CIO Business Intelligence

MARCH 25, 2025

But as enterprises increasingly experience pilot fatigue and pivot toward seeking practical results from their efforts , learnings from these experiments wont be enough the process itself may need to produce more targeted success rates. A lot of efforts are not gen AI, but they are trying to inject some gen AI things into it, he explains.

ROI 127

ROI IT Experimentation Risk 127

O'Reilly on Data

NOVEMBER 18, 2019

In this interview from O’Reilly Foo Camp 2019, Hands-On Unsupervised Learning Using Python author Ankur Patel discusses the challenges and opportunities in making machine learning and AI accessible and financially viable for enterprise applications. ” ( 01:57 ). Then you have pre-trained models you can do transfer learning with.

ROI 158

ROI Unstructured Data Machine Learning Modeling 158

Dataiku

NOVEMBER 17, 2021

Today, AI is not a brand new concept and most enterprises have at least explored AI implementation. As of 2020, 68% of enterprises had used AI, having already adopted AI applications or introduced AI on some level into their business processes. For many years, AI was an experimental risk for companies.

ROI 110

ROI Enterprise Experimentation Risk 110

CIO Business Intelligence

OCTOBER 1, 2024

Many organizations have struggled to find the ROI after launching AI projects, but there’s a danger in demanding too much too soon, according to IT research and advisory firm Forrester. Obvious use cases that enterprises experimented with last year are now table stakes and embedded in business software.” But an AI reset is underway.

ROI 131

ROI IT Measurement Experimentation 131

Corinium

MARCH 23, 2020

Scaling AI capabilities across an entire organization is the best way to unleash the technology’s true potential to drive ROI. AI will add more than $13 trillion to the global economy over the next decade according to Harvard Business Review. Yet, the majority of organizations struggle to get the most out of their AI initiatives.

Enterprise 221

Enterprise ROI Machine Learning 221

CIO Business Intelligence

NOVEMBER 11, 2024

While the ROI of any given AI project remains uncertain , one thing is becoming clear: CIOs will be spending a whole lot more on the technology in the years ahead. AI spending on the rise Two-thirds (67%) of projected AI spending in 2025 will come from enterprises embedding AI capabilities into core business operations, IDC claims.

ROI 137

ROI Cost-Benefit Risk Experimentation 137

CIO Business Intelligence

APRIL 25, 2024

According to a separate study on the AI readiness of Indian enterprises conducted by EY and Indian IT industry body Nasscom, enterprises are also holding back the deployment of AI due to concerns about data security, privacy, brand reputation, and the safety and security of people and equipment.

ROI 136

ROI Cost-Benefit Machine Learning Technology 136

CIO Business Intelligence

DECEMBER 2, 2024

Our research shows 52% of organizations are increasing AI investments through 2025 even though, along with enterprise applications, AI is the primary contributor to tech debt. So it’s essential to show the ROI to your business from the management of these costs. This creates a compelling “act now” narrative that boards understand.

ROI 136

ROI Cost-Benefit Metrics Strategy 136

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. Deploy scalable technology.

ROI 132

ROI IT Sales Consulting 132

CIO Business Intelligence

OCTOBER 2, 2023

Most enterprises want to avoid expending unnecessary time, effort, and resources on licensing issues, so they can focus on maximizing value and results. Unfortunately, Oracle’s enterprise license agreements, and, more specifically, ULAs, typically require consistent oversight and proper management to ensure successful outcomes.

ROI 104

ROI Optimization Enterprise Modeling 104

erwin

AUGUST 13, 2020

For enterprise architecture, success is often contingent on having clearly defined business goals. This is especially true in modern enterprise architecture, where value-adding initiatives are favoured over strictly “foundational,” “keeping the lights on,” type duties.

Enterprise 143

Enterprise Cost-Benefit Uncertainty ROI 143

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

CIO Business Intelligence

OCTOBER 28, 2024

Scott Bickley, advisory fellow with the firm, said, “Workday launched its Skills Cloud back in 2018, and has been a thought leader in forecasting the enterprise shift from pre-defined roles to skills-based capabilities that allow an organization to dynamically pull from a skills pool the resources best suited to a task or goal.”

IT 111

IT ROI Data-driven Forecasting 111

David Menninger's Analyst Perspectives

MARCH 11, 2019

We evaluated Yellowfin and 14 other vendors in seven categories, five relevant to the product (adaptability, capability, manageability, reliability and usability) and two related to the vendor (TCO/ROI and vendor validation).

Enterprise 154

Enterprise Business Intelligence ROI Marketing 154

David Menninger's Analyst Perspectives

APRIL 10, 2019

We evaluated Tableau and 14 other vendors in seven categories, five relevant to the product (adaptability, capability, manageability, reliability and usability) and two related to the vendor (TCO/ROI and vendor validation).

Enterprise 165

Enterprise Business Intelligence ROI Marketing 165

CIO Business Intelligence

NOVEMBER 22, 2024

It’s a position many CIOs find themselves in, as Guan noted that, according to an Accenture survey, fewer than 10% of enterprises have gen AI models in production. “What’s Next for GenAI in Business” panel at last week’s Big.AI@MIT It’s time for them to actually relook at their existing enterprise architecture for data and AI,” Guan said.

Unstructured Data 136

Unstructured Data Testing Modeling Enterprise 136

CIO Business Intelligence

DECEMBER 17, 2024

Its the year organizations will move their AI initiatives into production and aim to achieve a return on investment (ROI). Change management creates alignment across the enterprise through implementation training and support. Track ROI and performance. In 2025, thats going to change. Turn to experts for guidance and support.

Experimentation 98

Experimentation ROI Risk Data Quality 98

CIO Business Intelligence

FEBRUARY 1, 2024

The other side of the cost/benefit equation — what the software will cost the organization, and not just sticker price — may not be as captivating when it comes to achieving approval for a software purchase, but it’s just as vital in determining the expected return on any enterprise software investment.

