datapine

OCTOBER 11, 2023

With the help of the right logistics analytics tools, warehouse managers can track powerful metrics and KPIs and extract trends and patterns to ensure everything is running at its maximum potential. It allows for informed decision-making and efficient risk mitigation. Making the use of warehousing metrics a huge competitive advantage.

Metrics 217

Metrics KPI Management Cost-Benefit 217

CIO Business Intelligence

DECEMBER 2, 2024

When you reframe the conversation this way, technical debt becomes a strategic business issue that directly impacts the value metrics the board cares about most. Business risk (liabilities): “Our legacy systems increase our cybersecurity exposure by 40%.” This creates a compelling “act now” narrative that boards understand.

ROI 136

ROI Cost-Benefit Metrics Strategy 136

CIO Business Intelligence

MAY 22, 2024

“I have found very few companies who have found ROI with AI at all thus far,” he adds. The concern about calculating the ROI also rings true to Stuart King, CTO of cybersecurity consulting firm AnzenSage and developer of an AI-powered risk assessment tool for industrial facilities.

ROI 143

ROI IT Measurement Cost-Benefit 143

CIO Business Intelligence

DECEMBER 10, 2024

Proving the ROI of AI can be elusive , but rushing to achieve it can prove costly. Specify metrics that align with key business objectives Every department has operating metrics that are key to increasing revenue, improving customer satisfaction, and delivering other strategic objectives.

Sales 143

Sales Metrics Data-driven Unstructured Data 143

CIO Business Intelligence

AUGUST 1, 2024

Nowadays, management wants return on investment (ROI) calculations as part of any AI proposal. But how do you calculate ROI on something completely new and different—or on something as complex as AI, which brings with it lots of issues such as data privacy concerns, regulatory compliance complications, and all-new security risks?

ROI 105

ROI Metrics Measurement Risk 105

O'Reilly on Data

MARCH 25, 2025

The coordination tax: LLM outputs are often evaluated by nontechnical stakeholders (legal, brand, support) not just for functionality, but for tone, appropriateness, and risk. Business value : Once we have a rubric for evaluating our systems, how do we tie our macro-level business value metrics to our micro-level LLM evaluations?

Testing 168

Testing Data-driven Software Measurement 168

CIO Business Intelligence

DECEMBER 9, 2024

Assuming a technology can capture these risks will fail like many knowledge management solutions did in the 90s by trying to achieve the impossible. Measuring AI ROI As the complexity of deploying AI within the enterprise becomes more apparent in 2025, concerns over ROI will also grow.

Enterprise 116

Enterprise Cost-Benefit ROI Measurement 116

CIO Business Intelligence

JANUARY 21, 2025

But alongside its promise of significant rewards also comes significant costs and often unclear ROI. Ineffective cost management: Over 22% of IT executives highlight challenges in managing costs and developing clear ROI methodologies. See also: Gen AI in 2025: Playtime is over, time to get practical. million in 2025 to $7.45

Cost-Benefit 98

Cost-Benefit ROI Measurement Strategy 98

CIO Business Intelligence

OCTOBER 13, 2022

One of the most important parameters for measuring the success of any technology implementation is the return on investment (ROI). Providing a compelling ROI on technology initiatives also puts CIOs in a stronger position for securing support and funds from the business for future projects. Align projects with business goals.

ROI 132

ROI IT Sales Consulting 132

Smart Data Collective

DECEMBER 15, 2021

Whether marketers intend to reach new customers or persuade the existing ones, here are ways analytics is boosting returns on investment (ROI): 1. Leveraging these metrics, digital marketers can draft personalized campaigns that meet customers’ needs and eliminate budget waste. Reduced Risks. Increased Customer Growth.

ROI 134

ROI Marketing Data Analytics Analytics 134

O'Reilly on Data

MARCH 31, 2020

Because it’s so different from traditional software development, where the risks are more or less well-known and predictable, AI rewards people and companies that are willing to take intelligent risks, and that have (or can develop) an experimental culture. What delivers the greatest ROI? How do you select what to work on?

Management 363

Management Machine Learning Experimentation Metrics 363

CIO Business Intelligence

NOVEMBER 13, 2024

Managers tend to incentivize activity metrics and measure inputs versus outputs,” she adds. And we’re at risk of being burned out.” If there are tools that are vetted, safe, and don’t pose security risks, and I can play around with them at my discretion, and if it helps me do my job better — great,” Woolley says.

