CIO Business Intelligence

DECEMBER 9, 2024

Measuring AI ROI As the complexity of deploying AI within the enterprise becomes more apparent in 2025, concerns over ROI will also grow. However, we might expect to see a more nuanced approach to calculating ROI in the coming year. I see this taking shape in 5 key areas.

Enterprise 116

Enterprise ROI Cost-Benefit Measurement 116

CIO Business Intelligence

NOVEMBER 13, 2024

Managers tend to incentivize activity metrics and measure inputs versus outputs,” she adds. JP Morgan Chase president Daniel Pinto says the bank expects to see up to $2 billion in value from its AI use cases, up from a $1.5 billion estimate in May. The use of its API has also doubled since ChatGPT-4o mini was released in July.

IT 141

IT Consulting ROI Cost-Benefit 141

Corinium

AUGUST 17, 2020

A successful program often comes down to strategically choosing initiatives, using storytelling techniques to showcase ROI and keeping the right stakeholders involved. For a deeper dive into building customer experience momentum and to more about measuring CX profitability, Download InMoment’s new eBook “Evolving Your CX Program” here.

ROI 195

ROI Forecasting Metrics Measurement 195

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

CIO Business Intelligence

DECEMBER 18, 2024

The appeal of vertical SaaS lies in its ability to provide out-of-the-box solutions that require minimal customization, leading to faster implementation times and quicker ROI. But with recent financial market turbulence, the rise of AI, and buyer consolidation impacting todays market, some have started asking: Is SaaS dead?

ROI 116

ROI Software Finance Uncertainty 116

datapine

JANUARY 24, 2021

In our cutthroat digital age, the importance of setting the right data analysis questions can define the overall success of a business. That being said, it seems like we’re in the midst of a data analysis crisis. That being said, it seems like we’re in the midst of a data analysis crisis. Data Is Only As Good As The Questions You Ask.

IT 317

IT Statistics KPI Data-driven 317

CIO Business Intelligence

DECEMBER 10, 2024

Proving the ROI of AI can be elusive , but rushing to achieve it can prove costly. Set clear, measurable metrics around what you want to improve with generative AI, including the pain points and the opportunities, says Shaown Nandi, director of technology at AWS.

Sales 143

Sales Metrics Data-driven Measurement 143

CIO Business Intelligence

APRIL 25, 2024

Additionally, traditional security measures often fall short of addressing the unique demands of AI technologies. CIOs rank AI as a top priority alongside cybersecurity for IT departments. However, barriers such as adoption speed and security concerns hinder rapid AI integration, according to a new survey.

ROI 136

ROI Cost-Benefit Machine Learning Technology 136

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. Lets begin by examining the specific cost-related concerns CIOs face when adopting GenAI technologies.

Cost-Benefit 98

Cost-Benefit ROI Measurement Strategy 98

O'Reilly on Data

SEPTEMBER 15, 2020

Customer stakeholders are the people and companies that advertise on the platform, and are most concerned with ROI on their ad spend. Technical sophistication: Sophistication measures a team’s ability to use advanced tools and techniques (e.g., AI Goals as a Function of Maturity.

Advertising 362

Advertising Cost-Benefit ROI Machine Learning 362

Occam's Razor

JULY 6, 2015

There is a ton of pressure to show ROI, in 24 hours (!!). We can talk about Content AND Marketing AND Measurement. Thing One. I passionately dislike how most Marketers have become selfish – because most companies set deeply selfish goals for them! There is very little desire to "rock the boat."

Measurement 159

Measurement Marketing Metrics Strategy 159

CIO Business Intelligence

OCTOBER 23, 2024

Every enterprise must assess the return on investment (ROI) before launching any new initiative, including AI projects,” Abhishek Gupta, CIO of India’s leading satellite broadcaster DishTV said. AI costs spiral beyond control The second, and perhaps most pressing, issue is the rising cost of AI implementation.

Enterprise 141

Enterprise Cost-Benefit Broadcasting Risk 141

CIO Business Intelligence

JANUARY 23, 2024

Regardless of where organizations are in their digital transformation, CIOs must provide their board of directors, executive committees, and employees definitions of successful outcomes and measurable key performance indicators (KPIs). He suggests, “Choose what you measure carefully to achieve the desired results.

Measurement 141

Measurement Digital Transformation KPI Metrics 141

O'Reilly on Data

MARCH 25, 2025

The system is inconsistent, slow, hallucinatingand that amazing demo starts collecting digital dust. We call this POC Purgatorythat frustrating limbo where you’ve built something cool but can’t quite turn it into something real. The truth is, we’re in the earliest days of understanding how to build robust LLM applications.

Testing 174

Testing Data-driven Software Measurement 174

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

CIO Business Intelligence

APRIL 18, 2022

times more likely when they demonstrated ROI on their BI or data analytics investments. He and his wife, Edwinna Dunn, own Dunnhumby, a global customer data science company that helped Tesco create its Clubcard, the world’s first supermarket loyalty card. When you do use it, it gets used up. Information or data is very different.”.

ROI 116

ROI IT Dashboards Sales 116

Smart Data Collective

FEBRUARY 16, 2023

How Can Machine Learning Boost Your Social Media Marketing ROI? It’s easy to measure the success of your campaign with AI-driven analytics tools Measurement of success is essential for social media marketing. If you can’t measure it, how will you know if your actions are working?

