O'Reilly on Data

SEPTEMBER 15, 2021

In June 2021, we asked the recipients of our Data & AI Newsletter to respond to a survey about compensation. The average salary for data and AI professionals who responded to the survey was $146,000. We didn’t use the data from these respondents; in practice, discarding this data had no effect on the results.

Machine Learning 363

Machine Learning Statistics Reporting Consulting 363

CIO Business Intelligence

NOVEMBER 1, 2024

Paul Beswick, CIO of Marsh McLellan, served as a general strategy consultant for most of his 23 years at the firm but was tapped in 2019 to relaunch the risk, insurance, and consulting services powerhouse’s global digital practice. Simultaneously, major decisions were made to unify the company’s data and analytics platform.

IT 105

IT Insurance Consulting Risk 105

CIO Business Intelligence

FEBRUARY 21, 2025

Boston Dynamics well known robotic dog Spot was among the first advanced robots, and most use machine learning (ML) pattern recognition models. Outlook on deployments Despite the ongoing hurdles, CIOs and consultants see promise for AI humanoid robots in manufacturing, warehousing, retail, hospitality, healthcare, and construction.

Manufacturing 125

Manufacturing Machine Learning Consulting Modeling 125

O'Reilly on Data

MARCH 25, 2025

Weve seen this across dozens of companies, and the teams that break out of this trap all adopt some version of Evaluation-Driven Development (EDD), where testing, monitoring, and evaluation drive every decision from the start. Two big things: They bring the messiness of the real world into your system through unstructured data.

Testing 174

Testing Data-driven Software Measurement 174

CIO Business Intelligence

JANUARY 21, 2025

AI systems can analyze vast amounts of data in real time, identifying potential threats with speed and accuracy. Companies like CrowdStrike have documented that their AI-driven systems can detect threats in under one second. Thats the potential of AI-driven automated incident response.

Behavioral Analytics 122

Behavioral Analytics Data-driven Risk Insurance 122

CIO Business Intelligence

APRIL 8, 2025

Data is the foundation of innovation, agility and competitive advantage in todays digital economy. As technology and business leaders, your strategic initiatives, from AI-powered decision-making to predictive insights and personalized experiences, are all fueled by data. Data quality is no longer a back-office concern.

Data Quality 102

Data Quality Data-driven Key Performance Indicator Metadata 102

CIO Business Intelligence

FEBRUARY 6, 2025

As someone deeply involved in shaping data strategy, governance and analytics for organizations, Im constantly working on everything from defining data vision to building high-performing data teams. My work centers around enabling businesses to leverage data for better decision-making and driving impactful change.

Unstructured Data 115

Unstructured Data Manufacturing Data Governance Sales 115

O'Reilly on Data

OCTOBER 13, 2020

Similarly, in “ Building Machine Learning Powered Applications: Going from Idea to Product ,” Emmanuel Ameisen states: “Indeed, exposing a model to users in production comes with a set of challenges that mirrors the ones that come with debugging a model.”. Proper AI product monitoring is essential to this outcome. I/O validation.

Management 314

Management Machine Learning Metrics Modeling 314

O'Reilly on Data

FEBRUARY 11, 2020

We suspected that data quality was a topic brimming with interest. The responses show a surfeit of concerns around data quality and some uncertainty about how best to address those concerns. Key survey results: The C-suite is engaged with data quality. Data quality might get worse before it gets better.

Data Quality 363

Data Quality Metadata Data Governance Publishing 363

CIO Business Intelligence

NOVEMBER 6, 2024

Consulting giant Deloitte says 70% of business leaders have moved 30% or fewer of their experiments into production. Gen AI must be driven by people who want to implement the technology,” he says. Currently, we don’t have gen AI-driven products and services,” he says. “We We use machine learning all the time.

Forecasting 133

Forecasting Risk Technology Strategy 133

Cloudera

AUGUST 6, 2021

This landscape is one that presents opportunities for a modern data-driven organization to thrive. At the nucleus of such an organization is the practice of accelerating time to insights, using data to make better business decisions at all levels and roles. Data Strategy. Data and decision culture.

Data-driven 105

Data-driven B2B Data Strategy Strategy 105

Rocket-Powered Data Science

FEBRUARY 12, 2021

Repetition implies that the same steps are repeated many times, for example claims processing or business form completion or invoice processing or invoice submission or more data-specific activities, such as data extraction from documents (such as PDFs), data entry, data validation, and report preparation.

