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

O'Reilly on Data

MARCH 25, 2025

Weve seen this across dozens of companies, and the teams that break out of this trap all adopt some version of Evaluation-Driven Development (EDD), where testing, monitoring, and evaluation drive every decision from the start. What breaks your app in production isnt always what you tested for in dev! The way out?

Testing 174

Testing Data-driven Software Measurement 174

CIO Business Intelligence

NOVEMBER 22, 2024

Unfortunately, despite hard-earned lessons around what works and what doesn’t, pressure-tested reference architectures for gen AI — what IT executives want most — remain few and far between, she said. “What’s Next for GenAI in Business” panel at last week’s Big.AI@MIT 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

DECEMBER 30, 2024

Generative AI has seen faster and more widespread adoption than any other technology today, with many companies already seeing ROI and scaling up use cases into wide adoption. The company says it can achieve PhD-level performance in challenging benchmark tests in physics, chemistry, and biology.

Software 141

Software ROI Modeling Interactive 141

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. They don’t automatically generate revenue and growth, maximize ROI, or keep users engaged and loyal. automated retirement portfolio rebalancing and maximized ROI).

Advertising 362

Advertising Cost-Benefit ROI Machine Learning 362

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). Find a change champion and get business users involved from the beginning to build, pilot, test, and evaluate models. Track ROI and performance. In 2025, thats going to change.

Experimentation 98

Experimentation ROI Risk Data Quality 98

Smart Data Collective

MAY 28, 2019

Big Data Drives the ROI of Digital Marketing. Split-testing tools also use big data to help marketers analyze the ROI of different customer segments. You can even use new machine learning tools to end campaigns if the ROI falls below a certain threshold. How does big data help with digital marketing?

ROI 109

ROI Big Data Marketing Advertising 109

Smart Data Collective

MAY 18, 2022

A high-quality testing platform easily integrates with all the data analytics and optimization solutions that QA teams use in their work and simplifies testing process, collects all reporting and analytics in one place, can significantly improve team productivity, and speeds up the release. This is not entirely true. Data reporting.

Testing 126

Testing Data Analytics Analytics Big Data 126

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. CIOs should create proofs of concept that test how costs will scale, not just how the technology works.”

Enterprise 141

Enterprise Cost-Benefit Broadcasting Risk 141

CIO Business Intelligence

APRIL 30, 2025

At ServiceNow, theyre infusing agentic AI into three core areas: answering customer or employee requests for things like technical support and payroll info; reducing workloads for teams in IT, HR, and customer service; and boosting developer productivity by speeding up coding and testing. These areas were chosen for their clear ROI potential.

IT 139

IT Sales Cost-Benefit Data-driven 139

CIO Business Intelligence

APRIL 18, 2022

times more likely when they demonstrated ROI on their BI or data analytics investments. Increasing numbers of West Monroe clients are asking the firm to help them through data monetization exercises: ideation, testing the feasibility of components, and laying out a roadmap for creating data products, Laney says. “At

ROI 116

ROI IT Dashboards Sales 116

Corinium

JUNE 6, 2019

Fractal’s recommendation is to take an incremental, test and learn approach to analytics to fully demonstrate the program value before making larger capital investments. It is also important to have a strong test and learn culture to encourage rapid experimentation. Therefore, understanding customers for cross and up-sell is paramount.

Insurance 250

Insurance Analytics Forecasting Deep Learning 250

Sisense

SEPTEMBER 23, 2019

Mike Cohn’s famous Test Pyramid places API tests at the service level (integration), which suggests that around 20% or more of all of our tests should focus on APIs (the exact percentage is less important and varies based on our needs). So the importance of API testing is obvious. API test actions.

Testing 89

Testing Strategy Modeling Publishing 89

CIO Business Intelligence

JUNE 21, 2023

Third-party testing and validation can help CIOs find security products that do what they say they do and meet the specific infrastructure needs of their organization. Even worse, some technology testing firms still allow vendors to manipulate their methodologies to skew the test results in their favor.

Testing 98

Testing Measurement ROI Risk 98

CIO Business Intelligence

JANUARY 21, 2025

The path may be a multi-step upgrade marathon Upgrading is a process that demands time, effort, testing, and yes, downtime. 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.

Cost-Benefit 97

Cost-Benefit ROI Data-driven Optimization 97

CIO Business Intelligence

NOVEMBER 13, 2024

Woolley recommends that companies consolidate around the minimum number of tools they need to get things done, and have a sandbox process to test and evaluate new tools that don’t get in the way of people doing actual work. With too many tools, you’re always playing catch up. But it’s also nice for employees to have some personal autonomy. “If

IT 141

IT Consulting ROI Cost-Benefit 141

CIO Business Intelligence

NOVEMBER 25, 2024

It’s an iterative process that involves regular monitoring, testing, and refining to make sure the AI is always working with the best possible data. By understanding the objective and working backward to identify the relevant data, companies can ensure their models are built on the right information.

Data Quality 99

Data Quality Interactive ROI Modeling 99

datapine

APRIL 15, 2020

Your Chance: Want to test an agile business intelligence solution? Business intelligence is moving away from the traditional engineering model: analysis, design, construction, testing, and implementation. Test BI in a small group and deploy the software internally. Finalize testing. Without further ado, let’s begin.

