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 the workforce in many organizations does not have access to the same information by which they are being measured. This is a problem.

Analytics 340

Analytics Business Intelligence Measurement Reporting 340

David Menninger's Analyst Perspectives

NOVEMBER 9, 2021

If an organization goes through the trouble of measuring and reporting on a metric, the analysis ought to include all the information needed to evaluate that metric effectively. How does your organization define and display its metrics? A number, by itself, does not provide any indication of whether the result is good or bad.

Metrics 328

Metrics KPI Measurement Reporting 328

datapine

JANUARY 18, 2023

Table of Contents 1) What Is The Report Definition? 2) Top 14 Types Of Reports 3) What Does A Report Look Like? Businesses have been producing reports since, forever. This presents a problem for many modern organizations today as building reports can take from hours to days. What Is The Report Definition?

Reporting 201

Reporting Metrics Dashboards Visualization 201

O'Reilly on Data

JUNE 15, 2023

Within two months, ChatGPT had over a hundred million users—faster adoption than any technology in history. 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. The hand wringing soon began. This is unacceptable.

Metrics 287

Metrics Reporting Measurement Finance 287

CIO Business Intelligence

JULY 1, 2024

Shortcomings in incident reporting are leaving a dangerous gap in the regulation of AI technologies. Incident reporting can help AI researchers and developers to learn from past failures. Novel problems Without an adequate incident reporting framework, systemic problems could set in.

Reporting 120

Reporting Risk Management Experimentation Risk 120

CIO Business Intelligence

FEBRUARY 7, 2024

Key AI companies have told the UK government to speed up its safety testing for their systems, raising questions about future government initiatives that too may hinge on technology providers opening up generative AI models to tests before new releases hit the public.

Testing 121

Testing Reporting Risk Modeling 121

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

datapine

AUGUST 19, 2020

Explore our modern reporting software for 14 days, completely free! 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. Explore our modern reporting software for 14 days, completely free!

Metrics 286

Metrics KPI Cost-Benefit Dashboards 286

CIO Business Intelligence

APRIL 16, 2024

The next generation of leaders in family businesses is poised to embrace the transformative power of generative AI (GenAI) despite marked resistance from the incumbent leaders, according to a PwC report. The survey findings too echoed Hinojosa’s sentiment.

Reporting 103

Reporting Digital Transformation Uncertainty Measurement 103

O'Reilly on Data

JULY 28, 2020

Many companies face a problem that’s even worse: no one knows which levers contribute to the metrics that impact business outcomes, or which metrics are important to the company (such as those reported to Wall Street by publicly-traded companies). The Ethical OS also provides excellent tools for thinking through the impact of technologies.

Marketing 362

Marketing Experimentation Metrics Testing 362

datapine

JUNE 27, 2019

CEO dashboards and CEO reports are the answer. Here, we’ll consider what a leadership dashboard is, what it does, explore a selection of real-world CEO dashboard examples to demonstrate the power of this valuable leadership tool followed by top tips to create CEO reports. But how can you achieve this? Let’s get started.

Dashboards 245

Dashboards Sales Cost-Benefit Visualization 245

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. you would often need an IT professional prepare data reports for you.

Dashboards 316

Dashboards KPI Sales Visualization 316

datapine

SEPTEMBER 29, 2022

5) How Do You Measure Data Quality? In this article, we will detail everything which is at stake when we talk about DQM: why it is essential, how to measure data quality, the pillars of good quality management, and some data quality control techniques. Technology is only as efficient as the individuals who implement it.

Data Quality 241

Data Quality Metrics Data-driven Management 241

CIO Business Intelligence

NOVEMBER 15, 2023

One vehicle might be an annual report, one similar to those that have been published for years by public companies—10ks and 10qs and all those other filings by which stakeholders judge a company’s performance, posture, and potential. Such a report has a legacy already, if only a short one. Good question. Let’s start with Performance.

