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

O'Reilly on Data

OCTOBER 19, 2021

While there isn’t an authoritative definition for the term, it shares its ethos with its predecessor, the DevOps movement in software engineering: by adopting well-defined processes, modern tooling, and automated workflows, we can streamline the process of moving from development to robust production deployments. Why: Data Makes It Different.

IT 362

IT Testing Experimentation Software 362

CIO Business Intelligence

DECEMBER 19, 2024

What if artificial intelligence (AI) could prevent 1,000 potential outages and improve IT service health and delivery by more than 75%? IT teams would sleep better, but thats just the start. They automated remediation and significantly improved MTTR and overall service quality.

IT 98

IT Insurance Cost-Benefit Optimization 98

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

O'Reilly on Data

MARCH 23, 2023

ChatGPT, or something built on ChatGPT, or something that’s like ChatGPT, has been in the news almost constantly since ChatGPT was opened to the public in November 2022. What is it, how does it work, what can it do, and what are the risks of using it? A quick scan of the web will show you lots of things that ChatGPT can do. It’s much more.

IT 321

IT Modeling Testing Risk 321

O'Reilly on Data

JANUARY 21, 2025

At first glance, its mesmerizinga paradise of potential. AI systems promise seamless conversations, intelligent agents, and effortless integration. But look closely and chaos emerges: a false paradise all along. Or perhaps it cheerfully informs your CEO its archived those sensitive board documentsinto entirely the wrong folder.

Cost-Benefit 256

Cost-Benefit Testing Interactive Software 256

CIO Business Intelligence

DECEMBER 10, 2024

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. That gives CIOs breathing room, but not unlimited tether, to prove the value of their gen AI investments.

Sales 143

Sales Metrics Data-driven Measurement 143

CIO Business Intelligence

NOVEMBER 7, 2024

As digital transformation becomes a critical driver of business success, many organizations still measure CIO performance based on traditional IT values rather than transformative outcomes. This creates a disconnect between the strategic role that CIOs are increasingly expected to play and how their success is measured.

Digital Transformation 128

Digital Transformation Metrics Measurement Key Performance Indicator 128

Analytics Vidhya

SEPTEMBER 30, 2022

Introduction Evaluation metrics are used to measure the quality of the model. This article was published as a part of the Data Science Blogathon. Selecting an appropriate evaluation metric is important because it can impact your selection of a model or decide whether to put your model into production.

Metrics 397

Metrics Measurement Data Science Publishing 397

Analytics Vidhya

APRIL 11, 2023

China’s Cyberspace Administration has released draft measures for managing generative AI services. China Unveils New Regulations for Artificial Intelligence In a move to strengthen its position as a global AI leader, China has taken a bold step to regulate generative AI.

Measurement 306

Measurement Management Analytics IT 306

Analytics Vidhya

AUGUST 5, 2022

Measuring the strength of that relationship […]. Introduction One of the most important applications of Statistics is looking into how two or more variables relate. Hypothesis testing is used to look if there is any significant relationship, and we report it using a p-value.

Statistics 375

Statistics Measurement Testing Data Science 375

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 158

Testing Data-driven Software Measurement 158

O'Reilly on Data

OCTOBER 12, 2021

First, we wondered about code quality. There are lots of ways to solve a given programming problem; but most of us have some ideas about what makes code “good” or “bad.” ” Is it readable, is it well-organized? Things like that. Do we care whether it’s readable? I don’t need to understand it.

Testing 338

Testing Measurement Consulting Modeling 338

Analytics Vidhya

JUNE 17, 2024

Introduction A fundamental component of statistical technique, regression analysis is essential for examining and measuring connections between variables. Its uses are numerous and diverse, from forecasting financial trends to evaluating medical results. Overview What is Regression Analysis?

Statistics 319

Statistics Forecasting Measurement Analytics 319

Analytics Vidhya

JULY 15, 2024

Think of time complexity as the clock ticking away, measuring how long an algorithm takes to complete based on the size of its input. Introduction Have you ever wondered what makes some algorithms faster and more efficient than others? It all boils down to two crucial factors: time and space complexity.

Measurement 319

Measurement Analytics IT Machine Learning 319

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. Measuring the impact of new technologies from a financial and productivity perspective has been a challenge for many years. I see this taking shape in 5 key areas.

Enterprise 116

Enterprise ROI Cost-Benefit Measurement 116

CIO Business Intelligence

DECEMBER 3, 2024

The US has announced sweeping new measures targeting China’s semiconductor sector, restricting the export of chipmaking equipment and high-bandwidth memory. Lam Research has said on its website that its initial assessment suggests the impact of the newly announced measures on its business will align largely with its earlier expectations.

