CIO Business Intelligence

JANUARY 21, 2025

AI at Wharton reports enterprises increased their gen AI investments in 2024 by 2.3 Deloittes State of Generative AI in the Enterprise reports nearly 70% have moved 30% or fewer of their gen AI experiments into production, and 41% of organizations have struggled to define and measure the impacts of their gen AI efforts.

Cost-Benefit 142

Cost-Benefit Data-driven Strategy Marketing 142

CIO Business Intelligence

JANUARY 10, 2025

The report underscores a growing commitment to AI-driven innovation, with 67% of business leaders predicting that gen AI will transform their organizations by 2025. The report suggested that the quality of organizational data remains a top obstacle, with 85% of respondents citing it as the most significant challenge for 2025.

ROI 81

ROI Enterprise Broadcasting Metrics 81

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. That gap, they predicted, will lead to a major vendor scaling back investments in 2025, emboldening other vendors to do the same.

ROI 127

ROI Data-driven Enterprise Experimentation 127

DataKitchen

JANUARY 20, 2021

Central DataOps process measurement function with reports. 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. Central code repository where all data engineering/science/analytics work can be tracked, reviewed and shared.

Metrics 243

Metrics Experimentation Measurement Testing 243

CIO Business Intelligence

MARCH 4, 2025

Block collects developer experience data with the help of DX , an engineering intelligence platform that helps streamline data collection and reporting, as well as enabling Block to benchmark itself against industry peers. Block reports quarterly on DEVIQ progress to the entire executive team.

Experimentation 69

Experimentation Metrics Data-driven Measurement 69

CIO Business Intelligence

APRIL 12, 2024

Large banking firms are quietly testing AI tools under code names such as as Socrates that could one day make the need to hire thousands of college graduates at these firms obsolete, according to the report.

Experimentation 143

Experimentation Reporting Testing Statistics 143

CIO Business Intelligence

JUNE 21, 2024

The AI data center pod will also be used to power MITRE’s federal AI sandbox and testbed experimentation with AI-enabled applications and large language models (LLMs). MITRE CISO Bill Hill, who reports to Youmans, has worked to ensure MITREChatGPT passes muster with the organization’s infosec team.

Experimentation 134

Experimentation Data mining Reporting Data Processing 134

The Unofficial Google Data Science Blog

APRIL 23, 2024

To find optimal values of two parameters experimentally, the obvious strategy would be to experiment with and update them in separate, sequential stages. Our experimentation platform supports this kind of grouped-experiments analysis, which allows us to see rough summaries of our designed experiments without much work.

Experimentation 52

Experimentation Optimization Uncertainty Metrics 52

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 115

Management Experimentation Data-driven Strategy 115

O'Reilly on Data

APRIL 4, 2024

The risk of these deals is, again, that a few centrally chosen winners will quickly emerge, meaning there’s a shorter and less robust period of experimentation. The investors who pile billions of dollars into a huge bet are expecting not just to be paid back, but paid back a hundredfold. This has led to lawsuits and settlements.

Marketing 231

Marketing Finance Modeling Experimentation 231

CIO Business Intelligence

AUGUST 20, 2024

To achieve this, CIOs need to redefine what high performance means at three levels: The CIO’s leadership team of direct reports should focus on developing executive relationships, leading communications, driving diversity, and defining digital KPIs.

IT 141

IT Digital Transformation Experimentation Risk 141

O'Reilly on Data

OCTOBER 13, 2020

To support verification in these areas, a product manager must first ensure that the AI system is capable of reporting back to the product team about its performance and usefulness over time. Returning to previous anti-bias and AI transparency tools such as Model Cards for Model Reporting (Timnit Gebru, et al.)

Management 308

Management Machine Learning Metrics Modeling 308

CIO Business Intelligence

DECEMBER 23, 2024

A new survey of SAP customer organizations shows that, despite AI experimentation, few have implemented AI and generative AI technologies across their enterprises. A small portion of SAP customers reported their organizations were using AI in many areas (6% DSAG, 7% ASUG, 5% UKISUG).

Experimentation 59

Experimentation Optimization Digital Transformation Manufacturing 59

AWS Big Data

JANUARY 15, 2025

In the following section, two use cases demonstrate how the data mesh is established with Amazon DataZone to better facilitate machine learning for an IoT-based digital twin and BI dashboards and reporting using Tableau. The applications are hosted in dedicated AWS accounts and require a BI dashboard and reporting services based on Tableau.

