O'Reilly on Data

MARCH 25, 2025

Most teams approach this like traditional software development but quickly discover it’s a fundamentally different beast. Check out the graph belowsee how excitement for traditional software builds steadily while GenAI starts with a flashy demo and then hits a wall of challenges? Whats worse: Inputs are rarely exactly the same.

Testing 174

Testing Data-driven Software Measurement 174

Smart Data Collective

MARCH 23, 2023

However, others want more control over AI technology, so they are seeking to develop their own AI software. The ROI of creating their own AI applications can be massive, but they still need to use them cost-effectively. Consider Outsourcing One of the biggest ways to reduce AI software development costs is by outsourcing.

Software 142

Software Strategy Cost-Benefit Testing 142

CIO Business Intelligence

OCTOBER 28, 2024

An intention to add pre-built workflow execution across business software applications into SuccessFactors, the result of SAP’s acquisition of the WalkMe digital adoption platform in September, in the first half of 2025, allowing customers “to improve employee experience and adoption across common workflows,” SAP said. ROI of Joule updates?

IT 111

IT ROI Data-driven Forecasting 111

CIO Business Intelligence

OCTOBER 4, 2024

Muchas organizaciones han luchado por encontrar el retorno de la inversión (ROI) después de lanzar proyectos de inteligencia artificial (IA) , pero existe el peligro de exigir demasiado, demasiado pronto, según la firma de investigación y asesoramiento de TI Forrester. Pero se está produciendo un reinicio de la IA.

ROI 23

ROI KPI Software Strategy 23

CIO Business Intelligence

OCTOBER 2, 2023

Those changes can consist of software programs your organization didn’t intend or plan to use but may need today and software programs your organization thought they needed but no longer use or plan to use in the future. In fact, many Oracle licensees may find that over the life of the ULA contract, their needs may have changed.

ROI 104

ROI Optimization Enterprise Modeling 104

David Menninger's Analyst Perspectives

FEBRUARY 4, 2019

Using this methodology, we evaluated vendor submissions 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). You can learn more about our Value Index as an effective vendor selection and RFI/RFP tool at [link].

Business Intelligence 243

Business Intelligence Analytics ROI Software 243

CIO Business Intelligence

NOVEMBER 21, 2024

Hidden costs and price hikes Deploying AI takes a different approach than other technologies, adds Sumit Johar, CIO at finance software vendor BlackLine. Beyond AI deployment challenges, software vendors are raising prices by 30% because of new AI features tacked on, Gartner says. Later on, those prices will go up,” he adds.

Management 124

Management Interactive ROI Software 124

CIO Business Intelligence

AUGUST 2, 2022

Driven by the ongoing need for companies to automate repetitive tasks, global RPA (robotic process automation) software revenue is expected to reach $2.9 RPA software revenue grew at 31% year over year during 2021, higher than the projected growth of 19.5% billion in 2022, up by 19.5%

Software 122

Software Forecasting Sales ROI 122

Smart Data Collective

JANUARY 30, 2023

AI technology is becoming increasingly important for software developers. We talked about some of the ways software developers can create successful AI applications. However it is equally important to use existing AI tools strategically to improve the quality of the software app lications that you are trying to design.

Software 124

Software Strategy Testing Advertising 124

CIO Business Intelligence

NOVEMBER 22, 2024

A roadmap emerges Accenture’s AI chief offered three key pieces of advice for CIOs to want to maximize gen AI ROI — without succumbing to “garbage in, garbage out” failures. “I think driving down the data, we can come up with some kind of solution.”

Unstructured Data 136

Unstructured Data Testing Modeling Enterprise 136

CIO Business Intelligence

JANUARY 21, 2025

New features in any software often come with risks, bugs and performance issues that take time to work out. FOMO vs. ROI: Know the difference While the shiny new object is being paraded, dont forget that typically with each upgrade, some key capabilities are also phased out. Prioritizing stability and reliability are critical.

Cost-Benefit 97

Cost-Benefit ROI Data-driven Risk 97

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). Why AI software development is different. This shift requires a fundamental change in your software engineering practice. It’s hard to predict how long an AI project will take.