Software 131

Software Enterprise Cost-Benefit ROI 131

CIO Business Intelligence

DECEMBER 19, 2024

Agentic AI, the more focused alternative to general-purpose generative AI, is gaining momentum in the enterprise, with Forrester having named it a top emerging technology for 2025 in June. The reason is because enterprises look for some predictability. It is all dependent upon the features and usage volume, she adds.

Cost-Benefit 128

Cost-Benefit Modeling ROI Marketing 128

CIO Business Intelligence

JUNE 18, 2024

Enterprise resource planning (ERP) is ripe for a major makeover thanks to generative AI, as some experts see the tandem as a perfect pairing that could lead to higher profits at enterprises that combine them. At the same time, gen AI will make bill collections faster and cheaper, leading to increased profits, the report adds.

Enterprise 134

Enterprise Forecasting Unstructured Data Reporting 134

CIO Business Intelligence

APRIL 18, 2022

times more likely when they demonstrated ROI on their BI or data analytics investments. Product-based thinking means that there’s an owner in the business, managing it strategically with an ROI attitude. A framework for data project ROI. The industry is starting to recognize that. It could be a dataset, an ML model, or a report.

ROI 116

ROI IT Dashboards Sales 116

Corinium

SEPTEMBER 15, 2020

Establishing ROI for customer experience (CX) program is one of the greatest challenges that CX practitioners face in the 2020 experience landscape. An ROI model that allows you to make quick wins and meet long term goals. Download this paper to learn: How to realise the full potential and prove the value of your CX program.

ROI 195

ROI Enterprise Management Modeling 195

CIO Business Intelligence

AUGUST 14, 2024

Between building gen AI features into almost every enterprise tool it offers, adding the most popular gen AI developer tool to GitHub — GitHub Copilot is already bigger than GitHub when Microsoft bought it — and running the cloud powering OpenAI, Microsoft has taken a commanding lead in enterprise gen AI.

Enterprise 136

Enterprise Cost-Benefit Experimentation Modeling 136

IBM Big Data Hub

MARCH 4, 2024

This requires a holistic enterprise transformation. We refer to this transformation as becoming an AI+ enterprise. Figure 1: Transforming into an AI+ enterprise is at the core of what our team at IBM does An AI+ enterprise integrates AI as a first-class function across the business. times higher ROI.

Enterprise 96

Enterprise ROI Risk Strategy 96

Smart Data Collective

NOVEMBER 12, 2021

BAS is one of the top features in security posture management platforms for enterprises. It is not only able to check whether or not security controls are working the way they should; it also maximizes the ROI on these controls.

Strategy 143

Strategy Enterprise Testing Cost-Benefit 143

CIO Business Intelligence

APRIL 24, 2024

Microsoft is opening another route for extending the reach of its Copilot offerings in the enterprise through an expanded partnership with global professional services company Cognizant. The announcement comes amid reluctance among some CIOs regarding the ROI of generative AI copilots.

Enterprise 128

Enterprise Digital Transformation Consulting Uncertainty 128

Rocket-Powered Data Science

FEBRUARY 12, 2021

One can automate a very complicated and time-consuming process, even for a one-time bespoke application – the ROI must be worth it, to justify doing this only once. AAI) to conduct a survey of businesses and organizations in numerous sectors and industries, to assess the current and future (Now and Next) state of RPA in the enterprise.

ROI 234

ROI Digital Transformation Reporting Machine Learning 234

Corinium

APRIL 7, 2021

In addition, data virtualization enables companies to access data in real time while optimizing costs and ROI. This brief explains how data virtualization, an advanced data integration and data management approach, enables unprecedented control over security and governance.

Unstructured Data 195

Unstructured Data Management ROI Big Data 195

CIO Business Intelligence

NOVEMBER 13, 2024

There’s already more low-quality AI content flooding search results, and this can hurt employees looking for information both on the public web and in enterprise knowledge repositories. So in the short term, employees will have to deal with getting used to a new, limited technology, and companies will have to deal with uncertain ROI.

IT 141

IT Consulting ROI Cost-Benefit 141

Smart Data Collective

MAY 17, 2023

AI-Driven ERP Tools Are Becoming More Important than Ever AI tools are becoming more common in enterprise software. ERP systems have been stagnant for decades in managing and processing enterprise data. With AI, enterprises can analyze the purchasing behavior of different client categories and tailor their inventories to their needs.

Enterprise 116

Enterprise Cost-Benefit Software Data-driven 116

Corinium

JUNE 6, 2019

Lack of clear, unified, and scaled data engineering expertise to enable the power of AI at enterprise scale. Some of the work is very foundational, such as building an enterprise data lake and migrating it to the cloud, which enables other more direct value-added activities such as self-service. It is fast and slow.

Insurance 250

Insurance Analytics Forecasting Deep Learning 250

CIO Business Intelligence

MAY 30, 2022

The Open Group Architecture Framework (TOGAF) is an enterprise architecture methodology that offers a high-level framework for enterprise software development. The TOGAF certification is especially useful for enterprise architects , because it’s a common methodology and framework used in the field. TOGAF definition.

Enterprise 111

Enterprise Software Business Objectives Digital Transformation 111

CIO Business Intelligence

AUGUST 19, 2024

As IT decision makers consider new hardware, software, and devices today, they’re less concerned with product specs, speeds, and feeds, and more with how these investments will drive ROI and deliver true business outcomes.

Enterprise 112

Enterprise IT ROI Management 112

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

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. Proving the ROI of AI can be elusive , but rushing to achieve it can prove costly.

Sales 143

Sales Metrics Data-driven Unstructured Data 143