David Menninger's Analyst Perspectives

NOVEMBER 19, 2024

Additionally, while the tools available at the time enabled data teams to respond to quality issues, they did not provide a way to identify quality thresholds or measure improvement, making it difficult to demonstrate to the business the value of time spent remedying data-quality problems. With

Data Quality 130

Data Quality Dashboards Data-driven Software 130

CIO Business Intelligence

DECEMBER 20, 2023

This has spurred interest around understanding and measuring developer productivity, says Keith Mann, senior director, analyst, at Gartner. Therefore, engineering leadership should measure software developer productivity, says Mann, but also understand how to do so effectively and be wary of pitfalls.

Measurement 125

Measurement Software IT Metrics 125

datapine

JUNE 5, 2019

Data dashboards provide a centralized, interactive means of monitoring, measuring, analyzing, and extracting a wealth of business insights from relevant datasets in several key areas while displaying aggregated information in a way that is both intuitive and visual. and industries (healthcare, retail, logistics, manufacturing, etc.).

Dashboards 316

Dashboards KPI Sales Visualization 316

CIO Business Intelligence

MARCH 4, 2025

In manufacturing, AI-based predictive maintenance systems analyze sensor data from equipment to predict failures and reduce unplanned downtime. Robotics: Automation reimagining productivity and costs Alongside AI, advanced robotics is delivering measurable ROI across industries.

Technology 118

Technology ROI Cost-Benefit Manufacturing 118

CIO Business Intelligence

NOVEMBER 14, 2024

Migration to the cloud, data valorization, and development of e-commerce are areas where rubber sole manufacturer Vibram has transformed its business as it opens up to new markets. An innovation for CIOs: measuring IT with KPIs CIOs discuss sales targets with CEOs and the board, cementing the IT and business bond.

ROI 120

ROI B2B Business Objectives Digital Transformation 120

CIO Business Intelligence

DECEMBER 5, 2024

For companies heavily reliant on South Korea’s stable infrastructure and government policies to support advanced manufacturing, the recent turmoil introduces risks that may force them to reevaluate their expansion strategies.

Uncertainty 111

Uncertainty Risk Manufacturing Strategy 111

David Menninger's Analyst Perspectives

JANUARY 15, 2025

ISG Research asserts that by 2027, one-third of enterprises will incorporate comprehensive external measures to enable ML to support AI and predictive analytics and achieve more consistently performative planning models. Few go deeper or gather external data in a way that makes it accessible across an enterprise.

Predictive Modeling 130

Predictive Modeling Forecasting Predictive Analytics Statistics 130

CIO Business Intelligence

DECEMBER 18, 2024

For example, were seeing specialized SaaS solutions for healthcare, finance, real estate, and manufacturing, among others. While value-based pricing is appealing in theory, it can be extremely difficult to measure and implement in practice.

ROI 116

ROI Software Finance Uncertainty 116

DataKitchen

MAY 10, 2021

Data operations is manufacturing. As such, applying manufacturing methods, such as lean manufacturing, to data analytics produces tremendous quality and efficiency improvements. As such, applying manufacturing methods, such as lean manufacturing, to data analytics produces tremendous quality and efficiency improvements.

Testing 214

Testing Manufacturing Data Quality Statistics 214

datapine

AUGUST 19, 2020

Inventory metrics are indicators that help you monitor, measure, and assess your performance – and thus, give you some keys to optimize your processes as well as improve them. This is something you can measure with a customer service KPI like the net promoter score or NPS, that evaluates the power of your referral.

Metrics 286

Metrics KPI Cost-Benefit Dashboards 286

CIO Business Intelligence

DECEMBER 18, 2024

Ingram Micro doesnt manufacture anything. As a platform company, measurement is crucial to success. We have a very tight way to govern and measure our efforts so we dont focus on things that dont deliver value. To be a platform business, you need a network, demand, supply, data, and a customer experience that differentiates.

Digital Transformation 116

Digital Transformation Metrics Measurement ROI 116

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

Cloudera

JUNE 8, 2021

Peter Drucker summed it up when he said ( more or less ), “If you can’t measure it, you can’t manage it.” Define the metrics you are going to use to measure your progress and success. The post The 4 keys to a successful manufacturing IIOT pilot appeared first on Cloudera Blog. An important aspect of the process is your metrics.

