David Menninger's Analyst Perspectives

NOVEMBER 5, 2024

At that early stage, Verint’s approach was to identify specific use cases that could benefit from AI-based automation, and incrementally developed bots as a definitive solution to those problems. It will be interesting to see how Verint quantifies Genie’s value in ROI terms, as it does for the rest of the bot portfolio.

ROI 130

ROI Interactive Software Measurement 130

CIO Business Intelligence

NOVEMBER 21, 2024

To ensure every IT initiative directly contributes to measurable business outcomes, CIOs must move from operational managers to strategic partners, collaborating with business leaders to align IT decisions with enterprise goals. These metrics might include operational cost savings, improved system reliability, or enhanced scalability.

Strategy 100

Strategy IT Business Objectives Cost-Benefit 100

CIO Business Intelligence

OCTOBER 23, 2024

CIOs are under increasing pressure to deliver meaningful returns from generative AI initiatives, yet spiraling costs and complex governance challenges are undermining their efforts, according to Gartner. hours per week by integrating generative AI into their workflows, these benefits are not felt equally across the workforce.

Enterprise 141

Enterprise Cost-Benefit Broadcasting Risk 141

BA Learnings

MARCH 26, 2020

While some companies identify business benefits with the sole intention of getting business cases approved, more mature companies tend to devote their resources to tracking and measuring these business benefits after the projects have been concluded. This is particularly important to note when developing a cost-benefit analysis.

Key Performance Indicator 207

Key Performance Indicator Cost-Benefit ROI Measurement 207

Alation

FEBRUARY 14, 2023

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. But, only 50% of leaders surveyed said that they measure their data governance systems at all. Success can evolve over time – and with it what you measure.

Data Governance 52

Data Governance ROI Metrics Cost-Benefit 52

Smart Data Collective

AUGUST 23, 2023

One of the benefits is that data analytics helps measure the ROI of trade show marketing more effectively. This is one of the many benefits of big data in marketing. Cost-Effective Impact: Building trade show booths and installing them may be expensive projects.

Big Data 81

Big Data ROI Marketing Advertising 81

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. Industry-wide, the positive ROI on quality data is well understood.

Data Quality 241

Data Quality Metrics Data-driven Management 241

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 115

Strategy Management Key Performance Indicator ROI 115

datapine

OCTOBER 11, 2023

Keep on reading to learn a definition, benefits, and a warehouse KPI list with the most prominent examples any manager should be tracking to achieve operational success. Now, let’s look at some benefits to keep putting the power of warehouse key performance indicators into perspective. Let’s dive in with the definition.

Metrics 217

Metrics KPI Management Cost-Benefit 217

CIO Business Intelligence

OCTOBER 29, 2024

On the other hand, there are also many cases of enterprises hanging onto obsolete systems that have long-since exceeded their original ROI. Kar advises taking a measured approach to system modernization. Identify the benefits and ensure that you keep business value at the forefront.”

IT 138

IT Cost-Benefit Strategy Risk 138

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. Gen AI projects can cost millions of dollars to implement and incur huge ongoing costs, Gartner notes. For example, a gen AI virtual assistant can cost $5 million to $6.5

ROI 142

ROI Cost-Benefit Experimentation Deep Learning 142

CIO Business Intelligence

APRIL 18, 2024

A new breed of AI assistant has set its sights on the enterprise user in recent months, with Microsoft and other vendors promising huge productivity gains that offset the cost. Its Copilot for Microsoft 365, a high-profile offering among the growing list of AI agents, costs $30 per seat per month, with a 300-seat minimum. No,” he says.

Cost-Benefit 139

Cost-Benefit ROI Sales Enterprise 139

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

SEPTEMBER 23, 2024

While corporate departments such as innovation may be easy targets and considered “overhead” for cost cutting, this can be a serious mistake since innovation is a strategic investment in the future of the company. And hear out new thought leadership topics that may come from left field, which could benefit customers.

