O'Reilly on Data

JULY 28, 2020

The Core Responsibilities of the AI Product Manager. Product Managers are responsible for the successful development, testing, release, and adoption of a product, and for leading the team that implements those milestones. Product managers for AI must satisfy these same responsibilities, tuned for the AI lifecycle.

Marketing 361

Marketing Experimentation Metrics Testing 361

CIO Business Intelligence

OCTOBER 5, 2023

Sandeep Davé knows the value of experimentation as well as anyone. Over time, using machine learning and AI, CBRE has managed to reduce manual lease processing times by 25% and cut positive false alarms in managed commercial facilities by 65%. And those experiments have paid off. And those experiments have paid off.

Experimentation 120

Experimentation Strategy Machine Learning Interactive 120

CIO Business Intelligence

APRIL 24, 2024

The first use of generative AI in companies tends to be for productivity improvements and cost cutting. But there are only so many costs that can be cut. CIOs are well positioned to cut costs since they’re usually well acquainted with a company’s digital processes, having helped set them up in the first place.

Sales 123

Sales Finance Experimentation Cost-Benefit 123

DataRobot Blog

JANUARY 12, 2023

Organizations that want to accelerate AI and generate significant business impact are now able to deliver augmented intelligence at scale with DataRobot Dedicated Managed AI Cloud and Google Cloud. Benefits of Seamless DataRobot AI and Google Cloud Services Integration. Delivering more than 1.4

Management 59

Management Data-driven ROI Cost-Benefit 59

AWS Big Data

FEBRUARY 12, 2024

About Redshift and some relevant features for the use case Amazon Redshift is a fully managed, petabyte-scale, massively parallel data warehouse that offers simple operations and high performance. It makes it fast, simple, and cost-effective to analyze all your data using standard SQL and your existing business intelligence (BI) tools.

Data Warehouse 102

Data Warehouse Analytics Snapshot Cost-Benefit 102

IBM Big Data Hub

MAY 17, 2024

” Given the statistics—82% of surveyed respondents in a 2023 Statista study cited managing cloud spend as a significant challenge—it’s a legitimate concern. Most “lifted and shifted” apps can operate in a cloud environment but might not to reap the full benefits of cloud. Why move to cloud?

Modeling 91

Modeling Cost-Benefit Optimization Digital Transformation 91

datapine

JANUARY 31, 2022

Because things are changing and becoming more competitive in every sector of business, the benefits of business intelligence and proper use of data analytics are key to outperforming the competition. It will ultimately help them spot new business opportunities, cut costs, or identify inefficient processes that need reengineering.

Business Intelligence 214

Business Intelligence Analytics Cost-Benefit ROI 214

Domino Data Lab

AUGUST 6, 2021

Model Risk Management is about reducing bad consequences of decisions caused by trusting incorrect or misused model outputs. Systematically enabling model development and production deployment at scale entails use of an Enterprise MLOps platform, which addresses the full lifecycle including Model Risk Management. What Is Model Risk?

Risk Management 64

Risk Management Risk Modeling Enterprise 64

CIO Business Intelligence

MARCH 12, 2024

But early returns indicate the technology can provide benefits for the process of creating and enhancing applications, with caveats. 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.

Software 128

Software Experimentation Testing Cost-Benefit 128

Cloudera

OCTOBER 4, 2023

We can also increase effectiveness of preventative maintenance — or move to predictive maintenance — of equipment, reducing the cost of downtime without wasting any value from healthy equipment. With this, we can reduce customer churn and overall network operational costs.

Data Warehouse 87

Data Warehouse Experimentation Cost-Benefit Dashboards 87

CIO Business Intelligence

MARCH 5, 2024

Many other platforms, such as Coveo’s Relative Generative Answering , Quickbase AI , and LaunchDarkly’s Product Experimentation , have embedded virtual assistant capabilities but don’t brand them copilots. Microsoft is heavily investing in AI capabilities and workflow integrations, so CIOs should expect and plan for improved capabilities.

Cost-Benefit 113

Cost-Benefit Advertising Experimentation Software 113

CIO Business Intelligence

DECEMBER 29, 2023

“The most pressing responsibilities for CIOs in 2024 will include security, cost containment, and cultivating a data-first mindset.” Building and deploying intelligent automation CIOs will need to operate more efficiently by accelerating the benefits of automation.