Manufacturing 86

Manufacturing Digital Transformation Metrics Measurement 86

CIO Business Intelligence

JANUARY 12, 2023

In many ways, the manufacturing industry stands on edge—emerging from a pandemic and facing all-time highs in demand yet teetering on inflation-related economic uncertainty and coping with skilled labor shortages. The sheer volume of data available, for instance, prompts heightened expectations for real-time insights.

Manufacturing 76

Manufacturing Technology IoT Internet of Things 76

bridgei2i

OCTOBER 20, 2021

A Practitioner’s View on AI-Led Transformation in Manufacturing. In this podcast, the guest Adita Karnani shares some thought-provoking insights on AI-led automation in manufacturing plants and how digitalization coupled with the pandemic has led to innovations and processes within many industrial plants. Subscribe Now. Highlights.

Manufacturing 98

Manufacturing Enterprise IoT Technology 98

O'Reilly on Data

JULY 28, 2020

These measures are commonly referred to as guardrail metrics , and they ensure that the product analytics aren’t giving decision-makers the wrong signal about what’s actually important to the business. When a measure becomes a target, it ceases to be a good measure ( Goodhart’s Law ). Any metric can and will be abused.

Marketing 364

Marketing Experimentation Metrics Testing 364

CIO Business Intelligence

JANUARY 21, 2025

Deloittes State of Generative AI in the Enterprise reports nearly 70% have moved 30% or fewer of their gen AI experiments into production, and 41% of organizations have struggled to define and measure the impacts of their gen AI efforts. Why should CIOs bet on unifying their data and AI practices?

Cost-Benefit 142

Cost-Benefit Data-driven Strategy Marketing 142

DataKitchen

SEPTEMBER 18, 2024

A DataOps Approach to Data Quality The Growing Complexity of Data Quality Data quality issues are widespread, affecting organizations across industries, from manufacturing to healthcare and financial services. Early measurements provide valuable insights that can guide future improvements.

Scorecard 189

Scorecard Data Quality Measurement Testing 189

CIO Business Intelligence

DECEMBER 20, 2024

A modern data architecture needs to eliminate departmental data silos and give all stakeholders a complete view of the company: 360 degrees of customer insights and the ability to correlate valuable data signals from all business functions, like manufacturing and logistics. Provide user interfaces for consuming data. Curate the data.

Data Architecture 122

Data Architecture Management Consulting Internet of Things 122

datapine

FEBRUARY 9, 2024

The process helps businesses and decision-makers measure the success of their strategies toward achieving company goals. How does Company A measure the success of each individual effort so that it can isolate strengths and weaknesses? Key performance indicators enable businesses to measure their own ability to set and achieve goals.

KPI 221

KPI Management Key Performance Indicator Measurement 221

DataKitchen

NOVEMBER 18, 2021

The data analytics lifecycle is a factory, and like other factories, it can be optimized with techniques borrowed from methods like lean manufacturing. Instead, you’ll focus on managing change in governance policies and implementing the automated systems that enforce, measure, and report governance. They are process problems.

Testing 246

Testing Data Governance Measurement Software 246

CIO Business Intelligence

FEBRUARY 20, 2025

The framework originated in manufacturing, where it was developed to improve quality control and reduce variance in the manufacturing process. Six Sigma is a quality management methodology that aims to streamline processes in an effort to improve products and services.

Manufacturing 95

Manufacturing Testing Finance Modeling 95

DataKitchen

NOVEMBER 29, 2021

We group all of these methodologies underneath “Lean Manufacturing.” Lean seeks to identify waste in manufacturing processes by focusing on eliminating errors, cycle time, collaboration and measurement. The terminology is less important than staying focused on the goals of lean manufacturing.

Testing 245

Testing Data Lake Data Architecture Manufacturing 245

Smart Data Collective

FEBRUARY 19, 2020

Due to the variety of complications with mold design and mold manufacturing, and the combining of plastics and molding machines, there is difficulty in molding products with high quality and precision. Let’s see how our increasing advancement in technology is making big waves for manufacturers in their injection molding process.

Big Data 132

Big Data Technology Manufacturing Measurement 132

Rocket-Powered Data Science

JULY 7, 2019

is also sometimes referred to as IIoT (Industrial Internet of Things) or Smart Manufacturing, because it joins physical production and operations with smart digital technology, Machine Learning, and Big Data to create a more holistic and better connected ecosystem for companies that focus on manufacturing and supply chain management.

