CIO Business Intelligence

JANUARY 14, 2025

The time for experimentation and seeing what it can do was in 2023 and early 2024. At Vanguard, we are focused on ethical and responsible AI adoption through experimentation, training, and ideation, she says. I dont think anyone has any excuses going into 2025 not knowing broadly what these tools can do for them, Mason adds.

Strategy 141

Strategy ROI Experimentation Risk 141

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

The implications of the ongoing misperception about the data management needs of AI are huge, Armstrong adds. Organizations ready for AI should be able to automate some of the data management work, he says. Experimentation doesnt have to be huge, but it breeds familiarity, he says. It starts to inform the art of the possible.

IT 134

IT Data Quality Experimentation Machine Learning 134

Corinium

JANUARY 30, 2020

Ahead of her presentation at CDAO UK, we spoke with Quantum Metric’s Marina Shapira about predictive analytics, why companies should embrace a culture of experimentation how and CAOs and CXOs can work together effectively. What is behavioural research? And what role should it play in an organization's data and analytics strategy?

Metrics 300

Metrics Experimentation Predictive Analytics Strategy 300

CIO Business Intelligence

NOVEMBER 27, 2024

People : To implement a successful Operational AI strategy, an organization needs a dedicated ML platform team to manage the tools and processes required to operationalize AI models. Adopting Operational AI Organizations looking to adopt Operational AI must consider three core implementation pillars: people, process, and technology.

Data Architecture 128

Data Architecture Cost-Benefit Machine Learning Experimentation 128

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. Increase adoption through change management. Change management creates alignment across the enterprise through implementation training and support. In 2025, thats going to change.

Experimentation 98

Experimentation ROI Risk Data Quality 98

CIO Business Intelligence

JUNE 4, 2024

El Ministerio para la Transformación Digital y de la Función Pública, capitaneado en la actualidad por José Luis Escrivá, ha otorgado alrededor de 4 millones de euros a una infraestructura experimental en 5G y 6G.

Experimentation 111

Experimentation Strategy Management 111

O'Reilly on Data

OCTOBER 19, 2021

Since software engineers manage to build ordinary software without experiencing as much pain as their counterparts in the ML department, it begs the question: should we just start treating ML projects as software engineering projects as usual, maybe educating ML practitioners about the existing best practices? This approach is not novel.

IT 363

IT Testing Experimentation Software 363

Domino Data Lab

MAY 15, 2019

It focuses on his ML product management insights and lessons learned. If you are interested in hearing more practical insights on ML or AI product management, then consider attending Pete’s upcoming session at Rev. I was fortunate to see an early iteration of Pete Skomoroch ’s ML product management presentation in November 2018.

Machine Learning 111

Machine Learning Management Experimentation Data Science 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

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. Primary among these is the need to ensure the data that will power their AI strategies is fit for purpose.

Risk 111

Risk Data Strategy Strategy Data Governance 111

CIO Business Intelligence

OCTOBER 24, 2024

Forrester also recently predicted that 2025 would see a shift in AI strategies , away from experimentation and toward near-term bottom-line gains. The company also plans to increase spending on cybersecurity tools and personnel, he adds, and it will focus more resources on advanced analytics, data management, and storage solutions.

IT 133

IT Data-driven Recreation/Entertainment Experimentation 133

CIO Business Intelligence

APRIL 2, 2024

Underpinning these initiatives is a slew of technology capabilities and strategies aimed at accelerating delivery cycles, such as establishing product management disciplines, building cloud architectures, developing devops capabilities, and fostering agile cultures. This dip delays when the business can start realizing the value delivered.

Management 140

Management Digital Transformation Testing Experimentation 140

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? We’ll also come to realize that, from the start, Amazon’s core competency has been logistics and supply chain management.

Experimentation 360

Experimentation Modeling Strategy Machine Learning 360

Rocket-Powered Data Science

FEBRUARY 15, 2023

Friction occurs when there is resistance to change or to success somewhere in the project lifecycle or management chain. encouraging and rewarding) a culture of experimentation across the organization. FUD occurs when there is too much hype and “management speak” in the discussions. Test early and often.

