CIO Business Intelligence

JANUARY 21, 2025

But alongside its promise of significant rewards also comes significant costs and often unclear ROI. Well also examine strategies CIOs can use to address these challenges, ensuring their organizations can recognize the rewards of GenAI without compromising financial stability. million in 2025 to $7.45

Cost-Benefit 98

Cost-Benefit ROI Measurement Strategy 98

CIO Business Intelligence

DECEMBER 10, 2024

CIOs have been able to ride the AI hype cycle to bolster investment in their gen AI strategies, but the AI honeymoon may soon be over, as Gartner recently placed gen AI at the peak of inflated expectations , with the trough of disillusionment not far behind. Proving the ROI of AI can be elusive , but rushing to achieve it can prove costly.

Sales 143

Sales Metrics Data-driven Measurement 143

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., PyTorch, TensorFlow, reinforcement learning, self-supervised learning).

Advertising 362

Advertising Cost-Benefit ROI Machine Learning 362

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

CIO Business Intelligence

OCTOBER 23, 2024

In a survey of 451 senior technology executives conducted by Gartner in mid-2024, a striking 57% of CIOs reported being tasked with leading AI strategies. However, the real challenge lies in identifying the right use cases where AI can enhance performance and deliver measurable project outcomes that justify the investment.”

Enterprise 141

Enterprise Cost-Benefit Broadcasting Risk 141

Smart Data Collective

FEBRUARY 16, 2023

According to one analysis, companies that used machine learning in their marketing strategies boosted sales by up to 50%. There are a number of ways that companies can boost their marketing strategies with machine learning technology. How Can Machine Learning Boost Your Social Media Marketing ROI?

Machine Learning 140

Machine Learning ROI Marketing Advertising 140

CIO Business Intelligence

DECEMBER 18, 2024

Resilience frameworks have measurable ROI, but they require a holistic, platform-based approach to curtail threats and guide the safe use of AI, he adds. CIOs are facing these challenges head-on by designing integrated resilience strategies to future-proof their organizations.

Risk 105

Risk Risk Management Cost-Benefit Measurement 105

O'Reilly on Data

MARCH 25, 2025

They also realized that, although LlamaIndex was cool to get this POC out the door, they couldnt easily figure out what prompt it was throwing to the LLM, what embedding model was being used, the chunking strategy, and so on. They used some local embeddings and played around with different chunking strategies.

Testing 168

Testing Data-driven Software Measurement 168

Occam's Razor

SEPTEMBER 29, 2009

One of the ultimate excuses for not measuring impact of Marketing campaigns is: "Oh, that's just a branding campaign." It is criminal not to measure your direct response campaigns online. I also believe that a massively under appreciated opportunity exists to truly measure impact of branding campaigns online.

Measurement 130

Measurement Metrics Analytics Marketing 130

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

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. “The first thing that CIOs need to find is, where are the potential little wins with AI?” The cost “just compounds exponentially,” he adds. “It

Management 124

Management Interactive ROI Software 124

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

Occam's Razor

MARCH 25, 2014

I recently had an opportunity to recommend to a group of CEOs everything they should measure for everything they should do with digital. One good way to accomplish that is to ensure you have an optimal org design , and that your Digital Marketing and Measurement Model exemplifies this balance. The Optimal Digital Investment Strategy ].

Metrics 157

Metrics Marketing Strategy Key Performance Indicator 157

CIO Business Intelligence

JUNE 9, 2023

Such is the case with a data management strategy. 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 example, smart hospitals employ effective data management strategies.

Strategy 116

Strategy Management Key Performance Indicator Cost-Benefit 116

CIO Business Intelligence

DECEMBER 18, 2024

We divided the technical challenges into a few areas, none of which focused on an ERP rationalization strategy. The strategy was to replicate transactions from those ERPs in near real time, and stage the data in a purposeful store format on the cloud. As a platform company, measurement is crucial to success.

Digital Transformation 116

Digital Transformation Metrics Measurement ROI 116

datapine

SEPTEMBER 29, 2022

5) How Do You Measure Data Quality? There are a lot of strategies that you can use to improve the quality of your information. More generally, low-quality data can impact productivity, bottom line, and overall ROI. No, its ultimate goal is to increase return on investment (ROI) for those business segments that depend upon data.

Data Quality 241

Data Quality Metrics Data-driven Management 241

CIO Business Intelligence

NOVEMBER 5, 2024

An operationalized carbon-neutral strategy requires end-to-end visibility on climate data. 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.

Uncertainty 98

Uncertainty Measurement ROI Reporting 98

O'Reilly on Data

MARCH 31, 2020

This means that the AI products you build align with your existing business plans and strategies (or that your products are driving change in those plans and strategies), that they are delivering value to the business, and that they are delivered on time. AI product estimation strategies.

Management 363

Management Machine Learning Experimentation Metrics 363

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. Like this, they define what is working and what isn’t and improve their strategies to succeed. Enter modern content reports.

Dashboards 179

Dashboards Reporting ROI Metrics 179

Smart Data Collective

NOVEMBER 12, 2021

To address newer challenges, security providers have developed new technologies and strategies to combat evolving threats. To get acquainted with the ways security firms are handling the new breed of threats in cyberspace, here’s a rundown of the notable strategies the leading cybersecurity platforms and security firms are offering.

