O'Reilly on Data

JULY 28, 2020

Without clarity in metrics, it’s impossible to do meaningful experimentation. AI PMs must ensure that experimentation occurs during three phases of the product lifecycle: Phase 1: Concept During the concept phase, it’s important to determine if it’s even possible for an AI product “ intervention ” to move an upstream business metric.

Marketing 362

Marketing Experimentation Metrics Testing 362

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. Despite BCG’s findings of optimism in the workforce, there’s a darker side.

Management 116

Management Experimentation Optimization Enterprise 116

CIO Business Intelligence

JANUARY 19, 2024

The exam covers everything from fundamental to advanced data science concepts such as big data best practices, business strategies for data, building cross-organizational support, machine learning, natural language processing, scholastic modeling, and more. and SAS Text Analytics, Time Series, Experimentation, and Optimization.

Data Science 126

Data Science Machine Learning Predictive Modeling Experimentation 126

CIO Business Intelligence

DECEMBER 6, 2023

British multinational packaging giant DS Smith has committed itself to ambitious sustainability goals, and its IT strategy to standardize on a single cloud will be a key enabler. The single-cloud platform strategy will include SaaS partners used for automation of more than 40 enterprise applications, Dickson says.

Manufacturing 97

Manufacturing Data Lake Digital Transformation Machine Learning 97

CIO Business Intelligence

DECEMBER 29, 2023

Among the various strategies at our disposal, automation stands out as a pivotal solution,” she says. “In Adaptability and useability of AI tools For CIOs, 2023 was the year of cautious experimentation for AI tools. CIOs will feel pressure to help develop strategies around it to stay ahead of competitors and enable their business.”

Cost-Benefit 139

Cost-Benefit Digital Transformation Consulting Strategy 139

DataRobot Blog

MARCH 8, 2023

SAP AI Solutions: Making Business Applications More Intelligent AI is at the heart of the SAP strategy to help customers become intelligent, sustainable enterprises. Tune in to learn more. Registration is free for both events.

Enterprise 105

Enterprise Experimentation Machine Learning Modeling 105

CIO Business Intelligence

NOVEMBER 13, 2023

No matter the industry, organizations are increasingly looking for ways to optimize mission-critical software development processes. The DevOps ecosystem of today is becoming increasingly more complex. Businesses are under constant pressure to adopt new processes and platforms to achieve the goals set out by business leaders.

Experimentation 129

Experimentation Software Data Processing Optimization 129

CIO Business Intelligence

FEBRUARY 7, 2024

Stephen Franchetti, CIO of Samsara, a fleet management SaaS provider that went public in 2021, believes the only way to optimize your AI strategy (or any emerging technology strategy, in fact) is with a bottoms-up approach. We’re now in the process of scaling and deploying it, because we’re able to measure it.”

KPI 105

KPI Measurement Experimentation Finance 105

Decision Management Solutions

MARCH 26, 2020

We’ve been blogging recently on Decision Optimization. The Customer Journey to Decision Optimization. Those trying to improve and optimize their decisions report various challenges. Experimentation at the beginning of your journey is essential to make sure you understand where you are starting.

Experimentation 72

Experimentation Recreation/Entertainment Optimization Testing 72

CIO Business Intelligence

DECEMBER 19, 2023

This year’s technology darling and other machine learning investments have already impacted digital transformation strategies in 2023 , and boards will expect CIOs to update their AI transformation strategies frequently. Luckily, many are expanding budgets to do so. “94%

Digital Transformation 143

Digital Transformation Unstructured Data Machine Learning Risk Management 143

CIO Business Intelligence

APRIL 25, 2023

It is simply unaware of truthfulness, as it is optimized to predict the most likely response based on the context of the current conversation, the prompt provided, and the data set it is trained on. It’s hard to achieve a deep, experiential understanding of new technology without experimentation.

Experimentation 116

Experimentation Enterprise Deep Learning Modeling 116

IBM Big Data Hub

DECEMBER 5, 2023

Retailers recognize the need to build their strategies around AI, integrating it into many aspects of their operations. This data tracks closely with a recent IDC Europe study that found 40% of worldwide retailers and brands are in the experimentation phase of generative AI, while 21% are already investing in generative AI implementations.

Unstructured Data 95

Unstructured Data Cost-Benefit Experimentation Machine Learning 95

CIO Business Intelligence

FEBRUARY 22, 2024

With the aim to accelerate innovation and transform its digital infrastructures and services, Ferrovial created its Digital Hub to serve as a meeting point where research and experimentation with digital strategies could, for example, provide new sources of income and improve company operations.