Publishing 123

Publishing Reporting IT Finance 123

CIO Business Intelligence

MAY 15, 2024

To do this requires more widespread awareness of cyber threats and information sharing, and a newly proposed cyber incident reporting rule from the Cybersecurity and Infrastructure Security Agency (“CISA”) is intended to meet this goal. Considering where you can decrease operational complexity to build in more capacity for reporting.

Reporting 115

Reporting Risk Data-driven Measurement 115

datapine

JANUARY 24, 2021

Once you have your data analytics questions, you need to have some standard KPIs that you can use to measure them. OK – so far, you’ve picked out some data analysis questions, and you’ve found KPIs to measure them. There are basically 4 types of scales: *Statistics Level Measurement Table*. Did the best according to what?

IT 317

IT Statistics KPI Data-driven 317

DataKitchen

JANUARY 20, 2021

Centralizing analytics helps the organization standardize enterprise-wide measurements and metrics. Examples of technologies that can be delivered ‘as a service’ include: Source code control repository. Central DataOps process measurement function with reports. Agile ticketing/Kanban tools. Deploy to production.

Metrics 243

Metrics Experimentation Measurement Testing 243

CIO Business Intelligence

JANUARY 2, 2025

The 2024 NACD Blue Ribbon Commission Report, Technology Leadership in the Boardroom: Driving Trust and Value , was released in early October 2024. This report from the NACD examines the impact of technology and data on corporate governance. What do we mean by enterprise technology?

Reporting 52

Reporting Technology Enterprise Cost-Benefit 52

CIO Business Intelligence

OCTOBER 5, 2023

The advent of new technologies has accelerated the rate of innovation and disrupted the business landscape as we know it. As the pace of innovation speeds up, tomorrow’s front runners are those who readily embrace disruptive technologies to spearhead new business models and capture new avenues of growth.

Technology 122

Technology Digital Transformation Data-driven Data Processing 122

CIO Business Intelligence

DECEMBER 18, 2023

Technology Solutions’ dominant model revolved around hardware products. While this model is not diminishing, new cloud-based software technologies are changing business needs and competitive realities are giving rise to alternative technology solutions business models. Outdated hardware also poses security risks.

Software 111

Software Technology Digital Transformation Data-driven 111

DataKitchen

SEPTEMBER 20, 2021

Eighty percent of companies surveyed reported five or more errors per month. Thirty percent of respondents reported more than 11 errors per month. When data errors corrupt reports and dashboards, it can be highly uncomfortable for the manager of the data team. Measurement DataOps. Enterprise DataOps.

Testing 246

Testing Metrics Measurement Dashboards 246

DataKitchen

MAY 10, 2021

Below we will illustrate the practices and technologies that enable data observability using the DataKitchen DataOps Platform which is specifically built to ease and accelerate the implementation of DataOps data observability. Week after week, it is measured with a million rows. The Shewhart chart identifies process inconsistencies.

Testing 214

Testing Manufacturing Data Quality Statistics 214

CIO Business Intelligence

JULY 2, 2024

Imagine navigating a rapidly changing landscape, where technology seems to evolve at the speed of light and the pressure to keep up is relentless — this is the reality for today’s CIO. Future proofing technology investments has become a critical imperative for organizations seeking to maintain their competitive edge.

Technology 107

Technology Cost-Benefit Digital Transformation Optimization 107

CIO Business Intelligence

DECEMBER 10, 2024

According to AI at Wartons report on navigating gen AIs early years, 72% of enterprises predict gen AI budget growth over the next 12 months but slower increases over the next two to five years. In HR, measure time-to-hire and candidate quality to ensure AI-driven recruitment aligns with business goals.

Sales 131

Sales Metrics Data-driven Measurement 131

datapine

DECEMBER 11, 2019

SaaS is less robust and less secure than on-premises applications: Despite some SaaS-based teething problems or technical issues reported by the likes of Google, these occurrences are incredibly rare with software as a service applications – and there hasn’t been one major compromise of a SaaS operation documented to date. Migration to PaaS.