IoT 100

IoT Machine Learning Metadata Data-driven 100

DataRobot

MARCH 10, 2021

The Influence of Robot Autonomy , the authors report the results of an experiment that examines how humans attribute blame to humans, non-autonomous robots, autonomous robots, or environmental factors in scenarios in which errors occur. Recently published research papers show the danger of describing your AI systems as autonomous.

Machine Learning 145

Machine Learning Experimentation Key Performance Indicator Reporting 145

CIO Business Intelligence

APRIL 29, 2024

Employees fearing job loss should take comfort in the 2024 Stanford AI Index Report , which found that while AI is gaining in capability, it can’t match humans in many complex cognitive functions, notes Daniel Barchi, CIO of CommonSpirit Health, a healthcare provider. They need to have a culture of experimentation.”

Forecasting 135

Forecasting Experimentation Risk Machine Learning 135

CIO Business Intelligence

JUNE 25, 2024

A growing number of workers worldwide are considering changing employers within the next year due to rising workloads and the rapid pace of technological change, surpassing the levels seen during the “Great Resignation” of 2022, a report by PwC said. Job satisfaction is no longer enough. What’s driving the shift?

Uncertainty 122

Uncertainty Reporting Experimentation Technology 122

CIO Business Intelligence

OCTOBER 15, 2024

According to the State of DevOps Report 2023 , only 18% of organizations achieved elite performance by deploying on demand, having a 5% change failure rate, and recovering from any failed deployment in under an hour.

Enterprise 143

Enterprise Testing Business Objectives Experimentation 143

Occam's Razor

AUGUST 12, 2013

I normally ask people to look at the Path Length report in the Multi-Channel Funnels standard report in Google Analytics (or equivalent tool if you are using SiteCatalyst or WebTrends or other web analytics tools). The simplest way to start is to look at your Assisted Conversions report in Google Analytics. From a Venn -diagram.

Modeling 162

Modeling Optimization Marketing Interactive 162

CIO Business Intelligence

APRIL 25, 2024

So the social media giant launched a generative AI journey and is now reporting the results of its experience leveraging Microsoft’s Azure OpenAI Service. Fits and starts As most CIOs have experienced, embracing emerging technologies comes with its share of experimentation and setbacks.

IT 139

IT Cost-Benefit Experimentation Metrics 139

CIO Business Intelligence

OCTOBER 8, 2024

An IBM report based on the survey, “6 blind spots tech leaders must reveal,” describes the huge expectations that modern IT leaders face: “For technology to deliver enterprise-wide business outcomes, tech leaders must be part mastermind, part maestro,” the report says. Confidence also fell among CFOs. So what’s the deal?

IT 140

IT Strategy Experimentation Technology 140

CIO Business Intelligence

MARCH 12, 2024

“Software and coding development remain a high-value area for experimentation, in addition to content development and knowledge management, in an effort to boost operational efficiencies,” he says. Junior developers are reporting the biggest productivity boosts, but this remains an area of active research and experimentation,” Tandon says.

Software 131

Software Experimentation Testing Cost-Benefit 131

CIO Business Intelligence

OCTOBER 3, 2024

GenAI budget increases were significant, with 12% of respondents reporting an increase of more than 300% compared to the previous year. Medium companies Medium-sized companies—501 to 5,000 employees—were characterized by agility and a strong focus on GenAI experimentation. They also have the means to back it up.

Testing 129

Testing Cost-Benefit Experimentation Risk 129

datapine

JANUARY 31, 2022

BI users analyze and present data in the form of dashboards and various types of reports to visualize complex information in an easier, more approachable way. They’re about having the mindset of an experimenter and being willing to let data guide a company’s decision-making process. 6) Smart and faster reporting.

Business Intelligence 214

Business Intelligence Analytics Cost-Benefit ROI 214

CIO Business Intelligence

MARCH 7, 2023

Tech companies have laid off over 250 thousand employees since 2022, and 93% of CEOs report preparing for a US recession over the next 12 to 18 months. Then, often reporting to risk, compliance, or security organizations, are separate data governance teams focused on data security, privacy, and quality.

Digital Transformation 145

Digital Transformation Data Governance Machine Learning Experimentation 145

CIO Business Intelligence

MAY 12, 2022

Predictive analytics tools blend artificial intelligence and business reporting. The tool builds heavily on business intelligence and reporting by treating predictions as just another column in the analytics presentation. A free plan allows experimentation. What are predictive analytics tools?

