David Menninger's Analyst Perspectives

MAY 5, 2021

Machine learning is valuable for organizations, but it can be hard to deploy. Our Machine Learning Dynamic Insights research identifies that not having enough skilled resources and difficulty building and maintaining ML systems are pressing challenges organizations face in applying ML.

Machine Learning 180

Machine Learning Data Science Modeling Management 180

O'Reilly on Data

APRIL 19, 2021

It’s possible that pandemic-induced boredom led more people to respond, but we doubt it. It’s possible that pandemic-induced boredom led more people to respond, but we doubt it. Whether they’re putting products into production or just kicking the tires, more people are using AI than ever before. Executive Summary.

Enterprise 356

Enterprise Modeling Risk Manufacturing 356

CIO Business Intelligence

APRIL 22, 2024

Early in this process, I concluded that the previous go-to-market model was too complex and costly for VMware and its customers,” Tan wrote. Broadcom has focused on a simplified portfolio based on two core products, VCF and VMware vSphere Foundation, Tan added. VMware customers were understandably concerned.

Marketing 119

Marketing Uncertainty Strategy Digital Transformation 119

CIO Business Intelligence

APRIL 12, 2024

According to a report from Indeed , a large part of this shift has come as organizations focus more on adopting AI in the workplace. Even as the IT job market experiences shifting dynamics, employment website Indeed reports a range of roles have maintained resiliency and even grown in demand.

Deep Learning 124

Deep Learning IT Machine Learning IoT 124

DataKitchen

SEPTEMBER 20, 2021

Lean DataOps delivers “ bang for the buck” by prioritizing activities that will most impact the productivity of the individual or team. As productivity improves, you can widen the DataOps circle and carefully invest in strategic process change that serves as the foundation for further improvements in team velocity. Production DataOps.

Testing 246

Testing Metrics Measurement Dashboards 246

IBM Big Data Hub

APRIL 9, 2024

Through a partnership spanning more than 25 years, IBM has helped the Augusta National Golf Club capture, analyze, distribute and use data to bring fans closer to the action, culminating in the AI-powered Masters digital experience and mobile app. Lastly, watsonx.data pulls from live feeds.

Management 92

Management IT Machine Learning Metrics 92

O'Reilly on Data

AUGUST 18, 2020

That is, products that are laser-focused on one aspect of the data science and machine learning workflows, in contrast to all-in-one platforms that attempt to solve the entire space of data workflows. They usually meet the needs of end users more effectively, are cheaper, and easier to work with. Which path is best?

Data Science 355

Data Science Machine Learning Data Warehouse Deep Learning 355

O'Reilly on Data

OCTOBER 31, 2023

Many of the proposals we’ve seen are little more than hidden attacks against cryptographically secure communications. Will we see more countries and states develop privacy regulations? When Hashicorp relicensed their widely used Terraform product as Business Source, their community’s reaction was strong and immediate.

Software 203

Software Modeling Technology Publishing 203

CIO Business Intelligence

OCTOBER 5, 2023

Over time, if modern methods and delivery models aren’t leveraged in a unified and well-managed way, businesses will struggle to unlock the developer productivity and innovation that drive competitive advantage and growth.

IT 124

IT Cost-Benefit Software Digital Transformation 124

IBM Big Data Hub

OCTOBER 17, 2023

Generative AI , when applied to industrial processes, can improve production yield, reduce quality variability and lower specific energy consumption (thereby reducing operational costs and emissions). Foundation models make AI more scalable by consolidating the cost and effort of model training by up to 70%.

Modeling 112

Modeling Optimization Manufacturing Forecasting 112

CIO Business Intelligence

NOVEMBER 15, 2023

Sure enough, Bing Chat Enterprise will soon disappear — but it’s only the name that’s going away: The product lives on and will be known simply as Copilot. Sure enough, Bing Chat Enterprise will soon disappear — but it’s only the name that’s going away: The product lives on and will be known simply as Copilot.

Sales 135

Sales Enterprise Modeling Dashboards 135

CIO Business Intelligence

APRIL 30, 2024

The vote isn’t the final passage, but it indicates that many CIOs at organizations using AI tools will have new regulations to comply with, as the law will apply both to organizations developing AIs and those simply deploying them. AI legislation has been years in the making, with the EU first proposing the legislation in April 2021.

IT 115

IT Risk Data-driven Modeling 115

CIO Business Intelligence

APRIL 17, 2024

Salesforce’s reported bid to acquire enterprise data management vendor Informatica could mean consolidation for the integration platform-as-a-service (iPaaS) market and a new revenue stream for Salesforce, according to analysts. This challenge requires tools with capabilities outside of what MuleSoft and Tableau can offer,” Park explained.

