

CIO Business Intelligence

MAY 21, 2025

Materials science, pharmaceutical research, oil and gas, and manufacturing are obvious markets, but interest is growing in supply chain and insurance industries. Sufficiently accessible and accurate tools could deliver operational improvements and revenue, as well as optimized costs and reduced risks in many areas of business decision making.

Statistics 112

Statistics Testing Modeling Risk 112

AWS Big Data

JUNE 6, 2025

This approach uses RMS for storage while maintaining data in the Iceberg format, providing an optimal balance of performance and flexibility. Organizations can use a Redshift Managed Storage (RMS) based managed catalog when they need high-performance SQL analytics and multi-table transactions.

Analytics 61

Analytics Data Architecture Insurance Big Data 61

CIO Business Intelligence

JANUARY 21, 2025

By embedding AI into data analysis frameworks, organizations can unlock unprecedented capabilities in healthcare diagnostics, manufacturing quality control, and marketing optimization, turning raw data into strategic competitive advantages, says Ashwin Rajeeva, co-founder and CTO of Acceldata.

Cost-Benefit 142

Cost-Benefit Data-driven Strategy Marketing 142

CIO Business Intelligence

DECEMBER 4, 2024

Founded in 1950, The Royal Eswatini Sugar Corporation (RES) is the largest sugar cane farming and manufacturing corporation in Eswatini. Achieving sweet success With agronomic data, real-time growth measurements, and upcoming weather forecasts, the new system allowed RES to pinpoint the optimal harvest day, leading to a €4.8

Cost-Benefit 84

Cost-Benefit Uncertainty Manufacturing Forecasting 84

CIO Business Intelligence

JANUARY 2, 2025

Korean tire manufacturer, Nexen , is one such business applying this strategy for innovation. Rimini Street also delivers professional services, Rimini Consult, to help clients optimize and modernize around the ECC core without having to migrate to S/4HANA in the cloud or RISE with SAP.

ROI 98

ROI Manufacturing Consulting Big Data 98

CIO Business Intelligence

DECEMBER 23, 2024

Thats not to say organizations arent eager to leverage AI for process optimization and data analysis, in particular, but concerns about security, data quality, and governance remain hurdles. SAP said these results reveal a pressing need for more information about AI by users, partners, and software manufacturers alike.

Experimentation 59

Experimentation Optimization Digital Transformation Manufacturing 59

erwin

APRIL 30, 2025

While physical assets, from manufacturing equipment to office buildings, are meticulously valued and depreciated, data often an organization’s most valuable resource remains conspicuously absent from financial statements. The third dimension is scarcity: how unique or irreplaceable is the dataset?

Cost-Benefit 71

Cost-Benefit Data-driven Measurement Manufacturing 71

AWS Big Data

JULY 10, 2025

Like many manufacturing companies, Furuno Electric faced significant changes in revenue structure and technical architecture as they transitioned from traditional business to data-driven business. They’ll optimize the balance between data protection and utilization while incorporating practices accumulated through operations.

Manufacturing 100

Manufacturing IoT Data Lake Digital Transformation 100

CIO Business Intelligence

APRIL 1, 2025

At Hannover Messe 2025,Accenture and Siemens announced an extension of their strategic partnership in the form of the Accenture Siemens Business Group, an Accenture-based joint business unit that will employ 7,000 professionals with manufacturing and IT expertise worldwide. The two companies have been working together for some time.

Manufacturing 114

Manufacturing Optimization Software Modeling 114

BizAcuity

JUNE 10, 2025

Performance Optimization at Scale In large enterprises, decision-making is often distributed across multiple teams, regions, or functions. A great example of performance optimization at scale comes from Pfizer. The pharmaceutical leader used AI to streamline its PAXLOVID manufacturing by analyzing complex supply chain data.

Business Intelligence 52

Business Intelligence Consulting Dashboards Data-driven 52

CIO Business Intelligence

MAY 30, 2025

Avery Dennisons culture-first approach to AI adoption has paid off considerably in productivity and financial gains for the global labeling and RFID solutions manufacturer. Such improvements, Colisto says, are expected to save the company millions of dollars annually in working capital and generating operational efficiencies.