Cost-Benefit 133

Cost-Benefit Digital Transformation Consulting Strategy 133

CIO Business Intelligence

NOVEMBER 13, 2023

Because of this, IT leaders must take a proactive approach to change management , communicating the benefits of digital transformation and providing support and training to employees. Be realistic about the costs of digital transformation and allocate sufficient human capital and financial capital to achieve your goals.

Digital Transformation 139

Digital Transformation Cost-Benefit Experimentation Measurement 139

Cloudera

OCTOBER 18, 2023

And just as financial services experiences its cycles, this time of year I find myself returning to the topic of cost reduction. These cutting-edge technologies provide lower-cost alternatives for discovering efficiencies within financial operations, all while enhancing the quality of services offered.

Cost-Benefit 78

Cost-Benefit Testing Machine Learning Optimization 78

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

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. Private cloud continues to gain traction with firms realizing the benefits of greater flexibility and dynamic scalability. Cost Management.

Slice and Dice 113

Slice and Dice Cost-Benefit Risk Data Governance 113

AWS Big Data

NOVEMBER 2, 2023

With more than 22 million customers worldwide, GoDaddy is the place people come to name their ideas, build a professional website, attract customers, and manage their work. EMR Serverless on Graviton2 demonstrated an advantage in cost-effectiveness, resulting in significant savings in total run costs.

Cost-Benefit 91

Cost-Benefit Big Data Testing Optimization 91

Cloudera

APRIL 26, 2023

These include data recovery service, quota management, node harvesting, optimizing TCO, and more. Not only does this deliver faster and richer data services that end users expect, but also enables IT teams to operate a well-oiled platform with benefits such as simpler management and improved security.

Cost-Benefit 64

Cost-Benefit Optimization Experimentation Machine Learning 64

CIO Business Intelligence

DECEMBER 19, 2023

Meanwhile, CIOs must still reduce technical debt, modernize applications, and get cloud costs under control. But 99% also report technical challenges, listing integration (68%), data volume and cleansing (59%), and managing unstructured data (55% ) as the top three.

Digital Transformation 140

Digital Transformation Unstructured Data Machine Learning Risk Management 140

CIO Business Intelligence

NOVEMBER 21, 2023

But for a select few, the deeper challenges of departmental technologies being funded, procured, and managed without IT involvement are the missed opportunities to better engage and fulfill departmental technology needs. That’s not to downplay the inherent risks of shadow IT.

IT 131

IT Risk Cost-Benefit Risk Management 131

CIO Business Intelligence

AUGUST 2, 2023

Benefits of composable architecture Embracing a composable architecture empowers your business to compose building blocks with unparalleled flexibility, opening doors to new opportunities for innovation. This gradual progression allows for seamless adaptation and continuous improvement, keeping your business at the forefront of innovation.

Cost-Benefit 89

Cost-Benefit Experimentation Digital Transformation Optimization 89

CIO Business Intelligence

FEBRUARY 26, 2024

Empower employees to gain skills in data science, data analytics, ML, and project management. Zara’s trial of self-checkouts in their stores, for instance, was originally met with resistance, but when customers began to benefit from shorter waiting times, they soon accepted the change as a success.

Experimentation 116

Experimentation Cost-Benefit Digital Transformation Risk 116

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 95

IT Digital Transformation IoT Cost-Benefit 95

CIO Business Intelligence

AUGUST 16, 2023

Today, state-owned Svevia is the country’s largest company in the operation and maintenance of roads and bridges, and manages over 50% of the road network yet, just like in the construction industry, it’s been relatively late to digitization. This leads to environmental benefits and fewer transports.

Risk 82

Risk Cost-Benefit Digital Transformation Internet of Things 82

Smart Data Collective

OCTOBER 13, 2021

AI technology moves innovation forward by boosting tinkering and experimentation, accelerating the innovation process. Choose the right artificial intelligence tools such as System Innovation to help you manage innovation and confront the challenges of technological advancements. Leverage innovation. Automate processes.

Technology 121

Technology Cost-Benefit Experimentation Machine Learning 121

CIO Business Intelligence

JULY 11, 2023

As CIO of Anglo-South African international banking and wealth management group, Investec, Shabhana Thaver has a multi-purpose approach to tech trends. In doing so, we’ve created operational efficiency and helped them reduce costs, which is a big win because everyone wants lower costs.” Because without that, you won’t succeed.”