Cost-Benefit 128

Cost-Benefit B2B Marketing Enterprise 128

CIO Business Intelligence

APRIL 4, 2024

Like other CIOs, Katrina Redmond has been inundated with opportunities to deploy AI that promise to speed business and operations processes, and optimize workflows. We want to maintain discipline and go deep.” A human reviews it to make sure it makes sense, and if it does, the AI incorporates that into the learning model,” she says.

Enterprise 134

Enterprise Cost-Benefit Forecasting Strategy 134

CIO Business Intelligence

OCTOBER 13, 2023

Businesses are turning to gen AI to streamline business processes, develop proprietary AI technology, and reduce manual efforts in order to free up employees to take on more intensive tasks. Foundry’s AI survey also identified several roles that companies are looking to hire to help with the integration of gen AI in the workplace.

Deep Learning 143

Deep Learning Machine Learning Modeling Software 143

Cloudera

NOVEMBER 29, 2023

That’s why we’re excited to announce the Cloudera Model Registry as generally available, a game-changer that’s set to transform the way you manage your machine learning models in production environments. That’s where the Model Registry steps in. What does the Model Registry offer?

Modeling 82

Modeling Machine Learning Metadata Metrics 82

CIO Business Intelligence

NOVEMBER 17, 2022

A key component to the appeal of cloud-first business models is cloud technologies’ ability to simplify processes and streamline workflows through integration and automation. Statista estimates that global investment in digital transformation is expected to increase significantly between 2022 and 2025, from $1.8 trillion to $2.8

Software 144

Software Management Digital Transformation Data Governance 144

DataKitchen

JANUARY 3, 2022

Business analysts must rapidly deliver value and simultaneously manage fragile and error-prone analytics production pipelines. A centralized data or IT team maintains data platforms utilized by self-service users spread across the organization. In business analytics, fire-fighting and stress are common. Analytics Hub and Spoke.

Business Analytics 245

Business Analytics Analytics Testing Dashboards 245

DataKitchen

JANUARY 20, 2021

With a standard metric supported by a centralized technical team, the organization maintains consistency in analytics. Deploy to production. Product monitoring. Mission Control’ for data production metrics and data team development metrics to demonstrate progress on the DataOps transformation.

Metrics 243

Metrics Experimentation Measurement Testing 243

CIO Business Intelligence

OCTOBER 17, 2023

No longer a nebulous, aspirational term equated with the concept “never trust, already verify,” zero trust has evolved into a solid technology framework that enables proactive defense and digital transformation as organizations embrace the cloud and hybrid work models. We decided to go ‘all in’ with Zscaler and zero trust,” says McLeod. “A

Digital Transformation 143

Digital Transformation B2B IoT Cost-Benefit 143

CIO Business Intelligence

OCTOBER 24, 2023

As a result of ongoing cloud adoption, developers face increased pressures to rapidly create and deploy applications in support of their organization’s cloud transformation goals. Cloud applications, in essence, have become organizations’ crown jewels and developers are measured on how quickly they can build and deploy them.

Modeling 119

Modeling Risk Reporting Machine Learning 119

CIO Business Intelligence

APRIL 30, 2024

IDC forecast shows that enterprise spending (which includes GenAI software, as well as related infrastructure hardware and IT/business services), is expected to more than double in 2024 and reach $151.1 AI, including Generative AI (GenAI), has emerged as a transformative technology, revolutionizing how machines learn, create, and adapt.

Forecasting 105

Forecasting Optimization Advertising IoT 105

CIO Business Intelligence

AUGUST 4, 2022

The biggest divide between data scientists and IT often centers around the tools necessary to develop AI models. Many IT organizations try to build a killer, one-stop solution that fits all needs,” says Michael Balint, principal product architect at NVIDIA. This gap is a significant reason why AI pilot projects fail. “AI

Deep Learning 143

Deep Learning Data Science Enterprise Modeling 143

CIO Business Intelligence

MARCH 25, 2024

Modern digital organisations tend to use an agile approach to delivery, with cross-functional teams, product-based operating models , and persistent funding. But to deliver transformative initiatives, CIOs need to embrace the agile, product-based approach, and that means convincing the CFO to switch to a persistent funding model.

Modeling 124

Modeling Cost-Benefit IT ROI 124

IBM Big Data Hub

SEPTEMBER 6, 2023

The potential of this powerful new tool spans the entire end-to-end marketing process, from internal communications and productivity to customer-facing channels and product support. Generative AI needs the right data As with all AI implementations, generative AI requires attention to sourcing and maintaining the underlying data.