IT 141

IT Consulting ROI Cost-Benefit 141

CIO Business Intelligence

APRIL 10, 2025

AI pressures The rapid adoption of AI over the past two years has demonstrated a need for IT spending to be better connected to business results, Guarini says, as CIOs are under pressure to deliver ROI from AI projects. Energy use has become an important expense to monitor as well, along with more traditional IT costs and risk management.

ROI 96

ROI Optimization Risk Management Forecasting 96

Occam's Razor

SEPTEMBER 29, 2009

Remember: Engagement is not a metric, its an excuse. ]. The ideal metrics for this desired outcome are Visitor Loyalty & Visitor Recency. You can compute two important metrics: Likelihood to Recommend / Brand Lift. There are a number of wonderful metrics you can use to measure online success of such marketing campaigns.

Measurement 130

Measurement Metrics Analytics Marketing 130

DataKitchen

MARCH 16, 2023

But wait, she asks you for your team metrics. Where is your metrics report? What are the metrics that matter? Gartner attempted to list every metric under the sun in their recent report , “T oolkit: Delivery Metrics for DataOps, Self-Service Analytics, ModelOps, and MLOps, ” published February 7, 2023.

Metrics 130

Metrics Data Analytics Analytics Measurement 130

CIO Business Intelligence

JULY 5, 2024

This is why many enterprises are seeing a lot of energy and excitement around use cases, yet are still struggling to realize ROI. So, to maximize the ROI of gen AI efforts and investments, it’s important to move from ad-hoc experimentation to a more purposeful strategy and systematic approach to implementation.

ROI 124

ROI Experimentation Risk Cost-Benefit 124

CIO Business Intelligence

MARCH 19, 2025

Developers, data architects and data engineers can initiate change at the grassroots level from integrating sustainability metrics into data models to ensuring ESG data integrity and fostering collaboration with sustainability teams. However, embedding ESG into an enterprise data strategy doesnt have to start as a C-suite directive.

IT 59

IT Data Governance Data-driven Metrics 59

CIO Business Intelligence

MARCH 12, 2024

With greater scrutiny on margins and ROI, CIOs must spend wisely, making today’s economic environment a more difficult one for selling preemptive projects that don’t produce immediate ROI. When this happens, corporate risk is heightened as preemptive projects get delayed — sometimes for indefinite periods of time.

ROI 122

ROI IT Manufacturing Metrics 122

Jet Global

MAY 15, 2020

A financial Key Performance Indicator (KPI) or metric is a quantifiable measure that a company uses to gauge its financial performance over time. These three statements are data rich and full of financial metrics. The Fundamental Finance KPIs and Metrics – Cash Flow. What is a Financial KPI? Current Ratio. View Guide Now.

Metrics 98

Metrics Finance Reporting KPI 98

Corinium

JUNE 6, 2019

Regulations and compliance requirements, especially around pricing, risk selection, etc., What do you recommend to organizations to harness this but also show a solid ROI? Measure user adoption and engagement metrics to not just understand products take-up, but also to enhance the overall product propositions.

Insurance 250

Insurance Analytics Forecasting Deep Learning 250

IBM Big Data Hub

APRIL 25, 2023

Environmental, Social, and Governance (ESG) risk management has emerged as a critical aspect of business strategy for companies worldwide. However, 57% of CEOs admit that defining and measuring the Return on Investment (ROI) and economic benefits of their sustainability efforts remain a significant challenge. Conduct ESG assessments.

Risk Management 78

Risk Management Risk Management Metrics 78

CIO Business Intelligence

DECEMBER 11, 2024

The expectations for AI are high, with 40% of the survey respondents expecting a return of three times or greater ROI, and it is this expectation that is driving investment, with 43% of organisations planning investment increases of over 20% over the next twelve months. Unsurprisingly, lack of skills is cited as the biggest challenge.

ROI 59

ROI Experimentation Insurance Strategy 59

CIO Business Intelligence

OCTOBER 12, 2023

This involves analyzing key metrics like resolution times, ticket volumes, knowledge base usage, and call data. These metrics offer invaluable insights for continuous improvement. Additionally, employ the business case as a tool to tackle potential risks and develop strategies for their mitigation.

Strategy 111

Strategy ROI IT Cost-Benefit 111

CIO Business Intelligence

JANUARY 23, 2024

For example, McKinsey suggests five metrics for digital CEOs , including the financial return on digital investments, the percentage of leaders’ incentives linked to digital, and the percentage of the annual tech budget spent on bold digital initiatives. As a result, outcome-based metrics should be your guide.