ROI 234

ROI Digital Transformation Reporting Machine Learning 234

IBM Big Data Hub

FEBRUARY 12, 2024

And thanks to online metrics, specific customer feedback, and data analytics, these retailers had more information about their customers than ever before. The next wave of technology driven CX We’re entering a new age of customer experience driven by digital transformation.

Data-driven 92

Data-driven Manufacturing Advertising Consulting 92

datapine

MARCH 31, 2022

Does data excite, inspire, or even amaze you? Despite these findings, the undeniable value of intelligence for business, and the incredible demand for BI skills, there is a severe shortage of BI-based data professionals – with a shortfall of 1.5 2) Top 10 Necessary BI Skills. 3) What Are the First Steps To Getting Started?

Business Intelligence 239

Business Intelligence Statistics Visualization Data-driven 239

CIO Business Intelligence

FEBRUARY 20, 2025

Making decisions based on data To ensure that the best people end up in management positions and diverse teams are created, HR managers should rely on well-founded criteria, and big data and analytics provide these. Kastrati Nagarro The problem is that many companies still make little use of their data.

Big Data 84

Big Data Measurement Visualization Machine Learning 84

DataKitchen

DECEMBER 9, 2022

ChatGPT> DataOps, or data operations, is a set of practices and technologies that organizations use to improve the speed, quality, and reliability of their data analytics processes. The goal of DataOps is to help organizations make better use of their data to drive business decisions and improve outcomes.

Machine Learning 130

Machine Learning Data-driven Optimization Data Analytics 130

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. They have also used machine learning to automate the transportation of important materials. AI-based software development.

Software 141

Software Machine Learning B2B Manufacturing 141

CIO Business Intelligence

MARCH 5, 2025

According to a recent survey by Foundry , nearly all respondents (97%) reported that their organization is impacted by digital friction, defined as the unnecessary effort an employee must exert to use data or technology for work. AI-driven asset information management will play a critical role in that final push toward zero incidents.

Management 86

Management Data-driven Cost-Benefit Risk 86

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.

Data mining 144

Data mining Data-driven Statistics OLAP 144

CIO Business Intelligence

AUGUST 7, 2024

But how will it change IT operations and what’s needed to support the next generation of AI and machine learning applications? And how quickly will AI earn trust to operate with the most sensitive data and facilitate high-stakes decisions? What infrastructure and skills will you need today and tomorrow?

Data Processing 139

Data Processing Data-driven Enterprise Machine Learning 139

CIO Business Intelligence

JULY 30, 2024

Many of the AI use cases entrenched in business today use older, more established forms of AI, such as machine learning, or don’t take advantage of the “generative” capabilities of AI to generate text, pictures, and other data. For many enterprises the return on investment for gen AI is elusive , he says.

Insurance 144

Insurance Machine Learning Interactive Finance 144

Smart Data Collective

DECEMBER 28, 2021

Big data is playing a massive role in countless industries. We recently interviewed many entrepreneurs to understand their big data priorities. Many offices are using big data to lift productivity. Many offices are using big data to lift productivity. Big Data is the Key to Office Productivity.

Big Data 134

Big Data Machine Learning Data-driven Marketing 134

CIO Business Intelligence

MAY 26, 2022

When companies first start deploying artificial intelligence and building machine learning projects, the focus tends to be on theory. But the tools that data scientists use to create these proofs of concept often don’t translate well into production systems. Is there a model that can provide the necessary results?

Machine Learning 145

Machine Learning Data-driven Modeling Dashboards 145

CIO Business Intelligence

MAY 28, 2022

When companies first start deploying artificial intelligence and building machine learning projects, the focus tends to be on theory. But the tools that data scientists use to create these proofs of concept often don’t translate well into production systems. Is there a model that can provide the necessary results?

Machine Learning 143

Machine Learning Data-driven Modeling Dashboards 143

CIO Business Intelligence

SEPTEMBER 11, 2024

Oracle has announced the launch of Oracle Fusion Cloud Sustainability — an app that integrates data from Oracle Fusion Cloud ERP and Oracle Fusion Cloud SCM , enabling analysis and reporting within Oracle Fusion Cloud Enterprise Performance Management (EPM) and Oracle Fusion Data Intelligence.