IT 105

IT Digital Transformation IoT Cost-Benefit 105

Occam's Razor

FEBRUARY 7, 2022

Since you're reading a blog on advanced analytics, I'm going to assume that you have been exposed to the magical and amazing awesomeness of experimentation and testing. And yet, chances are you really don’t know anyone directly who uses experimentation as a part of their regular business practice. Wah wah wah waaah.

Experimentation 101

Experimentation Testing Optimization Marketing 101

CIO Business Intelligence

DECEMBER 14, 2023

At yet when it is home to many of your company’s assets, as is the case for ConocoPhillips, sometimes the best IT strategy is to bring technologies closer to the edge. So Mathur and De Bernardi put together a cross-functional team to develop a strategy that would rely heavily on partnerships across the company.

Manufacturing 100

Manufacturing Digital Transformation Experimentation Cost-Benefit 100

Cloudera

OCTOBER 18, 2023

In this year’s post, I’ve collected cost-reduction strategies — augmented by the capabilities of generative AI — and innovative approaches that promise to accelerate cost-reduction and reshape the financial services landscape in the year ahead.

Cost-Benefit 77

Cost-Benefit Testing Machine Learning Optimization 77

CIO Business Intelligence

NOVEMBER 7, 2022

It also requires steps for planning the infrastructure at scale, instituting compliance and governance, creating an edge security strategy , and partnering with impacted teams to ensure a successful transformation. Have business leaders defined realistic success criteria and areas of low-risk experimentation?

Machine Learning 128

Machine Learning Data Science Experimentation IoT 128

CIO Business Intelligence

JULY 3, 2023

The 2023 State of the CIO survey reveals that 71% of CIO respondents anticipate greater involvement in business strategy over the next three years with 85% stating they were becoming more digital- and innovation-focused. These models can extract meaning from digital data at scale and speed beyond the capabilities of human analysts.

Management 105

Management Experimentation Modeling Enterprise 105

CIO Business Intelligence

FEBRUARY 21, 2023

As part of Heineken’s 2021 EverGreen strategy to commit to future-proof the organization, adapt to market dynamics, and emerge stronger from the pandemic, there’s the objective to digitally transform the business and its relations with stakeholders. There’s also a growing emphasis on improving team performance.

Digital Transformation 105

Digital Transformation Sales Experimentation Optimization 105

CIO Business Intelligence

OCTOBER 1, 2022

The digital transformation of P&G’s manufacturing platform will enable the company to check product quality in real-time directly on the production line, maximize the resiliency of equipment while avoiding waste, and optimize the use of energy and water in manufacturing plants.

Manufacturing 145

Manufacturing Digital Transformation IoT Internet of Things 145

CIO Business Intelligence

OCTOBER 9, 2023

Tech leaders must focus on a business-aligned tech strategy to deliver on the competing mandates, Guarini says. “A A business-aligned technology strategy is built on architecture and agility, the ‘what’ and the ‘how’ of better alignment,’’ he explains. Performance improves when the culture of collaboration is strong.”

Strategy 137

Strategy Technology Experimentation Testing 137

CIO Business Intelligence

MAY 12, 2022

Most tools offer visual programming interfaces that enable users to drag and drop various icons optimized for data analysis. A free plan allows experimentation. TIBCO Streaming , for instance, is optimized for creating real-time decisions from a time series of events. Anyone who works in manufacturing knows SAP software.

Predictive Analytics 137

Predictive Analytics Analytics Statistics Machine Learning 137

O'Reilly on Data

MARCH 31, 2020

This means that the AI products you build align with your existing business plans and strategies (or that your products are driving change in those plans and strategies), that they are delivering value to the business, and that they are delivered on time. AI product estimation strategies.

Management 332

Management Machine Learning Experimentation Metrics 332

Cloudera

JANUARY 28, 2022

Customers vary widely on the topic of public cloud – what data sources, what use cases are right for public cloud deployments – beyond sandbox, experimentation efforts. However, one strategy is consistently discussed and deployed – a hybrid data cloud. Focus on Business Strategy First.

Slice and Dice 112

Slice and Dice Cost-Benefit Risk Data Governance 112

Occam's Razor

MARCH 23, 2021

I lovingly call our strategy analytics on the bleeding edge. upgrades to processes to create deeper integration with Finance & Strategy teams. What may or may not be as common, but is an integral part of our analytics strategy is the extensive use of controlled experiments to answer life’s hardest questions.