Predictive Analytics 137

Predictive Analytics Analytics Statistics Machine Learning 137

CIO Business Intelligence

SEPTEMBER 12, 2024

Frustrated by the lack of generative AI tools, he discovers a free online tool that analyzes his data and generates the report he needs in a fraction of the usual time. Provide sandboxes for safe testing of AI tools and applications and appropriate policies and guardrails for experimentation. The accolades are short-lived.

Experimentation 111

Experimentation Risk Cost-Benefit Strategy 111

CIO Business Intelligence

NOVEMBER 7, 2022

A recent IDC report on AI projects in India [1] reported that 30-49% of AI projects failed for about one-third of organizations, and another study from Deloitte casts 50% of respondents’ organizational performance in AI as starters or underachievers. Are they involved in pilots and providing feedback?

Machine Learning 128

Machine Learning Data Science Experimentation IoT 128

CIO Business Intelligence

DECEMBER 19, 2023

The analyst reports tell CIOs that generative AI should occupy the top slot on their digital transformation priorities in the coming year. Moreover, the CEOs and boards that CIOs report to don’t want to be left behind by generative AI, and many employees want to experiment with the latest generative AI capabilities in their workflows.

Digital Transformation 143

Digital Transformation Unstructured Data Machine Learning Risk Management 143

The Unofficial Google Data Science Blog

JULY 22, 2020

Instead, we focus on the case where an experimenter has decided to run a full traffic ramp-up experiment and wants to use the data from all of the epochs in the analysis. When there are changing assignment weights and time-based confounders, this complication must be considered either in the analysis or the experimental design.

Experimentation 96

Experimentation Statistics Testing Knowledge Discovery 96

Smart Data Collective

FEBRUARY 4, 2020

In a report on the failure rates of drug discovery efforts between 2013 and 2015, Richard K. To bring costs down and encourage further experimentation, artificial intelligence can study hundreds or thousands of patient records in search of the biomarkers the drug intends to target.

Experimentation 113

Experimentation Testing Modeling Strategy 113

CIO Business Intelligence

NOVEMBER 9, 2023

The pattern for success at learning how to create value safely and responsibly is a mindful culture of experimentation and thoughtful “learning by doing.” Download The State of AI Innovation report to learn how 500 IT leaders and practitioners rely on AI for productivity, the challenges they face, and the tools they trust to drive innovation.

Experimentation 134

Experimentation Uncertainty Strategy Machine Learning 134

CIO Business Intelligence

AUGUST 14, 2024

Though eager to get on the Copilot beta, the airline spent 10 weeks analyzing data security using tools like Purview and Sharegate to look at every document and artefact in their Office 365 tenant, documenting what permissions were set on them in a data leakage report before enabling Copilot. Don’t do it straight across the enterprise.

Enterprise 136

Enterprise Cost-Benefit Experimentation Modeling 136

CIO Business Intelligence

MAY 1, 2024

Pilots can offer value beyond just experimentation, of course. McKinsey reports that industrial design teams using LLM-powered summaries of user research and AI-generated images for ideation and experimentation sometimes see a reduction upward of 70% in product development cycle times. What are you measuring?

Cost-Benefit 143

Cost-Benefit Metrics Insurance Measurement 143

CIO Business Intelligence

JUNE 13, 2024

Proof that even the most rigid of organizations are willing to explore generative AI arrived this week when the US Department of the Air Force (DAF) launched an experimental initiative aimed at Guardians, Airmen, civilian employees, and contractors.

Testing 119

Testing Experimentation Data Processing Modeling 119

CIO Business Intelligence

APRIL 4, 2022

The early days of the pandemic taught organizations like Avery Dennison the power of agility and experimentation. The meetings covered key relationships with direct reports, peers, and key leaders across the organization. Employee crowdsourcing can yield breakthrough ideas.

Experimentation 133

Experimentation Interactive Business Objectives Manufacturing 133

CIO Business Intelligence

AUGUST 29, 2024

This week, The Information reported that ChatGPT-maker OpenAI may soon launch its next-generation LLM, codenamed Strawberry, in order to outpace rivals and boost its revenue from its chatbot business. These models include — the smaller Gemini 1.5 Flash-8B, a stronger Gemini 1.5 Pro model, and a significantly improved Gemini 1.5

Experimentation 128

Experimentation Modeling Enterprise Marketing 128