Analytics Vidhya

JUNE 9, 2023

Zomato, the renowned food and grocery delivery service, has taken a bold step into the world of artificial intelligence (AI) experimentation. Joining the ranks of businesses eager to leverage emerging technologies, Zomato aims to revolutionize the consumer experience through innovative AI-based solutions.

Experimentation 290

Experimentation Technology Analytics Machine Learning 290

CIO Business Intelligence

JANUARY 14, 2025

But CIOs need to get everyone to first articulate what they really want to accomplish and then talk about whether AI (or another technology) is what will get them to that goal. The time for experimentation and seeing what it can do was in 2023 and early 2024. What ROI will AI deliver?

Strategy 141

Strategy ROI Experimentation Risk 141

Analytics Vidhya

SEPTEMBER 28, 2023

Introduction The culinary world is a place of experimentation and creativity, where flavors and cultures combine to create delicious foods. AI has now begun to play a crucial role in the food industry by helping chefs and diners.

Experimentation 342

Experimentation Analytics Technology 342

CIO Business Intelligence

MARCH 25, 2025

Half of the organizations have adopted Al, but most are still in the early stages of implementation or experimentation, testing the technologies on a small scale or in specific use-cases, as they work to overcome challenges of unclear ROI, insufficient Al-ready data and a lack of in-house Al expertise.

ROI 127

ROI IT Experimentation Risk 127

CIO Business Intelligence

DECEMBER 12, 2024

It says our job as technology leaders can help educate our audience on what is possible and what it will take to get to their goal. Data quality is a problem that is going to limit the usefulness of AI technologies for the foreseeable future, Brown adds. Experimentation doesnt have to be huge, but it breeds familiarity, he says.

IT 134

IT Data Quality Experimentation Machine Learning 134

CIO Business Intelligence

OCTOBER 24, 2024

Generative AI is likely to confuse the capital investor as much as any technology ever has,” he adds. In many cases, CIOs and other IT leaders have moved past the peak expectations about what gen AI can do for their organizations and are headed into more realistic ideas about the future of the technology, Lovelock adds.

IT 133

IT Data-driven Recreation/Entertainment Experimentation 133

CIO Business Intelligence

JANUARY 6, 2025

Hes leveraging his vendor relationships to keep pace with emerging as well as tried-and-true technologies and practices. Were looking at how were enabling our employees to use the technology and think about the art of the possible to deliver business value. But its no longer about just standing it up.

IT 140

IT Cost-Benefit Measurement Experimentation 140

CIO Business Intelligence

DECEMBER 17, 2024

While genAI has been a hot topic for the past couple of years, organizations have largely focused on experimentation. Like any new technology, organizations typically need to upskill existing talent or work with trusted technology partners to continuously tune and integrate their AI foundation models.

Experimentation 98

Experimentation ROI Risk Data Quality 98

CIO Business Intelligence

NOVEMBER 27, 2024

Adopting Operational AI Organizations looking to adopt Operational AI must consider three core implementation pillars: people, process, and technology. Technology: The workloads a system supports when training models differ from those in the implementation phase.

Data Architecture 128

Data Architecture Cost-Benefit Machine Learning Experimentation 128

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. Research firm IDC projects worldwide spending on technology to support AI strategies will reach $337 billion in 2025 — and more than double to $749 billion by 2028.

ROI 137

ROI Cost-Benefit Risk Experimentation 137

CIO Business Intelligence

OCTOBER 17, 2024

This technology already exists.” Despite critics, most, if not all, vendors offering coding assistants are now moving toward autonomous agents, although full AI coding independence is still experimental, Walsh says. The technology exists, but it’s very nascent,” he says. That’s what we call an AI software engineering agent.

Software 141

Software Testing Experimentation Consulting 141

Rocket-Powered Data Science

FEBRUARY 15, 2023

Third, any commitment to a disruptive technology (including data-intensive and AI implementations) must start with a business strategy. Another perspective on technology-induced business disruption (including ChatGPT deployments) is to consider the three F’s that affect (and can potentially derail) such projects.

Strategy 290

Strategy Experimentation Uncertainty Machine Learning 290

O'Reilly on Data

JANUARY 11, 2022

What does “reproducibility” mean if the model is so large that it’s impossible to reproduce experimental results? In addition to creating vaccines that target new COVID variants, these technologies will enable developers to target diseases for which we don’t have vaccines, like AIDS.