Strategy 290

Strategy Experimentation Uncertainty Machine Learning 290

CIO Business Intelligence

JANUARY 6, 2025

This approach not only demonstrates that we value our people wherever they are but allows me to engage effectively with my managers to develop strategies that foster a productive and inclusive culture where different strengths and skill sets can thrive. I firmly believe continuous learning and experimentation are essential for progress.

IT 140

IT Cost-Benefit Measurement Experimentation 140

CIO Business Intelligence

JANUARY 21, 2025

CIOs feeling the pressure will likely seek more pragmatic AI applications, platform simplifications, and risk management practices that have short-term benefits while becoming force multipliers to longer-term financial returns. CIOs should consider placing these five AI bets in 2025.

Cost-Benefit 142

Cost-Benefit Data-driven Strategy Marketing 142

CIO Business Intelligence

JUNE 15, 2023

BCG asked 12,898 frontline employees, managers, and leaders in large organizations around the world how they felt about AI: 61% listed curiosity as one of their two strongest feelings, 52% listed optimism, 30% concern, and 26% confidence. This is a massive number,” Bellefonds said. “We We really have to address this upskilling issue.”

Management 116

Management Experimentation Optimization Enterprise 116

CIO Business Intelligence

SEPTEMBER 23, 2024

In fact, a new report from Forrester Research found that most healthcare organizations are focused more on short-term experimentation than implementing a broader strategic vision for GenAI. The time is now The time has come for healthcare organizations to shift from GenAI experimentation to implementation. It is still the data.

Management 116

Management Experimentation Data-driven Strategy 116

CIO Business Intelligence

NOVEMBER 11, 2024

Nate Melby, CIO of Dairyland Power Cooperative, says the Midwestern utility has been churning out large language models (LLMs) that not only automate document summarization but also help manage power grids during storms, for example.

ROI 137

ROI Cost-Benefit Risk Experimentation 137

Domino Data Lab

JUNE 23, 2019

Pete Skomoroch presented “ Product Management for AI ” at Rev. Pete Skomoroch ’s “ Product Management for AI ”session at Rev provided a “crash course” on what product managers and leaders need to know about shipping machine learning (ML) projects and how to navigate key challenges. Session Summary. It is similar to R&D.

Management 110

Management Machine Learning Experimentation Metrics 110

O'Reilly on Data

MARCH 25, 2025

With the advent of generative AI, therell be significant opportunities for product managers, designers, executives, and more traditional software engineers to contribute to and build AI-powered software. Were also betting that this will be a time of software development flourishing.

Testing 168

Testing Data-driven Software Measurement 168

CIO Business Intelligence

OCTOBER 24, 2024

As they look to operationalize lessons learned through experimentation, they will deliver short-term wins and successfully play the gen AI — and other emerging tech — long game,” Leaver said. In 2025, they said, AI leaders will have to face the reality that there are no shortcuts to AI success.

ROI 127

ROI Data-driven Enterprise Experimentation 127

AWS Big Data

NOVEMBER 19, 2024

Amazon Managed Workflows for Apache Airflow (Amazon MWAA), is a managed Apache Airflow service used to extract business insights across an organization by combining, enriching, and transforming data through a series of tasks called a workflow. This approach offers greater flexibility and control over workflow management.

Metadata 106

Metadata Cost-Benefit Metrics Optimization 106

CIO Business Intelligence

SEPTEMBER 12, 2024

We spoke with several IT leaders for their insights on what might make an IT worker safe or vulnerable in this environment and what steps CIOs can take to build and manage an IT team for survival. Klemenz: “The obvious answer is to become an expert — in data, development, networking, security, project management, something.