Strategy 143

Strategy Enterprise Testing Cost-Benefit 143

datapine

JANUARY 24, 2021

It is not just important to gather all the existing information, but to consider the preparation of data and utilize it in the proper way, has become an indispensable value in developing a successful business strategy. For example, you need to develop a sales strategy and increase revenue. Giving the most ROI? Driving revenue?

IT 317

IT Statistics KPI Data-driven 317

Smart Data Collective

APRIL 20, 2021

However, only 20 percent consider their digital transformation strategies effective. As mentioned, only a fifth of the business executives surveyed considers their digital transformation strategies effective. The study reveals a number of reasons behind this reported ineffectiveness of big data strategies that don’t get utilized.

Big Data 125

Big Data Strategy Digital Transformation Metrics 125

datapine

APRIL 10, 2019

It’s a no surprise videos can serve as a strong and stable base for a successful marketing strategy. of marketing experts has named video marketing as the best content type with the best ROI and 70% of professionals report videos convert better than any other medium. You may pick any metric to measure the success of your video content.

Marketing 121

Marketing Strategy Recreation/Entertainment Publishing 121

CIO Business Intelligence

APRIL 18, 2022

Today, Doug Laney, innovation fellow of data and analytics strategy at West Monroe, disputes Humby’s assertion on a technicality: “When you use a drop of oil, you can only use it one way at a time,” Laney says. times more likely when they demonstrated ROI on their BI or data analytics investments. A framework for data project ROI.

ROI 116

ROI IT Dashboards Sales 116

CIO Business Intelligence

NOVEMBER 2, 2023

Rapid advancements in artificial intelligence (AI), particularly generative AI are putting more pressure on analytics and IT leaders to get their houses in order when it comes to data strategy and data management. If you go out and ask a chief data officer, a head of IT, ‘Is your data strategy aligned?’, I need to know my forecast.

Data Strategy 137

Data Strategy Strategy Sales Data Governance 137

Smart Data Collective

APRIL 20, 2023

One of the many reasons that they are using big data is to create better content marketing strategies. A content marketing strategy can help businesses establish brand awareness, increase conversions, and connect with their target audience. Why Is Data Important in Content Marketing?

Marketing 110

Marketing Strategy Big Data ROI 110

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. This blog post will provide an in-depth exploration of these strategies, equipping fund managers with the knowledge to boost their fund performance and investor confidence.

ROI 97

ROI Data Analytics Analytics Risk Management 97

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. 1) Too expensive and hard to justify the ROI of BI. They also need these tools to generate a true ROI. 4) Businesses aren’t measuring the right indicators.

Business Intelligence 183

Business Intelligence Cost-Benefit Dashboards ROI 183

datapine

OCTOBER 11, 2023

Every day, more and more businesses realize the value of analyzing their own performance to boost strategies and achieve their goals. A Warehouse KPI is a measurement that helps warehousing managers to track the performance of their inventory management, order fulfillment, picking and packing, transportation, and overall operations.

Metrics 217

Metrics KPI Management Cost-Benefit 217

CIO Business Intelligence

MARCH 19, 2025

However, embedding ESG into an enterprise data strategy doesnt have to start as a C-suite directive. Most data management conferences and forums focus on AI, governance and security, with little emphasis on ESG-related data strategies.

IT 59

IT Data Governance Data-driven Metrics 59

Corinium

JUNE 6, 2019

Beyond that, we recommend setting up the appropriate data management and engineering framework including infrastructure, harmonization, governance, toolset strategy, automation, and operating model. What do you recommend to organizations to harness this but also show a solid ROI? How fast are the advances you’re seeing in AI now?

Insurance 250

Insurance Analytics Forecasting Deep Learning 250

datapine

FEBRUARY 14, 2021

The shorter the conversion cycle the better, and this invaluable supply chain metric will help you take the right measures to ensure that you can run your business with less money tied up in operations. The days sales outstanding (DSO) KPI measures how swiftly you are able to collect or generate revenue from your customers.

Metrics 260

Metrics KPI Dashboards Sales 260

datapine

APRIL 12, 2023

A loyal, high-value repeat customer is worth more than a cheap sale, and by implementing the right strategy, setting the right goals, and working with the right KPIs, you will achieve the results you desire. But how do you calculate the impact of your promotional strategies? Keep reading to find out!

Sales 176

Sales KPI Metrics Cost-Benefit 176

Smart Data Collective

JULY 11, 2022

As digital business strategies continue to evolve, the Chief Marketing Officer (CMO) must adapt their skills and knowledge to not only keep up, but get ahead. This is going to entail learning more about the benefits of data analytics and how they can be integrated into their overall marketing strategy. Social Media Marketing.

Data Analytics 145

Data Analytics Analytics Advertising Big Data 145

DataKitchen

JUNE 24, 2021

Chapin also mentioned that measuring cycle time and benchmarking metrics upfront was absolutely critical. “It Before we jump into a methodology or even a data strategy-based approach, what are we trying to accomplish? DataOps Maximizes Your ROI. The panelists provided great advice for maximizing ROI with DataOps. .

Metrics 211

Metrics ROI Measurement Cost-Benefit 211