Experimentation 361

Experimentation Modeling Strategy Machine Learning 361

Smart Data Collective

OCTOBER 13, 2021

The market for AI technology is growing remarkably. While marketing remains relevant and essential, AI technology provides endless opportunities that create a massive edge between you and your competitors. AI technology helps businesses respond to change and new business opportunities effectively. Leverage innovation.

Technology 133

Technology Cost-Benefit Experimentation Machine Learning 133

CIO Business Intelligence

DECEMBER 10, 2024

The sheer number of options and configurations, not to mention the costs associated with these underlying technologies, is multiplying so quickly that its creating some very real challenges for businesses that have been investing heavily to incorporate AI-powered capabilities into their workflows.

Modeling 116

Modeling Insurance Unstructured Data Experimentation 116

CIO Business Intelligence

OCTOBER 24, 2024

Noting that companies pursued bold experiments in 2024 driven by generative AI and other emerging technologies, the research and advisory firm predicts a pivot to realizing value. Forrester said most technology executives expect their IT budgets to increase in 2025. Others won’t — and will come up against the limits of quick fixes.”

ROI 127

ROI Data-driven Enterprise Experimentation 127

CIO Business Intelligence

DECEMBER 11, 2024

If 2023 was the year of AI discovery and 2024 was that of AI experimentation, then 2025 will be the year that organisations seek to maximise AI-driven efficiencies and leverage AI for competitive advantage. Some senior technology leaders fear a Pandoras Box type situation with AI becoming impossible to control once unleashed.

Risk 111

Risk Data Strategy Strategy Data Governance 111

CIO Business Intelligence

DECEMBER 20, 2024

Chief among these is United ChatGPT for secure employee experimental use and an external-facing LLM that better informs customers about flight delays, known as Every Flight Has a Story, that has already boosted customer satisfaction by 6%, Birnbaum notes.

IT 131

IT Unstructured Data Experimentation Data Lake 131

CIO Business Intelligence

MAY 31, 2022

These new, digitally enhanced worlds, realities, and business models are poised to revolutionize both life and enterprise in the next decade, as explored in Accenture’s recent Technology Vision 2022 report. Here are five implications these technologies will have on security and privacy as we build our collective future. .

Technology 116

Technology Interactive Experimentation IoT 116

CIO Business Intelligence

NOVEMBER 7, 2024

Caldas joined me for a recent episode of the Tech Whisperers podcast , where she opened up her leadership playbook and discussed what it takes to be a truly innovative, tech-forward company, one that leverages technology to gain first-mover advantage. Monica Caldas: I always think of technology as having a defensive and an offensive side.

Insurance 120

Insurance Experimentation Testing Technology 120

CIO Business Intelligence

JULY 24, 2024

This stark reality underscores a critical challenge facing CIOs: building and maintaining a technology portfolio that’s not just cutting-edge but also delivers tangible value. Enter the Technology Investment Matrix — a holistic approach that spans four key phases: exploration, exploitation, evolution, and elimination.

Technology 98

Technology Experimentation Cost-Benefit Digital Transformation 98

O'Reilly on Data

OCTOBER 19, 2021

What does a modern technology stack for streamlined ML processes look like? ML apps need to be developed through cycles of experimentation: due to the constant exposure to data, we don’t learn the behavior of ML apps through logical reasoning but through empirical observation. Can’t we just fold it into existing DevOps best practices?

IT 364

IT Testing Experimentation Software 364

CIO Business Intelligence

MARCH 5, 2025

Two years of experimentation may have given rise to several valuable use cases for gen AI , but during the same period, IT leaders have also learned that the new, fast-evolving technology isnt something to jump into blindly. This applies to all technologies, not just AI.

Testing 99

Testing Measurement Technology Experimentation 99

CIO Business Intelligence

APRIL 11, 2024

During the pandemic, an estimated 1.500 million students missed school, institutions adopted smart technologies to ensure the continuity of education. The organization that I work for King Abdullah University of Science and Technology (KAUST) is an example of those efforts,’ explained Jason Ross, CIO at KAUST.

Technology 105

Technology Digital Transformation Experimentation Testing 105

David Menninger's Analyst Perspectives

MAY 17, 2023

Artificial intelligence (AI) has evolved from a highly specialized niche technology to a worldwide phenomenon. Nearly 9 in 10 organizations use or plan to adopt AI technology. And recently, ChatGPT has raised awareness of AI and instigated research and experimentation into new ways in which AI can be applied.