Machine Learning 140

Machine Learning ROI Marketing Advertising 140

CIO Business Intelligence

MARCH 4, 2025

Artificial intelligence: Driving ROI across the board AI is the poster child of deep tech making a direct impact on business performance. in returns for every $1 invested , with some seeing over $10 in ROI. Thats a remarkably short horizon for ROI. It was hard to imagine this pace 5-10 years ago.

Technology 118

Technology ROI Cost-Benefit Manufacturing 118

CIO Business Intelligence

NOVEMBER 20, 2023

Measuring developer productivity has long been a Holy Grail of business. In addition, system, team, and individual productivity all need to be measured. Using tools such as Jira, which measures backlog management, it is possible to spot trends that are damaging to optimization. And like the Holy Grail, it has been elusive.

Measurement 126

Measurement Metrics Testing Software 126

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. To name a few — products and services that are delivered on time and on budget, and overall IT ROI.” You have to have a good measure of which teams need to move fast and what they are really achieving.”

Metrics 140

Metrics IT ROI Measurement 140

CIO Business Intelligence

NOVEMBER 21, 2024

Gartner’s prediction that CIOs can underestimate AI costs by 1,000% should be a wake-up call to CIOs to figure out how to measure and prioritize the AI projects that can provide value , Miller says. CIOs feeling the pressure to deploy successful AI projects have a second concern: that they don’t have the money to pull it off.

Management 124

Management Interactive ROI Software 124

CIO Business Intelligence

MARCH 19, 2025

Additionally, Deloittes ESG Trends Report highlights fragmented ESG data, inconsistent reporting frameworks and difficulties in measuring sustainability ROI as primary challenges preventing organizations from fully leveraging their data for ESG initiatives.

IT 59

IT Data Governance Data-driven Metrics 59

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 central to fostering continuous improvement.

Key Performance Indicator 207

Key Performance Indicator Cost-Benefit ROI Measurement 207

CIO Business Intelligence

NOVEMBER 5, 2024

Pursuing measurable results: Success with environmental sustainability requires making the organizational and cultural changes necessary to succeed and realize the potential financial and non-financial benefits. An operationalized carbon-neutral strategy requires end-to-end visibility on climate data. The key is good data quality.

Uncertainty 98

Uncertainty Measurement ROI Reporting 98

Dataiku

NOVEMBER 6, 2020

When it comes to calculating the return on investment (ROI) of data science, machine learning, and AI projects, there’s a lot to unpack. Before even jumping into the measurements and calculations, it’s important to understand the scope. Are you measuring ROI gained from a data platform or a series of data initiatives themselves?

ROI 68

ROI Measurement Machine Learning Data Science 68

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

CIO Business Intelligence

SEPTEMBER 6, 2023

Talk may be cheap, but when it comes to IT security, strategic conversations with colleagues, business partners, and other relevant parties can be priceless. The discussions address changing regulatory and compliance requirements, and reveal vulnerabilities and threats for risk mitigation.” Are our systems adequately modernized for security?

IT 142

IT ROI Risk Strategy 142

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. Table of Contents. 1) What Is Data Quality Management? 2) Why Do You Need DQM?

Data Quality 241

Data Quality Metrics Data-driven Management 241

CIO Business Intelligence

OCTOBER 6, 2022

They have clearly defined deadlines, specific cost estimates and deliverables, and calculated and expected ROI. True R&D has a totally different set of rules, measurements, and expectations. Define and articulate your definition of IT innovation. Define and articulate your definition of IT innovation. Think specificity.

IT 145

IT Cost-Benefit ROI Software 145

CIO Business Intelligence

DECEMBER 18, 2024

We also created a digital operations group called DigiOps, which is responsible to ensure our digital investments drive ROI. As a platform company, measurement is crucial to success. We have a very tight way to govern and measure our efforts so we dont focus on things that dont deliver value. All of this is intertwined.

Digital Transformation 116

Digital Transformation Metrics Measurement ROI 116

O'Reilly on Data

MARCH 31, 2020

If you’re already a software product manager (PM), you have a head start on becoming a PM for artificial intelligence (AI) or machine learning (ML). You already know the game and how it is played: you’re the coordinator who ties everything together, from the developers and designers to the executives. Why AI software development is different.

Management 363

Management Machine Learning Experimentation Metrics 363

Corinium

JULY 19, 2020

The number one question we’re asked at InMoment: “How do I prove the value or return on investment (ROI) of my customer experience program?”. Get Creative When Measuring Profitability. Consider what sort of revenue or profit proxies can be identified and measured. Interested in learning more about measuring CX profitability?

Snapshot 195

Snapshot Measurement ROI Testing 195

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. Enter modern content reports. Enter modern content reports. Why Is Content Report Analysis Important?

Dashboards 179

Dashboards Reporting Metrics ROI 179

Corinium

JUNE 6, 2019

A properly set framework will ensure quality, timeliness, scalability, consistency, and industrialization in measuring and driving the return on investment. What do you recommend to organizations to harness this but also show a solid ROI? There is usually a steep learning curve in terms of “doing AI right”, which is invaluable.

Analytics 250

Analytics Insurance Forecasting Deep Learning 250

Smart Data Collective

JULY 16, 2023

According to a report by Dataversity , a growing number of hedge funds are utilizing data analytics to optimize their rick profiles and increase their ROI. When employing a comprehensive risk management approach, fund managers can proactively take pre-emptive measures to protect their funds. And there is no sign of it slowing down.

ROI 97

ROI Data Analytics Analytics Risk Management 97