Analytics 131

Analytics Scorecard Strategy Testing 131

CIO Business Intelligence

OCTOBER 18, 2023

in concert with Microsoft’s AI-optimized Azure platform. Additionally, Flint Hill Resources is deploying the LLM-based platform for commodity trading optimization, while the US Missile Defense Agency is employing it to improve safety during steel manufacturing, according to C3. Generative AI, IT Leadership, IT Strategy

Risk 141

Risk Manufacturing Enterprise Technology 141

CIO Business Intelligence

JUNE 28, 2023

As Belcorp considered the difficulties it faced, the R&D division noted it could significantly expedite time-to-market and increase productivity in its product development process if it could shorten the timeframes of the experimental and testing phases in the R&D labs. Follow a value-focused strategy.

Digital Transformation 105

Digital Transformation Cost-Benefit Informatics Data mining 105

Ontotext

JULY 6, 2023

The solution also reduces incident response times, optimizes processes and streamlines asset management. Experimentation with different technical analysis services becomes possible. This ensures optimal decision-making and the ability to adapt to changing market dynamics. The business benefits here are also significant.

Cost-Benefit 52

Cost-Benefit Metadata Experimentation Risk 52

CIO Business Intelligence

SEPTEMBER 12, 2022

Prioritize time for experimentation. One instance of how that exploration led to real business benefits was with the application of machine learning to predict optimal product formulation using a set of desired consumer benefits. Change Management, Innovation, IT Leadership, IT Strategy

Experimentation 133

Experimentation Consulting Technology Machine Learning 133

IBM Big Data Hub

APRIL 18, 2024

While leaders have some reservations about the benefits of current AI, organizations are actively investing in gen AI deployment, significantly increasing budgets, expanding use cases, and transitioning projects from experimentation to production. AGI wouldn’t just perceive its surroundings; it would understand them.

Cost-Benefit 95

Cost-Benefit Modeling Manufacturing Interactive 95

Occam's Razor

OCTOBER 21, 2013

As an analyst, I was upset that this change would hurt my ability to analyze the effectiveness of my beloved search engine optimization (SEO) efforts – which are really all about finding the right users using optimal content strategies. These changes impact my AdWords spend sub-optimally. What Is Not Going Away.

Optimization 154

Optimization Reporting Experimentation Metrics 154

FineReport

DECEMBER 11, 2019

– Data Divination: Big Data Strategies. This book details the planning and execution of big data strategies, with a number of real-world examples from 10 different industries. By Pam Baker and Bob Gourley. Big data is changing our world. – Sexy Little Numbers: How to Grow Your Business Using the Data You Already Have.

Big Data 98

Big Data Statistics Experimentation Data Strategy 98

Insight

MARCH 27, 2019

It utilizes Bayesian optimization for discovering data augmentation strategies tailored to your image dataset. To address this problem, Google published AutoAugment last year, which discovers optimized augmentations for the given dataset using reinforcement learning. DeepAugment is an AutoML tool focusing on data augmentation.

Optimization 75

Optimization Cost-Benefit Modeling Strategy 75

CIO Business Intelligence

MARCH 21, 2022

Data scientists are becoming increasingly important in business, as organizations rely more heavily on data analytics to drive decision-making and lean on automation and machine learning as core components of their IT strategies. Data scientist job description. Get the latest insights by signing up for our newsletters. ]

Unstructured Data 137

Unstructured Data Data Analytics Analytics Structured Data 137

Octopai

OCTOBER 26, 2022

When DataOps principles are implemented within an organization, you see an increase in collaboration, experimentation, deployment speed and data quality. Just-in-Time” manufacturing increases production while optimizing resources. Products should be ready-to-consume, easily accessible and responsive to the consumers’ needs.

Data Quality 52

Data Quality Data Analytics Analytics Manufacturing 52

Octopai

MAY 2, 2022

Common elements of DataOps strategies include: Collaboration between data managers, developers and consumers A development environment conducive to experimentation Rapid deployment and iteration Automated testing Very low error rates. Just-in-Time” manufacturing increases production while optimizing resources. Agile development.

Manufacturing 87

Manufacturing Testing Experimentation Data Quality 87

CIO Business Intelligence

MAY 9, 2024

Experimentation drives momentum: How do we maximize the value of a given technology? Via experimentation. This can be as simple as a Google Sheet or sharing examples at weekly all-hands meetings Many enterprises do “blameless postmortems” to encourage experimentation without fear of making mistakes and reprisal.

Enterprise 116

Enterprise Experimentation Sales Optimization 116