Manufacturing 121

Manufacturing Measurement Technology Marketing 121

Analytics Vidhya

OCTOBER 28, 2023

This puzzle revolves around measuring a specific quantity of water using multiple jugs, each with varying capacities. Introduction The water jug problem, also known as the ‘water-pouring problem’ or ‘die hard problem,’ is a classic challenge in artificial intelligence and computer science.

Measurement 343

Measurement Analytics IT 343

CIO Business Intelligence

NOVEMBER 7, 2024

The government also plans to introduce measures to support businesses, particularly small and medium-sized enterprises (SMEs), in adopting responsible AI management practices through a new self-assessment tool. Meanwhile, the measures could also introduce fresh challenges for businesses, particularly SMEs.

Risk 130

Risk Management Measurement Consulting 130

Analytics Vidhya

DECEMBER 20, 2023

This comprehensive strategy mainly aims to measure and forecast potential risks associated with AI development. OpenAI, the renowned artificial intelligence research organization, has recently announced the adoption of its new preparedness framework.

Forecasting 337

Forecasting Measurement Strategy Risk 337

David Menninger's Analyst Perspectives

FEBRUARY 24, 2022

It means the workforce in many organizations does not have access to the same information by which they are being measured. Less than one-quarter (23%) report that one-half or more of their workforce is using analytics and BI. This is a problem. It means organizations must find other ways to communicate with, and manage, the workforce.

Analytics 340

Analytics Business Intelligence Measurement Reporting 340

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

Analytics Vidhya

JUNE 14, 2024

It covers examples such as drink sizes and professional ranks, applications in subjective evaluations like customer satisfaction surveys, appropriate statistical measures, and the qualitative nature of ordinal data. Understanding this data is […] The post Understanding and Using Ordinal Data appeared first on Analytics Vidhya.

Statistics 304

Statistics Measurement Analytics IT 304

CIO Business Intelligence

NOVEMBER 14, 2024

Migration to the cloud, data valorization, and development of e-commerce are areas where rubber sole manufacturer Vibram has transformed its business as it opens up to new markets. It’s a change fundamentally based on digital capabilities. SAP S/4HANA in the RISE version has more innovations and features than the on-premise version,” says Paleari.

ROI 120

ROI B2B Business Objectives Digital Transformation 120

CIO Business Intelligence

OCTOBER 24, 2024

IT leaders are placing faith in AI. Consider 76 percent of IT leaders believe that generative AI (GenAI) will significantly impact their organizations, with 76 percent increasing their budgets to pursue AI. But when it comes to cybersecurity, AI has become a double-edged sword.

Risk 128

Risk Measurement Optimization Machine Learning 128

Analytics Vidhya

JULY 19, 2024

Now for the intriguing Levenshtein Distance: it measures the amount of work needed to change one sequence into another, providing an effective tool for […] The post What is Levenshtein Distance? Introduction As you work on a significant document, let’s say you see you’ve spelled a word incorrectly.

Measurement 290

Measurement Analytics IT 290

Analytics Vidhya

MARCH 8, 2024

Google has unveiled its strategic measures to counter the proliferation of AI-generated spam and enhance the quality of search results. These updates signify a significant shift in Google’s approach to combatting low-value content and maintaining the integrity of its search engine.

Measurement 317

Measurement Analytics IT 317

David Menninger's Analyst Perspectives

NOVEMBER 9, 2021

If an organization goes through the trouble of measuring and reporting on a metric, the analysis ought to include all the information needed to evaluate that metric effectively. How does your organization define and display its metrics? I believe many organizations are not defining and displaying metrics in a way that benefits them most.

Metrics 328

Metrics KPI Measurement Reporting 328

Analytics Vidhya

DECEMBER 11, 2023

In this guide, we’ll explore the vital role of algorithm efficiency and its measurement using notations. Introduction In the world of technology, understanding algorithm efficiency is like having a superpower. Algorithm efficiency isn’t just for computer scientists; it’s for anyone who writes code.

Measurement 305

Measurement Optimization Technology Analytics 305

CIO Business Intelligence

JUNE 11, 2024

A 1958 Harvard Business Review article coined the term information technology, focusing their definition on rapidly processing large amounts of information, using statistical and mathematical methods in decision-making, and simulating higher order thinking through applications.

IT 136

IT Digital Transformation Broadcasting Business Objectives 136