Management 363

Management Machine Learning Experimentation Metrics 363

datapine

SEPTEMBER 29, 2022

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. Industry-wide, the positive ROI on quality data is well understood. Data Quality Management Best Practices.

Data Quality 241

Data Quality Metrics Data-driven Management 241

BA Learnings

MARCH 26, 2020

When identifying benefits particularly for the purpose of calculating Return on Investment (ROI), keep in mind that calculating ROI for a single project can be tricky as some process metrics or financial gains tend to be influenced by process changes, software implementation and other projects happening in parallel.

Key Performance Indicator 207

Key Performance Indicator Cost-Benefit ROI Measurement 207

CIO Business Intelligence

DECEMBER 18, 2024

This year saw emerging risks posed by AI , disastrous outages like the CrowdStrike incident , and surmounting software supply chain frailties , as well as the risk of cyberattacks and quantum computing breaking todays most advanced encryption algorithms. Furthermore, the software supply chain is also under increasing threat.

Risk 105

Risk Risk Management Cost-Benefit Measurement 105

CIO Business Intelligence

DECEMBER 19, 2024

These are fairly exciting times to watch new business models in software emerge after a decade plus of limited changes, he writes. While it may lack the direct ROI alignment of the outcome-based model, it simplifies the financial planning process for users who understand and manage technical resources.

Cost-Benefit 128

Cost-Benefit Modeling ROI Marketing 128

David Menninger's Analyst Perspectives

FEBRUARY 6, 2019

We utilized a structured research methodology that includes evaluation categories designed to reflect the breadth of the real-world criteria incorporated in a request for proposal (RFP) and vendor selection process for analytics and business intelligence software.

Analytics 182

Analytics Business Intelligence ROI Software 182

datapine

APRIL 13, 2021

Your Chance: Want to test a powerful agency analytics software? By using a reporting software that automates the analysis process, you can spend less time reporting and more time focusing on the creative part of your job. Your Chance: Want to test a powerful agency analytics software? What Are Agency Analytics?

Dashboards 256

Dashboards Reporting Analytics Cost-Benefit 256

datapine

DECEMBER 11, 2019

“Software as a service” (SaaS) is becoming an increasingly viable choice for organizations looking for the accessibility and versatility of software solutions and online data analysis tools without the need to rely on installing and running applications on their own computer systems and data centers. SaaS: The Key Characteristics.

Software 314

Software Cost-Benefit Data-driven Data Processing 314

CIO Business Intelligence

NOVEMBER 27, 2024

Diminishing returns CIOs ask how to get data clean, but they should ask how far to take it, says Mark Molyneux, EMEA CTO at software developer Cohesity. So, before embarking on major data cleaning for enterprise AI, consider the downsides of making your data too clean.

Enterprise 141

Enterprise Data Quality Structured Data Modeling 141

datapine

JANUARY 24, 2021

Try our professional data analysis software for 14 days, completely free! By asking the right questions, utilizing sales analytics software that will enable you to mine, manipulate and manage voluminous sets of data, generating insights will become much easier. Giving the most ROI? Data Is Only As Good As The Questions You Ask.

IT 317

IT Statistics KPI Data-driven 317

CIO Business Intelligence

JANUARY 7, 2025

Wartons Navigating Gen AIs Early Year Report says 57% anticipate slower AI spending increases, an indicator that enterprises are still searching for ROI on their initial investment. 2025 will be the year when generative AI needs to generate value, says Louis Landry, CTO at Teradata.

Digital Transformation 143

Digital Transformation Experimentation Cost-Benefit Strategy 143

datapine

MAY 21, 2019

These past BI issues may discourage them to adopt enterprise-wide BI software. Without further ado, here are the top 10 challenges of business intelligence in today’s digital world and how you can use modern software to tackle these issues. 1) Too expensive and hard to justify the ROI of BI. 2) Lack of company-wide adoption.