ROI 109

ROI Scorecard Metrics B2B 109

O'Reilly on Data

SEPTEMBER 15, 2020

AI Benefits and Stakeholders. AI is a field where value, in the form of outcomes and their resulting benefits, is created by machines exhibiting the ability to learn and “understand,” and to use the knowledge learned to carry out tasks or achieve goals. AI-generated benefits can be realized by defining and achieving appropriate goals.

Advertising 299

Advertising Cost-Benefit ROI Machine Learning 299

datapine

SEPTEMBER 6, 2022

That said, measuring the success of your those efforts is another great part of the job, and on many occasions, it can prove to be overwhelming as you need to use multiple tools to gather the data. To get you started on the topic, we’ve put together this guide including definitions, benefits, examples, and a list of best practices.

Dashboards 179

Dashboards Reporting ROI Metrics 179

CIO Business Intelligence

MAY 30, 2024

Despite these concerns, CIOs are bullish on the value of AI, though only half say the most important gains will include cost reductions. Instead, productivity gains (83%) are far and away the top expected benefit, followed by increased competitiveness (77%). Today’s CIOs are working in a tornado of innovation.

ROI 110

ROI Digital Transformation Cost-Benefit Measurement 110

CIO Business Intelligence

MAY 27, 2024

CISOs are increasingly anxious because while they realize the ax will fall on them when the inevitable breach occurs, securing boardroom support for heavy investment in preventative measures, like training, is challenging in a world where revenue is demanded for each dollar spent. “The The incident cost Maersk over $300 million in losses.

Cost-Benefit 114

Cost-Benefit Statistics ROI Measurement 114

CIO Business Intelligence

AUGUST 27, 2024

The strategy unfolded through careful planning, leveraging technology to enhance the taxpayer experience and ensuring robust cybersecurity measures. Define clear objectives and secure executive buy-in Articulate challenges and benefits: Communicate the challenges posed by legacy applications and the potential benefits of APMR.

Cost-Benefit 101

Cost-Benefit Key Performance Indicator ROI Strategy 101

Smart Data Collective

MAY 26, 2022

This means that cities need to measure the air quality at many different locations instead of just a few. For years, the only way to measure air quality was to take samples of the air and send them to a laboratory for analysis. In recent years, sensors that can measure air quality in real-time have been developed.

Technology 129

Technology ROI Cost-Benefit Measurement 129

CIO Business Intelligence

JANUARY 10, 2024

Migrating infrastructure and applications to the cloud is never straightforward, and managing ongoing costs can be equally complicated. Plus, you need to balance the FinOps team’s need for autonomy against the CIO’s need for centralized control to gain economies of scale and avoid runaway costs. Then there’s housekeeping.

Cost-Benefit 122

Cost-Benefit Measurement Optimization Metrics 122

datapine

APRIL 12, 2023

Incremental Sales Calculation As mentioned, incremental sales are used by businesses as a key performance indicator to measure the financial success of their promotional efforts. In November, while running an advertising campaign that cost $1,500, the retailer sells $20,000 worth of ethical sweaters online. Keep reading to find out!

Sales 176

Sales KPI Metrics Cost-Benefit 176

Smart Data Collective

NOVEMBER 5, 2023

The digital marketing sector is among those most influenced by the benefits of analytics technology. The benefits are massive. Performance Measurement There are diverse ways to grasp customer attention in the online space. Analytics helps brands and businesses measure the impact of digital marketing campaigns run by them.

Marketing 109

Marketing Analytics ROI Data-driven 109

Anmut

MARCH 22, 2023

A data maturity model helps your company measure its data and business health. Anmut’s own clients estimate that poor data quality and availability causes at least 16% additional cost per year. Stage 2: Risk While there is a general awareness of the benefits of data governance , roles are poorly understood.

Measurement 52

Measurement Modeling Data Quality Data Governance 52

CIO Business Intelligence

OCTOBER 2, 2024

And Doug Shannon, automation and AI practitioner, and Gartner peer community ambassador, says the vast majority of enterprises are now focused on two categories of use cases that are most likely to deliver positive ROI. Data management, when done poorly, results in both diminished returns and extra costs.