Modeling 147

Modeling Experimentation Data-driven Business Intelligence 147

Smart Data Collective

JUNE 21, 2023

However, AI technology is arguably even more important for photo editing software. AI Technology is Changing Photo Editing Software AI enhances traditional photo editing software by automating repetitive tasks and reducing human error. This frees up time for experimentation and achieving superior results.

Software 104

Software Technology Experimentation Data-driven 104

O'Reilly on Data

MARCH 31, 2020

Because it’s so different from traditional software development, where the risks are more or less well-known and predictable, AI rewards people and companies that are willing to take intelligent risks, and that have (or can develop) an experimental culture.

Management 363

Management Machine Learning Experimentation Metrics 363

CIO Business Intelligence

JANUARY 21, 2025

It created fragmented practices in the interest of experimentation, rapid learning, and widespread adoption and it paid back productivity dividends in many areas. However, this is only possible if you invest in technology that brings transparency and reliability to AI-performed or AI-assisted data work.

Cost-Benefit 142

Cost-Benefit Data-driven Strategy Marketing 142

CIO Business Intelligence

JANUARY 10, 2025

Enterprise technology providers will introduce agentic AI capabilities throughout 2025, enabling organizations to move from experimentation and piloting to broad-scale deployment and integration into existing workstreams, said Todd Lohr, Head of Ecosystems at KPMGs US Advisory division.

ROI 81

ROI Enterprise Broadcasting Metrics 81

DataKitchen

JANUARY 20, 2021

Examples of technologies that can be delivered ‘as a service’ include: Source code control repository. A COE typically has a full-time staff that focuses on delivering value for customers in an experimentation-driven, iterative, result-oriented, customer-focused way. Agile ticketing/Kanban tools. Deploy to production.

Metrics 243

Metrics Experimentation Measurement Testing 243

Analytics Vidhya

DECEMBER 15, 2023

Although Spotify confirmed the test to TechCrunch, details about the technology and its workings remain undisclosed, leaving users intrigued. Unveiling the AI Playlists Feature This fall, eagle-eyed users discovered a new feature on Spotify’s streaming app, allowing the creation of AI-driven playlists through prompts.

Testing 319

Testing Technology Analytics Experimentation 319

O'Reilly on Data

MARCH 18, 2020

More than half of respondent organizations identify as “mature” adopters of AI technologies: that is, they’re using AI for analysis or in production. The sample is far from tech-laden, however: the only other explicit technology category—“Computers, Electronics, & Hardware”—accounts for less than 7% of the sample. But what kind?

Enterprise 349

Enterprise Deep Learning Data Governance Risk 349

AWS Big Data

NOVEMBER 19, 2024

Customers maintain multiple MWAA environments to separate development stages, optimize resources, manage versions, enhance security, ensure redundancy, customize settings, improve scalability, and facilitate experimentation. He is passionate about serverless technologies, security, and compliance.

Metadata 111

Metadata Cost-Benefit Metrics Optimization 111

AWS Big Data

JANUARY 15, 2025

With the addition of these technologies alongside existing systems like terminal operating systems (TOS) and SAP, the number of data producers has grown substantially. He is focused on AI/ML technology, ML model management, and ML governance to improve overall organizational efficiency and productivity. She can reached via LinkedIn.

IoT 111

IoT Machine Learning Metadata Data-driven 111

Rocket-Powered Data Science

JULY 6, 2021

These data-fueled innovations come in the form of new algorithms, new technologies, new applications, new concepts, and even some “old things made new again”. MLOps takes the modeling, algorithms, and data wrangling out of the experimental “one off” phase and moves the best models into deployment and sustained operational phase.

Machine Learning 279

Machine Learning Data-driven Deep Learning IoT 279

O'Reilly on Data

SEPTEMBER 15, 2020

Results are typically achieved through a scientific process of discovery, exploration, and experimentation, and these processes are not always predictable. Given the scientific nature of AI, goals are better expressed as well-posed questions and hypotheses around a specific and intended benefit or outcome for a certain stakeholder.

Advertising 362

Advertising Cost-Benefit ROI Machine Learning 362

CIO Business Intelligence

OCTOBER 5, 2023

Sandeep Davé knows the value of experimentation as well as anyone. As chief digital and technology officer at CBRE, Davé recognized early that the commercial real estate industry was ripe for AI and machine learning enhancements, and he and his team have tested countless use cases across the enterprise ever since.

Experimentation 130

Experimentation Strategy Machine Learning Interactive 130