Management 115

Management IT Experimentation Technology 115

DataKitchen

JANUARY 20, 2021

As DataOps activity takes root within an enterprise, managers face the question of whether to build centralized or decentralized DataOps capabilities. Test data management and other functions provided ‘as a service’ . The beauty of DataOps is that you don’t have to choose between centralization and freedom. Deploy to production.

Metrics 243

Metrics Experimentation Measurement Testing 243

CIO Business Intelligence

AUGUST 7, 2024

After being in telco and consulting for over 20 years, Lena Jenkins got the change she was looking for when she became the chief digital officer at Waste Management New Zealand, the country’s leading materials recovery, recycling, and waste management provider. But managing legacy tech is a challenge.

Management 111

Management Experimentation Strategy Finance 111

CIO Business Intelligence

NOVEMBER 7, 2024

This team addresses potential risks, manages AI across the company, provides guidance, implements necessary training, and keeps abreast of emerging regulatory changes. This initiative offers a safe environment for learning and experimentation. Simultaneously, on the offensive side, we’ve launched our internal Liberty GPT instance.

Insurance 121

Insurance Experimentation Testing Technology 121

CIO Business Intelligence

JULY 3, 2023

For the last 30 years, the dream of being able to collect, manage and make use of the collected knowledge assets of an organization has never been truly realized. But the rise of large language models (LLMs) is starting to make true knowledge management (KM) a reality. The knowledge management dream is becoming a reality.

Management 106

Management Experimentation Modeling Enterprise 106

DataKitchen

APRIL 13, 2021

Sandbox Creation and Management. Apache Oozie — An open-source workflow scheduler system to manage Apache Hadoop jobs. They make it easy to deploy and manage your own Apache Airflow webserver, so you can get straight to writing workflows. Unravel — Manages the performance and utilization of big data applications and platforms.

Testing 300

Testing Machine Learning Consulting Data Science 300

Ontotext

JULY 24, 2023

I did some research because I wanted to create a basic framework on the intersection between large language models (LLM) and data management. I urge early adopters to think of this as an extension of their existing efforts to get the data and associated processes within your organization defined, managed, and governed.

Modeling 98

Modeling Management Structured Data Data Architecture 98

datapine

MAY 20, 2020

To ensure that your customer-facing communications and efforts are constantly improving and evolving, investing in customer relationship management (CRM) is vital. A CRM report, or CRM reporting, is the presentational aspect of customer relationship management. Try our professional dashboard software for 14 days, completely free!

Dashboards 265

Dashboards Reporting KPI Visualization 265

DataRobot Blog

DECEMBER 6, 2022

Other organizations are just discovering how to apply AI to accelerate experimentation time frames and find the best models to produce results. Taking a Multi-Tiered Approach to Model Risk Management. Data scientists are in demand: the U.S. Explore these 10 popular blogs that help data scientists drive better data decisions.

Experimentation 145

Experimentation Forecasting Data-driven Machine Learning 145

CIO Business Intelligence

AUGUST 20, 2024

High performance back then generally focused on delivery — a contrast to previous generations of IT where business and IT alignment was an issue, and teams struggled to deliver with waterfall project management practices.

IT 141

IT Digital Transformation Experimentation Risk 141

AWS Big Data

JULY 8, 2024

Amazon Managed Service for Apache Flink offers a fully managed, serverless experience in running Apache Flink applications and now supports Apache Flink 1.19.1 , the latest stable version of Apache Flink at the time of writing. In every Apache Flink release, there are exciting new experimental features. support Python 3.11

Management 105

Management Dashboards Consulting Snapshot 105

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. However, only 12% have deployed such tools to date.

ROI 82

ROI Enterprise Broadcasting Metrics 82

CIO Business Intelligence

MAY 23, 2022

The cloud is great for experimentation when data sets are smaller and model complexity is light. However, this repatriation can mean more headaches for data science and IT teams to design, deploy and manage infrastructure optimized for AI as the workloads return on premises.

Experimentation 137

Experimentation Cost-Benefit Data Lake Data Science 137