David Menninger's Analyst Perspectives

FEBRUARY 24, 2022

Less than one-quarter (23%) report that one-half or more of their workforce is using analytics and BI. It means organizations must find other ways to communicate with, and manage, the workforce. This is a problem. It means organizations are not enabling their workforce to perform at peak efficiency and effectiveness.

Analytics 340

Analytics Business Intelligence Measurement Reporting 340

Analytics Vidhya

JULY 9, 2022

Introduction Companies struggle to manage and report all their data. This article was published as a part of the Data Science Blogathon. Even asking basic questions like “how many customers we have in some places,” or “what product do our customers in their 20s buy the most” can be a challenge. The data repository should […].

Modeling 349

Modeling Data Science Publishing Reporting 349

CIO Business Intelligence

SEPTEMBER 20, 2024

IT leaders face many challenging tasks, but few are more daunting than engaging with a direct report who has, in one way or another, become unreliable or neglectful. There are various reasons why a manager or executive may need to have a frank conversation with a direct report, says Orla Daly, CIO at training services provider Skillsoft.

Reporting 128

Reporting Business Objectives Consulting Manufacturing 128

CIO Business Intelligence

OCTOBER 8, 2024

According to CEO Andy Jassy, a massive reorganization is what’s needed to remove layers, flatten organizations, increase teammates’ ability to move fast, and create an employee utopia by getting rid of lots and lots of non-value-adding managers. Managers should avoid asking colleagues for help when thinking something through.

Management 132

Management Reporting Optimization IT 132

CIO Business Intelligence

AUGUST 22, 2024

To whom do its members report? We also discovered a variety of approaches to organizing reporting structures for security functions. Keep reading for a look at key findings from our research, along with tips on how CISOs can apply them to enhance the effectiveness of the security personnel they manage. How is it structured?

Management 122

Management Reporting Risk Marketing 122

Analytics Vidhya

FEBRUARY 8, 2023

Introduction Amazon Redshift is a fully managed, petabyte-scale data warehousing Amazon Web Services (AWS). Redshift uses columnar storage techniques to store data efficiently and supports data warehousing workloads intelligence, reporting, and analytics.

Data Warehouse 306

Data Warehouse Reporting Management Analytics 306

O'Reilly on Data

JUNE 15, 2023

If we want prosocial outcomes, we need to design and report on the metrics that explicitly aim for those outcomes and measure the extent to which they have been achieved. If every company had a different way of reporting its finances, it would be impossible to regulate them. There is no simple way to solve the alignment problem.

Metrics 289

Metrics Reporting Measurement Finance 289

O'Reilly on Data

SEPTEMBER 15, 2021

However, 8% of the correspondents reported decreased compensation, and 18% reported no change. This report focuses on the respondents from the US, with only limited attention paid to those from the UK. A small number of respondents (8%) reported salary decreases, and 18% reported no change.

Machine Learning 363

Machine Learning Statistics Reporting Consulting 363

David Menninger's Analyst Perspectives

OCTOBER 30, 2024

The application suite includes procurement, inventory management, warehouse management, order management and transportation management. Far from static, supply chain managers must constantly adjust to changing market conditions and prices, as well as adapt to unforecastable disruptions.

Management 130

Management IT Sales Manufacturing 130

CIO Business Intelligence

JULY 25, 2024

IT managers are often responsible for not just overseeing an organization’s IT infrastructure but its IT teams as well. To succeed, you need to understand the fundamentals of security, data storage, hardware, software, networking, and IT management frameworks — and how they all work together to deliver business value.

IT 131

IT Management Risk Risk Management 131

Analytics Vidhya

FEBRUARY 21, 2023

Organizations are converting them to cloud-based technologies for the convenience of data collecting, reporting, and analysis. This is where data warehousing is a critical component of any business, allowing companies to store and manage vast amounts of data.

Data Warehouse 290

Data Warehouse IT Data Collection Reporting 290

CIO Business Intelligence

OCTOBER 2, 2024

According to Kari Briski, VP of AI models, software, and services at Nvidia, successfully implementing gen AI hinges on effective data management and evaluating how different models work together to serve a specific use case. Data management, when done poorly, results in both diminished returns and extra costs.

Management 141

Management Data Governance Cost-Benefit Structured Data 141

Analytics Vidhya

FEBRUARY 21, 2023

Organizations are converting them to cloud-based technologies for the convenience of data collecting, reporting, and analysis. This is where data warehousing is a critical component of any business, allowing companies to store and manage vast amounts of data.

Analytics 271

Analytics Data Collection Reporting Technology 271

Analytics Vidhya

DECEMBER 24, 2022

A poorly designed DB can lead to trouble in data management, analysis, and reporting and can even cause your entire system to […]. Introduction Source: Photo by Kylo on Unsplash As a database (DB) designer, getting the design right from the start is important.

Data Science 268

Data Science Publishing Reporting Management 268

CIO Business Intelligence

SEPTEMBER 9, 2024

A comprehensive regulatory reach DORA addresses a broad range of ICT risks, including incident response, resilience testing, third-party risk management, and information sharing. These agents perform critical services like discovery service mapping, capacity optimization, and more, acting as a copilot for teams managing DORA compliance.