Business Intelligence 183

Business Intelligence Cost-Benefit Dashboards ROI 183

CIO Business Intelligence

JANUARY 30, 2025

DeepSeeks advancements could lead to more accessible and affordable AI solutions, but they also require careful consideration of strategic, competitive, quality, and security factors, says Ritu Jyoti, group VP and GM, worldwide AI, automation, data, and analytics research with IDCs software market research and advisory practice.

Modeling 117

Modeling Data-driven Technology Strategy 117

CIO Business Intelligence

APRIL 30, 2025

I spoke with IDCs Katie Norton, Research Manager, DevSecOps and Software Supply Chain Security , at IDCs 60th annual Directions conference. Are organizations demonstrably seeing ROI today ? ROI is more anecdotal than analytical right now. You can watch our conversation here , or via the YouTube player below.

ROI 52

ROI Measurement Risk Modeling 52

datapine

APRIL 15, 2020

Try our business intelligence software for 14 days, completely free! Agile analytics (or agile business intelligence) is a term used to describe software development methodologies used in BI and analytical processes in order to establish flexibility, improve functionality, and adapt to new business demands in BI and analytical projects.

Business Intelligence 276

Business Intelligence Analytics Testing Dashboards 276

O'Reilly on Data

FEBRUARY 11, 2020

Drilling down deeper, almost two-fifths of the survey audience works in tech-laden verticals such as software, consulting/professional services, telcos, and computers/hardware (Figure 2). High costs should compel organizations to take an ROI-based approach to how and where to deploy their data conditioning resources.

Data Quality 363

Data Quality Metadata Data Governance Publishing 363

DataKitchen

JUNE 24, 2021

He added, “Most organizations are well-versed in software and application development. Most companies have legacy models in software development that are well-oiled machines. It is better to ship software quickly because you can learn more. DataOps Maximizes Your ROI. DataOps is a complementary process.

Metrics 211

Metrics ROI Measurement Cost-Benefit 211

David Menninger's Analyst Perspectives

NOVEMBER 5, 2024

Agent management tools that were considered fundamental just a few years ago, like call recording, quality monitoring, and even workforce management software, are now heavily commoditized. This authority about customer service outcomes is exactly what buyers need to hear from software providers about these technologies.

ROI 130

ROI Interactive Software Measurement 130

datapine

JULY 3, 2019

Here, we’ll examine 18 essential KPIs for social media, explore the dynamics and demonstrate the importance of social metrics in the modern business age with the help of a KPI software , and, finally, wrapping up with tips on how to set KPIs and make the most of your social platforms. 14) Return on investment (ROI). Let’s get going.

Metrics 219

Metrics KPI Strategy ROI 219

CIO Business Intelligence

AUGUST 6, 2024

Tie tech debt to other projects An IT modernization and digital transformation angle for replacing old software and hardware can be a compelling argument, says Tim Beerman, CTO at IT services firm Ensono. A lot of it gets into even modernization as you’re building new applications and new software,” he says.

IT 141

IT Digital Transformation ROI Consulting 141

datapine

SEPTEMBER 6, 2022

Modern content performance reports in the shape of an interactive online dashboard present an intuitive and accessible way to assess your content’s success and its ROI in real-time and in one centralized location. Try our modern content reporting software for 14 days, completely free! Enter modern content reports.

Dashboards 179

Dashboards Reporting Metrics ROI 179

datapine

FEBRUARY 14, 2021

Finally, we will show how to combine those metrics with the help of modern KPI software and create professional supply chain dashboards. Try our modern logistics analytics software for 14 days, completely free! Maintaining a consistently solid ROI is the bread and butter of ongoing eCommerce success. Supply Chain Costs.

Metrics 260

Metrics KPI Dashboards Sales 260

datapine

JANUARY 31, 2022

For example, in regards to marketing, traditional advertising methods of spending large amounts of money on TV, radio, and print ads without measuring ROI aren’t working like they used to. Your Chance: Want to try a professional BI analytics software? Your Chance: Want to try a professional BI analytics software?

Business Intelligence 214

Business Intelligence Analytics Cost-Benefit ROI 214