Internet of Things 157

Internet of Things Machine Learning Manufacturing IoT 157

CIO Business Intelligence

SEPTEMBER 23, 2024

For sectors such as industrial manufacturing and energy distribution, metering, and storage, embracing artificial intelligence (AI) and generative AI (GenAI) along with real-time data analytics, instrumentation, automation, and other advanced technologies is the key to meeting the demands of an evolving marketplace, but it’s not without risks.

Manufacturing 122

Manufacturing Internet of Things Metadata Risk 122

CIO Business Intelligence

NOVEMBER 14, 2023

In this article, we’ll explore the risks associated with IoT and OT connectivity and the measures that organizations need to take to safeguard enterprise networks. Ignoring encrypted traffic: Encryption is a common security measure, but it can also provide cover for cybercriminals to hide threats and evade detection.

IoT 130

IoT Enterprise Manufacturing Internet of Things 130

Smart Data Collective

JUNE 23, 2022

Chip shortages, among other components, have fueled a steep increase in car prices, as much as USD$900 above the manufacturer-suggested retail price (MSRP) for non-luxury cars and USD$1,300 above MSRP for luxury ones. . The cars themselves are valuable sources of data, an estimated 25 GB that can help manufacturers understand trends more.

Analytics 132

Analytics Manufacturing Internet of Things Advertising 132

CIO Business Intelligence

JULY 24, 2024

At the beginning of the year, the German software company estimated 8,000 jobs would be impacted , but according to a recent announcement, between 9,000 and 10,000 SAP jobs could be affected by the measures. In fact, it is currently impossible to predict the extent to which the software manufacturer will thin its workforce.

Manufacturing 116

Manufacturing Measurement Software Reporting 116

DataKitchen

OCTOBER 28, 2021

As the industry’s understanding of AI bias matures, model developers are getting better at defining and measuring bias. The data industry can begin the process of mitigating bias by viewing AI systems from a manufacturing process perspective. Data teams should formulate equity metrics in partnership with stakeholders. Equity As Code.

Testing 130

Testing IT Manufacturing Machine Learning 130

CIO Business Intelligence

JULY 30, 2024

It is a measure to set up qualifications and resources according to future business requirements, the manufacturer hinted. In the process, many employees are likely to leave the software manufacturer. In total, the manufacturer is spending around €3 billion on the restructuring.

IT 122

IT Manufacturing Sales Marketing 122

datapine

JANUARY 6, 2022

Yet, before any serious data interpretation inquiry can begin, it should be understood that visual presentations of data findings are irrelevant unless a sound decision is made regarding scales of measurement. Interval: a measurement scale where data is grouped into categories with orderly and equal distances between the categories.

Visualization 246

Visualization Dashboards Cost-Benefit Measurement 246

DataKitchen

MARCH 8, 2023

Like in product manufacturing, finding and reducing errors are the keys to data and analytics manufacturing success. Manufacturing production errors refer to mistakes or defects that occur during the manufacturing process. The day-to-day production of data analytics is also a manufacturing process. Will it work?

Analytics 130

Analytics Manufacturing Data-driven Data Analytics 130

CIO Business Intelligence

OCTOBER 23, 2023

Today, Dell and others in the industry use a cradle-to-grave assessment tool called the Product Attribute to Impact Algorithm (PAIA) , which calculates emissions related to four key lifecycle stages of a product: manufacturing, use (i.e., To improve, we must be able to measure. And we’re not stopping there.

Data-driven 125

Data-driven Manufacturing Measurement Digital Transformation 125

datapine

JULY 17, 2019

KPI is a value measured to assess how effective a project or company is at achieving its business objectives. In other words, KPIs provide organizations with the means of measuring how various aspects of the business are performing in relation to their strategic goals. What Is A KPI? What Is A KPI Report? 2) Select your KPIs.

KPI 223

KPI Reporting Key Performance Indicator Dashboards 223

datapine

JUNE 22, 2022

In order to really ensure you are growing and making the most out of your data-driven efforts, it is necessary to implement measurable goals that will allow you to efficiently assess your strategic efforts. KPIs are a type of measurement that helps organizations evaluate their success in different activities and areas.

KPI 152

KPI Key Performance Indicator Measurement Cost-Benefit 152

O'Reilly on Data

OCTOBER 11, 2022

How can you use it to analyze your current situation, and measure the results of any actions you take? Manufacturing affects quality control, customer support, finance, shipping and receiving, accounts receivable, and more. If you take some action, what changes? Most actions have multiple effects. Decide where data fits in.

Data Integration 352

Data Integration Insurance Dashboards Data-driven 352