Risk Management 115

Risk Management Risk Management IT 115

CIO Business Intelligence

AUGUST 21, 2024

A number of obstacles stand in the way of IT leaders looking to address their enterprise content management objectives, but two stand out: a proliferation of tools and an inability to effectively integrate them. The result: numerous content silos and point products that don’t talk to one another. “In

Enterprise 119

Enterprise Management Finance Data-driven 119

O'Reilly on Data

OCTOBER 30, 2023

These should not be a random grab-bag of measures thought up by outside regulators or advocates, but disclosures of the actual measurements and methods that the companies use to manage their AI systems. Methods by which the AI provider manages and mitigates risks identified via Red Teaming, including their effectiveness.

Measurement 304

Measurement Risk Metrics Modeling 304

CIO Business Intelligence

SEPTEMBER 27, 2024

I give directions and strategies to the supplier and the partner, and an internal project manager acts as a link. This philosophy has led to the activation of an information system that manages clinical data in the three Emergency surgical centers in Afghanistan through the SDC software platform.

Management 128

Management IT Cost-Benefit Testing 128

DataKitchen

NOVEMBER 27, 2024

Another example is an analytic team that wants to focus on data that goes into the weekly report for the executive team. Because we MUST do them for compliance reporting to the government. This is particularly valuable for organizations managing data from multiple external providers or systems, such as suppliers or third-party APIs.

Data Quality 219

Data Quality Dashboards Metrics Cost-Benefit 219

CIO Business Intelligence

SEPTEMBER 12, 2024

As noted in the IDC FutureScape report “ Artificial Intelligence Will Reshape the IT Industry and the Way Businesses Operate ,” inadequate training in AI, cloud, data, security, and emerging tech fields will directly and negatively impact enterprise attempts to succeed in efforts that rely on such technologies.

Management 115

Management IT Experimentation Technology 115

O'Reilly on Data

MAY 27, 2020

These scores go on student report cards, and are a frequent topic at parent-teacher conferences. Ever since 1989, the state has periodically published a report card that rates each surgeon, by name, based on how many of that surgeon’s patients died in hospital or within 30 days after coronary artery bypass surgery.

Testing 355

Testing Risk Reporting Measurement 355

CIO Business Intelligence

SEPTEMBER 23, 2024

In fact, a new report from Forrester Research found that most healthcare organizations are focused more on short-term experimentation than implementing a broader strategic vision for GenAI. The culprit keeping these aspirations in check? It is still the data.

Management 115

Management Experimentation Strategy Data-driven 115

datapine

MARCH 6, 2023

Furthermore, 53% of HR professionals report that good onboarding boosts employee engagement rates. According to a 2020 employee engagement report : 93% of highly engaged employees feel like they receive adequate feedback for their performance as opposed to 41% of disengaged employees. Highly engaged employees are 2.3x

Data-driven 234

Data-driven Reporting Interactive Statistics 234

Analytics Vidhya

JULY 23, 2022

Cloud Adoption for Data and Analytics According to a Gartner report, by 2024, 70% of enterprises will use cloud and cloud-based AI infrastructure to operationalize AI, thereby significantly shifting the data gravity to the cloud. This article was published as a part of the Data Science Blogathon.

Software 329

Software Data Science Publishing Reporting 329

David Menninger's Analyst Perspectives

MARCH 13, 2024

ISG’s AI Buyer Behavior Survey reported that more than 6 in 10 participants have at least one AI application in production. However, despite the ease with which individuals can use AI as a result of natural language processing , creating and managing AI models is still a challenge. First, there is a shortage of skills.

Machine Learning 200

Machine Learning Data-driven Modeling Software 200

DataKitchen

DECEMBER 9, 2024

The company focused on delivering small increments of customer value data sets, reports, and other items as their guiding principle. Small, manageable increments marked the projects delivery cadence. The company evaluated Constant Contact, Hubspot, and Salesforce Marketing Cloud for customer relationship management.

Data Quality 173

Data Quality Data Lake Testing Statistics 173

CIO Business Intelligence

AUGUST 28, 2024

Now it’s much more in the spotlight as you’ve got machine identity management, non-human identity management, and post quantum cryptography all becoming hot button items that are going to impact security and compliance across the organization. A single physical device can run hundreds of ephemeral workloads.

Management 118

Management Enterprise Strategy Risk 118

O'Reilly on Data

JULY 28, 2020

The Core Responsibilities of the AI Product Manager. Product Managers are responsible for the successful development, testing, release, and adoption of a product, and for leading the team that implements those milestones. Product managers for AI must satisfy these same responsibilities, tuned for the AI lifecycle.

Marketing 363

Marketing Experimentation Metrics Testing 363

CIO Business Intelligence

NOVEMBER 28, 2024

For enterprises operating on the cloud, security and cost management are rising concerns. This can be challenging, as CISOs and FinOps teams often do not fall under the same reporting structure, which can impede collaboration in some corporate cultures, especially those where security operates in a silo.

Cost-Benefit 140

Cost-Benefit Metrics Key Performance Indicator Reporting 140

O'Reilly on Data

NOVEMBER 28, 2023

As of November 2023: Two-thirds (67%) of our survey respondents report that their companies are using generative AI. Two-thirds of our survey’s respondents (67%) report that their companies are using generative AI. And only 33% report that their companies aren’t using AI at all. Certainly not two-thirds of them.

Enterprise 277

Enterprise Testing Modeling Reporting 277