Business Intelligence 276

Business Intelligence Analytics Testing Dashboards 276

CIO Business Intelligence

NOVEMBER 27, 2024

If it costs more to detect and remove incorrect phone numbers in your dataset than it costs to make that number of wasted calls or send that many undeliverable text messages, then there’s no ROI in fixing the numbers in advance. “A It’s giving you a patient vignette with all the pertinent information already there for you,” he says. “It

Enterprise 141

Enterprise Data Quality Structured Data Modeling 141

datapine

JULY 3, 2019

Like most digital marketing mediums, there are a number of KPI examples you can associate with these platforms – and if tracked, measured, and analyzed to their maximum capacity, social KPIs will help your business expand its commercial reach while increasing engagement, boosting revenue, and significantly improving your ROI.

Metrics 219

Metrics KPI Strategy ROI 219

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. Others agree that making the case for resilience hinges on quantifying clear ROI associated with reduced costs. Its a business imperative, says Juan Perez, CIO of Salesforce.

Risk 105

Risk Risk Management Cost-Benefit Measurement 105

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

datapine

APRIL 13, 2021

Your Chance: Want to test a powerful agency analytics software? Your Chance: Want to test a powerful agency analytics software? Your Chance: Want to test a powerful agency analytics software? Your Chance: Want to test a powerful agency analytics software? Let’s dig in with the definition of agency analytics.

Dashboards 256

Dashboards Reporting Analytics Cost-Benefit 256

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?”. Best practices show that the financial impact of the CX capability is outlined in the onboarding process, tested and controlled along the way and measured and reported against quarterly.

Snapshot 195

Snapshot Measurement ROI Testing 195

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. Everything is being tested, and then the campaigns that succeed get more money put into them, while the others aren’t repeated.

Business Intelligence 214

Business Intelligence Analytics Cost-Benefit ROI 214

datapine

OCTOBER 17, 2019

No, your CEO is interested in revenue and ROI (an essential element of any effective financial management report). How much money you make, on average, for every new email subscriber and calculate the expected ROI. Ask other key stakeholders within the organization to test your report and offer their feedback. Get testing!

Reporting 263

Reporting Management Dashboards KPI 263

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

JANUARY 6, 2022

Before any serious data analysis can begin, the scale of measurement must be decided for the data as this will have a long-term impact on data interpretation ROI. Typically, quantitative data is measured by visually presenting correlation tests between two or more variables of significance. Variables are exclusive and exhaustive.

Visualization 246

Visualization Dashboards Cost-Benefit Measurement 246

CIO Business Intelligence

APRIL 30, 2025

Buyers are under pressure to boost developer productivity and reduce toil so AI tools that can deliver quick wins are top of mind, even if the long-term questions such as integration, governance, security, and ROI are being deferred. Are organizations demonstrably seeing ROI today ? ROI is more anecdotal than analytical right now.

ROI 52

ROI Measurement Risk Modeling 52

Smart Data Collective

AUGUST 21, 2023

The test format spans various subjects relevant to each certification. Their integrated fitness programming model is designed to meld different aspects of fitness into a holistic approach seamlessly. Now, let’s break down the exam structure.

ROI 98

ROI Data Analytics Analytics Big Data 98

DataKitchen

JUNE 24, 2021

And once we cracked the code on that alternative reality and they saw that we weren’t just talking about running a test but continuous testing every step or instantiating a transit environment to recreate a test environment in seconds rather than days. DataOps Maximizes Your ROI. Design for measurability.

Metrics 211

Metrics ROI Measurement Cost-Benefit 211

CIO Business Intelligence

FEBRUARY 1, 2024

Testing: Before I even deploy the hardware, what are the costs of quality assurance and testing? Integration: No matter how much testing occurs prior to installation, integration issues will always crop up and will need to be rectified.

Software 131

Software Enterprise Cost-Benefit ROI 131

CIO Business Intelligence

JANUARY 30, 2025

That echoes a statement issued by NVIDIA on Monday: DeepSeek is a perfect example of test time scaling. DeepSeeks work illustrates how new models can be created using that technique, leveraging widely available models and compute that is fully export control compliant.

Modeling 117

Modeling Data-driven Technology Strategy 117

Smart Data Collective

OCTOBER 5, 2021

More companies are using analytics to expand the reach of their PPC campaigns and improve their ROI. Setting up your campaigns in this way also gives you greater control; allowing you to adjust your budgets on a micro level and thus see incremental improvements to your ROI – especially if you use multiple groupings.

Analytics 133

Analytics Marketing ROI Testing 133

CIO Business Intelligence

MARCH 12, 2024

With greater scrutiny on margins and ROI, CIOs must spend wisely, making today’s economic environment a more difficult one for selling preemptive projects that don’t produce immediate ROI. When these additional costs appear, the original ROI prognosticators get unhappy. The average cost of a data breach is $4.64

ROI 122

ROI IT Manufacturing Metrics 122

David Menninger's Analyst Perspectives

NOVEMBER 5, 2024

As bots were developed, deployed and improved, Verint took its initial argument about identifying specific, immediately helpful use cases and added the critical element of ROI. 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

O'Reilly on Data

MARCH 31, 2020

This has serious implications for software testing, versioning, deployment, and other core development processes. Product recommendations are easy; nobody is injured if you recommend products that your customers don’t want, though you won’t see much ROI. What delivers the greatest ROI? How do you select what to work on?

Management 363

Management Machine Learning Experimentation Metrics 363