Cost-Benefit 66

Cost-Benefit Experimentation Technology Interactive 66

CIO Business Intelligence

MAY 23, 2022

For many nascent AI projects in the prototyping and experimentation phase, the cloud works just fine. But companies often discover that as data sets grow in volume and AI model complexity increases, the escalating cost of compute cycles, data movement, and storage can spiral out of control.

Cost-Benefit 86

Cost-Benefit Experimentation Data Lake Deep Learning 86

CIO Business Intelligence

OCTOBER 4, 2023

One of the first things they built was an HR chatbot, which provided benefits recommendations that unnecessarily exposed them to massive liability. For example, if the HR tool recommended the wrong option, an employee could miss the benefits window for an entire year. Then there are transitional costs, he says.

Cost-Benefit 136

Cost-Benefit Manufacturing Machine Learning Experimentation 136

CIO Business Intelligence

JULY 15, 2022

Yet modernization journeys are often bumpy; IT leaders must overcome barriers such as resistance to change, management complexity, high costs, and talent shortages. Ampol had a clear goal: intelligent operations for improved service reliability, increased agility, and reduced cost. Cloud Management, Digital Transformation

Cost-Benefit 81

Cost-Benefit Digital Transformation Experimentation Visualization 81

Smart Data Collective

OCTOBER 13, 2022

These patterns could then be used as the basis for additional experimentation by scientists or engineers. The technique is helping product design firm Seattle reduce costs and improve the quality of its products. Quality assurance (QA) is an integral part of the life cycle management of products and services. Generative Design.

Testing 112

Testing Cost-Benefit Experimentation Optimization 112

CIO Business Intelligence

JANUARY 2, 2024

We’re moving away from rigid hierarchies of managers and subordinates, transitioning towards more dynamic and flexible teams.” What benefit does AI serve to that department? He plans to scale his company’s experimental generative AI initiatives “and evolve into an AI-native enterprise” in 2024. Statistics can be very misleading.

IT 144

IT Cost-Benefit Statistics Consulting 144

IBM Big Data Hub

DECEMBER 5, 2023

With the rise of highly personalized online shopping, direct-to-consumer models, and delivery services, generative AI can help retailers further unlock a host of benefits that can improve customer care, talent transformation and the performance of their applications. The impact of these investments will become evident in the coming years.

Unstructured Data 91

Unstructured Data Cost-Benefit Experimentation Machine Learning 91

Ontotext

JULY 6, 2023

Case studies The risk and opportunity event detection use case discussed above combines all of Ontotext’s capabilities: storing and managing large amounts of data adding meaning to it (e.g.,, The solution brings many business benefits. Experimentation with different technical analysis services becomes possible.

Cost-Benefit 52

Cost-Benefit Metadata Experimentation Risk 52

Ontotext

NOVEMBER 2, 2023

It can be accomplished at a fraction of the cost of what organizations spend each year supporting the vast industry of data integration workarounds. And while there is a great deal of experimentation underway, most organizations have only scratched the surface in a use-case-by-use-case fashion.

IT 69

IT Cost-Benefit Data-driven Technology 69

IBM Big Data Hub

NOVEMBER 3, 2023

Moreover, costs are always an important consideration: businesses can’t afford to invest in every possible opportunity without evidence of added value. This is why it’s important to empower more business professionals to benefit from events. We’ve seen them get stuck all-together due to costs and skills constrains.

Cost-Benefit 75

Cost-Benefit Experimentation Testing Digital Transformation 75

CIO Business Intelligence

JUNE 6, 2023

The implication is that while some businesses are cutting costs and many tech companies are announcing layoffs, forward-looking enterprises are investing and collaborating with startups. Large contract negotiations are driven by pricing and service levels, so what information is shared with vendors is managed through a controlled process.

Key Performance Indicator 104

Key Performance Indicator Cost-Benefit Enterprise Experimentation 104

CIO Business Intelligence

NOVEMBER 24, 2022

The report shows that the biggest barrier to adoption in this region may be skepticism about the benefits, and of all regions, EMEA is the least likely to say that low-code/no-code is a key trend. It’s also the only region where unclear benefits constitute one of the top three reasons for not adopting low-code/no-code.

IT 94

IT Cost-Benefit Consulting Software 94