Marketing 126

Marketing Strategy B2B Cost-Benefit 126

CIO Business Intelligence

SEPTEMBER 8, 2023

While many of these decisions are routine and require little thought, others are far more complex and nuanced. While computing technologies and enhanced access to data may have helped businesses make better routine, low-value decisions, anything more complex still requires human input and oversight.

Enterprise 124

Enterprise Digital Transformation Consulting Technology 124

CIO Business Intelligence

OCTOBER 23, 2023

Its use of renewable energy, sustainable technologies, and recycling is common in homes and businesses throughout the country, as well as the neighboring Nordic region, making Norway a role model of environmental stewardship. Ensure they deploy the latest technology and security features efficiently and with minimal maintenance concerns.

IT 124

IT Finance Technology Modeling 124

IBM Big Data Hub

MARCH 4, 2024

In 2024, companies confront significant disruption, requiring them to redefine labor productivity to prevent unrealized revenue, safeguard the software supply chain from attacks, and embed sustainability into operations to maintain competitiveness. This requires a holistic enterprise transformation. times higher ROI.

Enterprise 112

Enterprise ROI Risk Strategy 112

CIO Business Intelligence

MAY 23, 2023

Broadcom has grown by building on the innovations of businesses with critical products, a strong track record, and significant long-term growth potential. Broadcom has grown by building on the innovations of businesses with critical products, a strong track record, and significant long-term growth potential.

Uncertainty 145

Uncertainty Cost-Benefit Risk Technology 145

CIO Business Intelligence

NOVEMBER 8, 2023

For companies whose business units have traditionally operated independently, centralizing IT operations under one strategy can reap significant benefits — especially when it comes to offering a holistic customer experience and establishing a unified data foundation for leveraging the latest emerging technologies.

IT 124

IT Insurance Machine Learning Cost-Benefit 124

DataRobot

NOVEMBER 16, 2021

As we’ve discussed in this blog series, some are already reaping the rewards of AI through increased productivity, cost savings, etc. According to a recent study by NewVantage Partners, only 15 percent of organizations surveyed have deployed AI capabilities into widespread production. What is MLOps? Issues with Deployment.

Cost-Benefit 98

Cost-Benefit Machine Learning Modeling Risk 98

Cloudera

NOVEMBER 19, 2021

Organizations need to usher their ML models out of the lab (i.e., the proof-of-concept phase) and into deployment, which is otherwise known as being “in production”. . Even though organizations know that deployment is where the business value happens, model deployment is one of the first pitfalls for many organizations.

Machine Learning 119

Machine Learning Modeling Experimentation IT 119

IBM Big Data Hub

NOVEMBER 29, 2023

With the emergence of new advances and applications in machine learning models and artificial intelligence, including generative AI, generative adversarial networks, computer vision and transformers, many businesses are seeking to address their most pressing real-world data challenges using both types of synthetic data: structured and unstructured.

Metrics 92

Metrics Machine Learning Risk Statistics 92

IBM Big Data Hub

JANUARY 16, 2024

To remain competitive in today’s relentlessly paced and ever-expanding marketplace, companies must think carefully about what products they’re developing and how they’re developing them, continuously iterating their processes to maintain a competitive edge. Why is a strong product development strategy important?

Strategy 87

Strategy Cost-Benefit Testing Manufacturing 87

IBM Big Data Hub

APRIL 5, 2024

In today’s rapidly changing landscape, delivering higher-quality products to the market faster is essential for success. Similarly, AI enables organizations to process workloads more efficiently and intelligently. In the automotive industry, intelligent simulation speeds up innovation in new models.

Manufacturing 75

Manufacturing Testing Enterprise Modeling 75

CIO Business Intelligence

NOVEMBER 5, 2023

THE POWER OF LOW CODE According to Forrester Research, low-code can accelerate application development by 10 to 20 times compared to traditional coding methods, which is very important in competitive markets as it can shorten the time to market for products and services that rely on them. Empowering Citizen Developers. Better quality code.

Digital Transformation 143

Digital Transformation Cost-Benefit Data Processing Software 143

IBM Big Data Hub

DECEMBER 8, 2023

More and more consumers now expect their vehicles to offer an experience no different from that offered by other smart devices. It interacts with its environment, learns and supports service-based business models. According to a GMI report , the global software-defined vehicle (SDV) market is expected to achieve a CAGR of 22.1%

Software 79

Software Testing Manufacturing Data-driven 79