Measurement 141

Measurement Digital Transformation KPI Metrics 141

CIO Business Intelligence

AUGUST 15, 2024

Many of those gen AI projects will fail because of poor data quality, inadequate risk controls, unclear business value , or escalating costs , Gartner predicts. CIOs need to be able to articulate the business value and expected ROI of each project. For example, a gen AI virtual assistant can cost $5 million to $6.5

ROI 143

ROI Cost-Benefit Experimentation Deep Learning 143

datapine

NOVEMBER 13, 2019

With so many areas to consider, deciding which KPIs to focus on while defining metric measurement periods can prove to be a challenge at the initial stages. Procurement reports provide a wealth of opportunity to improve your ROI based on your various procurement actions and activities. c) Increase the efficiency of crucial KPIs.

Reporting 158

Reporting KPI Cost-Benefit Metrics 158

CIO Business Intelligence

MAY 9, 2022

While strong ROI is compelling, so is the fact that people issues are one of the top enterprise risks. ISO 30414 reflects the enterprise risks of neglecting the people aspect of corporate activities, and it shines a light on the contributions of an organization’s people. Establish a North Star.

Technology 97

Technology ROI Metrics Digital Transformation 97

Rocket-Powered Data Science

JULY 21, 2023

Here are four specific metrics from the report, highlighting the potentially huge enterprise system benefits coming from implementing Splunk’s observability and monitoring products and services: Four times as many leaders who implement observability strategies resolve unplanned downtime in just minutes, not hours or days.

Machine Learning 190

Machine Learning Metrics Reporting Internet of Things 190

CIO Business Intelligence

MARCH 25, 2024

And they want to know exactly how much return on investment (ROI) can be expected when IT leaders make technology-related changes. CFOs have grown comfortable with the traditional project-based approach, through which they believe they get a better handle on spend certainty and a better sense of ROI.

Modeling 124

Modeling Cost-Benefit IT ROI 124

CIO Business Intelligence

JUNE 9, 2023

Without it, businesses incur steep costs, but the downside, or costs, are often unclear because calculating data management’s return on investment (ROI), or upside, is a murky exercise. For many organizations, the real challenge is quantifying the ROI benefits of data management in terms of dollars and cents.

Strategy 116

Strategy Management Key Performance Indicator Cost-Benefit 116

Smarten

FEBRUARY 26, 2025

Compliance, Data Security and Industry Standards No Code, Low-Code development includes data encryption features and user access security controls to mitigate risk, and protect data integrity and privacy.

Analytics 64

Analytics Cost-Benefit ROI Visualization 64

datapine

JANUARY 18, 2023

This insightful report displays relevant metrics such as the top-performing agents, net promoter score, and first contact resolution rate, among others. It serves up a balanced blend of metrics that will empower you to boost engagement as well as retention rates.

Reporting 201

Reporting Metrics Dashboards Visualization 201

datapine

NOVEMBER 5, 2019

By harnessing the insights, information, and metrics that are most valuable to key aspects of your business and understanding how to take meaningful actions from your data, you will ensure your business remains robust, resilient, and competitive. If you fail to do so, you risk damages in your productivity and costs.

Dashboards 220

Dashboards Cost-Benefit Sales Metrics 220

Smart Data Collective

APRIL 5, 2021

Upon analysis, these user data can be transformed into valuable metrics that can be used to understand and also influence human behavior. The analysis provides metrics on overall site visits, consumer segments, bounce rate, page views, and retention time. Using Big Data for Web Development.

Big Data 137

Big Data Data-driven IT Sales 137

CIO Business Intelligence

MAY 1, 2024

Ready to roll It’s shorter to make a list of organizations that haven’t announced their gen AI investments, pilots, and plans, but relatively few are talking about the specifics of any productivity gains or ROI. It’s more long tail and white-glove hand holding, and the metric is more about customer satisfaction than the length of the call.”

Cost-Benefit 143

Cost-Benefit Metrics Insurance Measurement 143

Alation

FEBRUARY 14, 2023

And a data breach poses more than just a PR risk — by violating regulations like GDPR , a data leak can impact your bottom line, too. The role of monitoring, measuring, and metrics So, you’ve got the first step done; you’ve implemented data governance and everyone in your organization is on board. What % of tables have a definition?

Data Governance 52

Data Governance ROI Metrics Cost-Benefit 52

datapine

DECEMBER 17, 2019

The purpose is not to track every statistic possible, as you risk being drowned in data and losing focus. What kind of metrics matter to my audience? Once you have defined what you want to measure, you can select the appropriate metrics and visualize them with effective dashboard design.

Reporting 173

Reporting IT Key Performance Indicator Dashboards 173