Contextual Data 116

Contextual Data Key Performance Indicator Dashboards Data-driven 116

CIO Business Intelligence

JULY 28, 2022

For the past few years, IT leaders at a US financial services company have been struggling to hire data scientists to harness the increasing flood of incoming data that, if used properly, could improve customer experience and drive new products. It’s exponentially harder when it comes to data scientists.

Data Science 143

Data Science IT Machine Learning Data-driven 143

CIO Business Intelligence

SEPTEMBER 19, 2023

To gain a better understanding of how companies are putting AI to practical use, consultancy Deloitte surveyed 2,620 global business leaders, across 13 countries, as part of its Fueling the AI Transformation report. For other companies, AI use in customer service has also been driven by consumer’s increased expectations.

Enterprise 141

Enterprise Cost-Benefit Optimization Deep Learning 141

Domino Data Lab

AUGUST 9, 2021

For a model-driven enterprise, having access to the appropriate tools can mean the difference between operating at a loss with a string of late projects lingering ahead of you or exceeding productivity and profitability forecasts. In general terms, a model is a series of algorithms that can solve problems when given appropriate data.

Modeling 111

Modeling Deep Learning Machine Learning Statistics 111

Smart Data Collective

MARCH 27, 2023

Unleash your analytical prowess in today’s most coveted professions – Data Science and Data Analytics! As companies plunge into the world of data, skilled individuals who can extract valuable insights from an ocean of information are in high demand.

Data Science 119

Data Science Statistics Data-driven Machine Learning 119

CIO Business Intelligence

APRIL 5, 2022

For some, leveraging data and analytics tools is proving to be an effective way to address the challenges. As consulting firm Deloitte notes, the free movement and operation of people, raw materials, finished goods, and factory operations have been stymied. Goods need to be produced and moved from point to point.

Analytics 145

Analytics Cost-Benefit Forecasting Manufacturing 145

Jet Global

FEBRUARY 18, 2020

Gary Melling is the President and CEO of Acquired Insights, a firm that designs customized AI applications and tech-driven strategic initiatives. We hear about companies becoming “data-driven.” What’s distinct about working with digital data compared to the insights of the past? Are there institutional obstacles?

Data-driven 64

Data-driven Machine Learning Cost-Benefit ROI 64

CIO Business Intelligence

NOVEMBER 17, 2023

Turner helps drive that success by wearing two hats for the company: He oversees a product-driven organization that must develop and deliver innovative services out to hotel owners and guests continuously even as his teams continue to build out IHG’s internal technology stack and services.

Forecasting 132

Forecasting Consulting Data-driven Business Objectives 132

Domino Data Lab

JUNE 2, 2019

Co-chair Paco Nathan provides highlights of Rev 2 , a data science leaders summit. We held Rev 2 May 23-24 in NYC, as the place where “data science leaders and their teams come to learn from each other.” Nick Elprin, CEO and co-founder of Domino Data Lab. Introduction. Image Provided Courtesy of A.Spencer of Domino.

Data Science 110

Data Science Data-driven Machine Learning Modeling 110

erwin

AUGUST 13, 2020

Technology Disruption : How do we focus on innovation while leveraging existing technology, including artificial intelligence, machine learning, cloud and robotics? data protection, personal and sensitive data, tax issues and sustainability/carbon emissions)? big data, analytics and insights)?

Enterprise 143

Enterprise Cost-Benefit Uncertainty ROI 143

CIO Business Intelligence

JANUARY 11, 2023

As technology projects, budgets, and staffing grew over the past few years, the focus was on speed to market to maximize opportunity, says Troy Gibson, CIO services leader at business and IT advisory firm Centric Consulting. To achieve this goal, “CIOs need to treat the assessment and analysis of data as a scientific discipline,” he advises.

Digital Transformation 145

Digital Transformation Cost-Benefit Consulting Enterprise 145

bridgei2i

OCTOBER 11, 2021

The acquisition will add over 800 deeply skilled professionals to Accenture’s Applied Intelligence practice, strengthening and scaling up its global capabilities in data science, machine learning and AI-powered insights. The financial terms of the transaction are not being disclosed. Read the Press Release.

Machine Learning 52

Machine Learning Data Science Consulting Digital Transformation 52

BI-Survey

MARCH 19, 2025

Imagine standing at the entrance of a vast, ever-expanding labyrinth of data. This is the challenge facing organizations, especially data consumers, today as data volumes explode and complexity multiplies. The compass you need might just be Data Intelligenceand it’s more crucial now than ever before.

Metadata 52

Metadata Data-driven Unstructured Data Data Governance 52