Software 314

Software Cost-Benefit Data-driven Data Processing 314

datapine

FEBRUARY 3, 2022

Essentially, Key Performance Indicators or KPIs measure performance or progress based on specific business goals and objectives. Companies usually visualize these measurements together with the help of interactive KPI reports. While they are both quantitative measurements, they are used for different purposes.

Metrics 189

Metrics KPI Key Performance Indicator Sales 189

CIO Business Intelligence

JULY 30, 2024

Often misconstrued as basic IT support, ITSM encompasses all workplace technology, from devices to data servers and software applications. Beyond bogging down day-to-day operations, ITSM technology woes are pushing employees to seek new employment.

Strategy 113

Strategy Management IT Measurement 113

CIO Business Intelligence

FEBRUARY 13, 2024

IT leaders are drowning in metrics, with many finding themselves up to their KPIs in a seemingly bottomless pool of measurement tools. Still, when all is said and done, some key metrics stand out above the rest for accurately measuring IT success. The result is wasted time, confusion, and, in some cases, conflicting insights.

Metrics 139

Metrics IT ROI Measurement 139

datapine

MAY 31, 2022

It’s a hot topic, and as technologies continue to evolve at a rapid pace, the scope of the cloud continues to expand. More and more CRM, marketing, and finance-related tools use SaaS business intelligence and technology, and even Adobe’s Creative Suite has adopted the model. 2) The Challenges Of Cloud Computing. Security issues.

Risk 237

Risk Cost-Benefit Business Intelligence Data-driven 237

DataKitchen

NOVEMBER 27, 2024

For example, metrics like the percentage of missing values help measure completeness, while deviations from authoritative sources gauge accuracy. 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.

Data Quality 219

Data Quality Dashboards Metrics Cost-Benefit 219

CIO Business Intelligence

NOVEMBER 28, 2024

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. Here are 11 tips for blending security and FinOps operations for a more secure, cost-conscious approach to cloud management.

Cost-Benefit 138

Cost-Benefit Metrics Key Performance Indicator Reporting 138

datapine

APRIL 15, 2020

It’s necessary to say that these processes are recurrent and require continuous evolution of reports, online data visualization , dashboards, and new functionalities to adapt current processes and develop new ones. Understand the expected information delivery avenues: reports, dashboards, ad hoc reporting , etc.

Business Intelligence 276

Business Intelligence Analytics Testing Dashboards 276

CIO Business Intelligence

OCTOBER 31, 2024

CIOs failing to gain organizational traction with generative AI might want to rethink how they are introducing the technology — and how they are honing their AI strategies to suit. The key to getting value from both AI tools and AI solutions is to deploy them in the right way with the right expectations, the report’s authors say.

Data-driven 142

Data-driven Unstructured Data Experimentation Consulting 142

David Menninger's Analyst Perspectives

OCTOBER 9, 2024

In today's rapidly evolving technological landscape, artificial intelligence (AI) governance has emerged as a critical ingredient for successful AI deployments. One of the most important steps is to establish and track metrics that measure bias. Enterprises need to take steps to detect and prevent bias.

Metrics 147

Metrics Measurement Machine Learning Modeling 147

CIO Business Intelligence

NOVEMBER 11, 2024

An organization’s success is often measured from its revenue, and the ensuing bottom line, but organizations today are gauged on multiple parameters to assess that their success and production does not come at the expense of the environment and that processes are keeping sustainability practices at the fore.

Reporting 73

Reporting IoT Data Collection Data Quality 73

CIO Business Intelligence

JULY 9, 2024

The concern isn’t so much whether AI will replace jobs, but what skillsets the technology will replace, and how organizations and leaders can shift human priorities accordingly. “AI Taking a skills-based approach In its report, Deloitte points to Ikea, which implemented an AI customer service bot called Billie.

Metrics 139

Metrics Measurement Consulting Technology 139