Management 141

Management Data Governance Cost-Benefit Structured Data 141

CIO Business Intelligence

MAY 9, 2023

Like most CIOs you’ve no doubt leaned on ROI, TCO and KPIs to measure the business value of your IT investments. Those Three Big Acronyms are still important for fine-tuning your IT operations, but success today is increasingly measured in business outcomes. Maybe you’ve even surpassed expectations in each of these yardsticks.

ROI 124

ROI Cost-Benefit KPI Uncertainty 124

CIO Business Intelligence

FEBRUARY 28, 2024

Flexibility, Scalability, and Implementation Challenges The flexibility and scalability of SD-WAN are underscored as crucial benefits for organizations embarking on digital transformation journeys. While SD-WAN may represent a higher initial investment compared to traditional routers, the long-term return on investment (ROI) is significant.

Cost-Benefit 98

Cost-Benefit Digital Transformation ROI Strategy 98

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. The costs for individual gen AI tasks can be pennies, but even small costs add up.

Cost-Benefit 143

Cost-Benefit Metrics Insurance Measurement 143

CIO Business Intelligence

SEPTEMBER 19, 2024

But edge computing is unexplored territory for many and requires ongoing evaluation of performance and cost-effectiveness. Although edge implementations can cost more, eliminating latency can be worth the expense. To that end, IT leaders should perform a careful analysis of ROI before, during, and after an edge implementation.

ROI 101

ROI Cost-Benefit IoT Digital Transformation 101

CIO Business Intelligence

SEPTEMBER 24, 2024

To that end, Wiedenbeck and his team are tackling “unit cost,” or the expense of specific products and services, such as writing a policy, servicing a claim, or handling a customer request. See IDC PlanScape: Unit-Based Costing to Optimize IT Performance for an exploration of how unit cost can be applied to digital products and services.)

IT 123

IT Insurance Cost-Benefit Risk 123

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

datapine

JULY 3, 2019

In a hyper-connected digital world driven by data, there has never been a better time for businesses to gather meaningful insights on their target prospects, in addition to measuring ongoing levels of commercial growth and performance. Social media KPIs are values that measure the performance of social media marketing (SMM) campaigns.

Metrics 219

Metrics KPI Strategy ROI 219

IBM Big Data Hub

DECEMBER 14, 2023

There has been a lot of recent discussion around the business value of environmental, social and governance (ESG) reporting, and the degree to which it relates to financial performance and other measures of business value. There’s the double benefit of cost-efficiency and sustainability.

Cost-Benefit 66

Cost-Benefit Advertising ROI Business Objectives 66

datapine

MAY 21, 2019

Armed with BI-based prowess, these organizations are a testament to the benefits of using online data analysis to enhance your organization’s processes and strategies. Many are also overwhelmed by where to start, worried about cost and effort, and discouraged by stories of BI failures. “Up And the success stories are seemingly endless.

Business Intelligence 183

Business Intelligence Cost-Benefit Dashboards ROI 183

CIO Business Intelligence

JUNE 28, 2024

And in those cost-saving measures, IT has a vital role, according to IT director Niclas Lamberg. We’ve worked with digital investments for many years, but we haven’t benefited from what we could do when it comes to processing information and presenting it based on what you want to look at.

Cost-Benefit 102

Cost-Benefit Measurement ROI Risk 102

datapine

MAY 31, 2022

3) Cloud Computing Benefits. It provides better data storage, data security, flexibility, improved organizational visibility, smoother processes, extra data intelligence, increased collaboration between employees, and changes the workflow of small businesses and large enterprises to help them make better decisions while decreasing costs.

Risk 237

Risk Cost-Benefit Business Intelligence Data-driven 237

CIO Business Intelligence

AUGUST 1, 2024

Interestingly, despite the significance of technical debt as a cost concern and an inhibitor to improving security and implementing innovation (like AI), it ranks much lower on the list of immediate priorities for many organizations (20%). To make this happen, CIOs need to articulate the tangible benefits and ROI of AI investments.

Cost-Benefit 97

Cost-Benefit Measurement Data-driven Marketing 97