Forecasting 105

Forecasting Cost-Benefit Manufacturing Measurement 105

Jet Global

JANUARY 2, 2025

This partnership ensures that your analytics are not just connected but optimized for the best possible value. Real-World Impact: A BI Revolution in Embedded Analytics Imagine a manufacturing company building an analytics app for its clients. Deploy faster and innovate smarter, saving development resources.

Analytics 52

Analytics Dashboards Data-driven Reporting 52

CIO Business Intelligence

DECEMBER 18, 2024

Ingram Micro doesnt manufacture anything. Its not just about cost optimization or uptime. To be a platform business, you need a network, demand, supply, data, and a customer experience that differentiates. This requires re-wiring the DNA of the organization and creating a high-performance team that believes in the art of possible.

Digital Transformation 116

Digital Transformation Metrics Measurement ROI 116

CIO Business Intelligence

JANUARY 30, 2025

The company is nowin the process of improving digitalization in the factory, which includes automation processes and adoption of technologies to optimize operations. These projects affect all departments of Guzmn Minerals since they cover everything from the manufacturing and processing of products to their sale.

Management 59

Management Digital Transformation Consulting Sales 59

CIO Business Intelligence

JULY 1, 2025

They’re solving problems in fields as different as disease prevention and manufacturing. It’ll also mean Dell will focus on hyper-efficient data centers that take advantage of smart power management, optimized thermals, and liquid cooling. “These companies are in the business of pure intelligence,” Michael said.

Manufacturing 72

Manufacturing Technology Forecasting Enterprise 72

CIO Business Intelligence

MAY 20, 2025

Optimizing the supply chain with AI AI is quickly being implemented across industries with the goal to improve efficiency and productivity, and supply chain management is no exception. Digital capabilities have complicated supply chain networks, requiring a shift from focusing on sequential chains to concurrent networks.

Modeling 104

Modeling Management Metrics Measurement 104

CIO Business Intelligence

JULY 2, 2025

Moreover, Trimble has introduced AI into their transportation management system, where AI agents optimize freight procurement by dynamically matching shippers and carriers. Most impressively, small yield improvements in semiconductor manufacturing — achieved through machine learning — translate into millions of dollars.

Strategy 135

Strategy ROI Experimentation Cost-Benefit 135

David Menninger's Analyst Perspectives

JANUARY 15, 2025

It enjoyed a rapid rise thanks to high levels of interest in the Hadoop project and big data, establishing itself as a primary data platform provider for Fortune 500 companies in industries such as financial services, retail, healthcare, telecommunications, manufacturing and energy/utilities along with government.

Metadata 130

Metadata Data Warehouse Machine Learning Modeling 130

Smarten

MARCH 19, 2025

Technology Combine GenAI with search optimization, rules-based systems for natural language generation and chatbots, with simulation, with non-generative ML to classify and segment data, or with graphs. Combining techniques can reduce costs, while delivering appropriate performance, efficiency and accuracy.

Cost-Benefit 52

Cost-Benefit Digital Transformation Manufacturing Machine Learning 52

CIO Business Intelligence

DECEMBER 23, 2024

This expertise determines, for example, the optimal frame size, taking into account factors such as the customers vision and the geometry of the lenses. They have many sources, for example, their own product development, but also foreign manufacturers and intermediaries.

Data Strategy 113

Data Strategy Strategy Visualization Manufacturing 113

CIO Business Intelligence

JANUARY 6, 2025

Some key use cases are: Smart Cities and Urban Planning: AI will optimize energy consumption, traffic management, and waste reduction. IoT will enable real-time data collection and analysis across city functions, optimizing traffic management, energy consumption, waste management, and public services.

IoT 81

IoT Digital Transformation Data-driven Internet of Things 81

CIO Business Intelligence

APRIL 9, 2025

According to ResearchGate , leaders leveraging quantitative analysis can forecast future trends, optimize operations, improve product offerings and increase customer satisfaction with greater reliability. These approaches influence decision-making by providing business leaders with evidence-based foundations rather than just intuition.

Enterprise 102

Enterprise Analytics Experimentation Statistics 102

Smarten

MAY 22, 2025

You can untangle quality and maintenance issues, refine customer targeting and marketing optimization, make appropriate financial investment decisions, and even use external data to analyze trends and patterns and make forecasts and predictions, helping users and the business to achieve success in industries and businesses like retail, pharmacy and (..)

Analytics 62

Analytics Cost-Benefit Forecasting ROI 62