CIO Business Intelligence

APRIL 29, 2024

The CIO as AI champion and coach The employee concerns voiced in the survey suggest that CIOs need to be advocates for AI within their organizations, says Arun Chandrasekaran, an analyst at Gartner focused on emerging technologies. They need to have a culture of experimentation.” With gen AI, there’s more enthusiasm.

Experimentation 129

Experimentation Forecasting Risk Consulting 129

IBM Big Data Hub

MAY 25, 2023

The Center of Excellence (CoE) already has more than 1,000 consultants with specialized generative AI expertise that are engaging with a global set of clients to drive productivity in IT operations and core business processes like HR or marketing, elevate their customer experiences and create new business models.

Consulting 99

Consulting Experimentation Machine Learning Modeling 99

CIO Business Intelligence

APRIL 25, 2023

Over the last few months, both business and technology worlds alike have been abuzz about ChatGPT, and more than a few leaders are wondering what this AI advancement means for their organizations. A transformer is a type of AI deep learning model that was first introduced by Google in a research paper in 2017.

Experimentation 107

Experimentation Enterprise Deep Learning Modeling 107

DataRobot Blog

MARCH 8, 2023

Leveraging DataRobot’s JDBC connectors, enterprise teams can work together to train ML models on their data residing in SAP HANA Cloud and SAP Data Warehouse Cloud, as well as have an option to enrich it with data from external data sources.

Enterprise 105

Enterprise Experimentation Machine Learning Modeling 105

CIO Business Intelligence

APRIL 25, 2024

And at LinkedIn scale, those matchmaking processes have always relied on technology. During the summer of 2023, at the height of the first wave of interest in generative AI, LinkedIn began to wonder whether matching candidates with employers and making feeds more useful would be better served with the help of large language models (LLMs).

IT 135

IT Experimentation Cost-Benefit Metrics 135

CIO Business Intelligence

MAY 10, 2024

To make that possible, JSOC reaches into the company’s cloud infrastructure to access data using a range of technologies, including AWS Gateway, Aurora, OpenShift, Secrets Manager, Athena, and Kafka, to name a few. You can’t just go to an IT organization and ask them to build an AI model for retirement planning.

Machine Learning 112

Machine Learning Experimentation Digital Transformation Modeling 112

CIO Business Intelligence

APRIL 26, 2023

More than an experimental group, they hold themselves accountable the same way any startup should. Using rapid ideation, agile methodologies, incubation, and validation, the group employs startup thinking with a venture capital (VC) backing model, which brings together committed, diverse teams of experts at the top of their technical fields.

Technology 52

Technology Marketing Experimentation Modeling 52

CIO Business Intelligence

MAY 14, 2024

In 2023, King County reported about 1,300 fatal drug overdoses. During the second phase, NLP and ML models created and trained by the King County Department of IT extract the pertinent information from these digitized reports. King County’s NLP model was based on BERT, an advanced large language model (LLM).

Deep Learning 78

Deep Learning Machine Learning Reporting Experimentation 78

CIO Business Intelligence

FEBRUARY 16, 2024

But about 10 years ago when they shifted towards being more of a technology services provider, they became a HCM service provider. ADP’s innovation lab has already developed many machine learning models and predictive analytics that exploit the company’s data cloud. Our approach is multifaceted, and we have many initiatives under way.”

Digital Transformation 110

Digital Transformation Experimentation Cost-Benefit Machine Learning 110

CIO Business Intelligence

OCTOBER 18, 2023

If anything, 2023 has proved to be a year of reckoning for businesses, and IT leaders in particular, as they attempt to come to grips with the disruptive potential of this technology — just as debates over the best path forward for AI have accelerated and regulatory uncertainty has cast a longer shadow over its outlook in the wake of these events.

Risk 134

Risk Manufacturing Enterprise Technology 134

CIO Business Intelligence

APRIL 12, 2024

With information about products and availability constantly changing, Tractor Supply sees Hey GURA as a “knowledge base and a training platform,” says Rob Mills, chief technology, digital commerce, and strategy officer at Tractor Supply. It’s always been an expensive technology,” she adds.

Experimentation 106

Experimentation Sales Digital Transformation Metrics 106

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. trillion on retail businesses through 2029. trillion in that year.

Unstructured Data 90

Unstructured Data Cost-Benefit Experimentation Machine Learning 90

CIO Business Intelligence

FEBRUARY 8, 2024

As technology evolves, individuals and the community collaborate to keep pace. No doubt, AI was the cutting-edge technology in 2023 that everyone was trying to keep pace with. And like senior developers, the Stack Overflow knowledge base and community provides real-time, accurate, and sourced solutions to technical challenges.

Cost-Benefit 110

Cost-Benefit Experimentation Interactive Risk 110

IBM Big Data Hub

DECEMBER 15, 2023

Open-source artificial intelligence (AI) refers to AI technologies where the source code is freely available for anyone to use, modify and distribute. As a result, these technologies quite often lead to the best tools to handle complex challenges across many enterprise use cases.

Deep Learning 64

Deep Learning Experimentation Machine Learning Risk 64

CIO Business Intelligence

JULY 27, 2023

Soon after ChatGPT burst on the scene in November 2022, Chan realized generative AI would amount to far more than the just the latest technology flash-in-the-pan. If we don’t do anything about it, they will have no choice but to use it on their own,” says Chan, CIO of Avnet, a technology parts and services provider.

IT 86

IT Insurance Strategy Risk 86

CIO Business Intelligence

JULY 31, 2023

Just look at the stats:Some 45% of 2,500 executives polled for a May 2023 report from research firm Gartner said the publicity around ChatGPT prompted them to increase their AI investments, 70% said their organization is already exploring gen AI, and 19% are in actual pilot or production mode. How has, say, ChatGPT hit your business model?”

Strategy 95

Strategy Risk Enterprise Risk Management 95

CIO Business Intelligence

NOVEMBER 2, 2023

To be sure, enterprise cloud budgets continue to increase, with IT decision-makers reporting that 31% of their overall technology budget will go toward cloud computing and two-thirds expecting their cloud budget to increase in the next 12 months, according to the Foundry Cloud Computing Study 2023. growth experienced in 2022.

Strategy 127

Strategy Data Processing Experimentation Optimization 127

CIO Business Intelligence

JANUARY 2, 2024

This approach is vital for staying competitive and responsive in an era where technological advancements, particularly in AI, are rapid and transformative.” With AI being the talk of 2023, [there were questions on] how do we, as a company, handle its adoption, governance, and education about it to our employees,” he says.

IT 144

IT Cost-Benefit Statistics Consulting 144

CIO Business Intelligence

MAY 8, 2023

The resulting project, SmarthSearch, has earned Dow a 2023 CIO 100 Award list for IT leadership and innovation, and now enables thousands of Dow chemists to discover needed molecules in minutes that once took weeks to identify. It eliminates a lot of experimentation time … and accelerates our research quite dramatically.”

Manufacturing 68

Manufacturing Experimentation Digital Transformation Technology 68

CIO Business Intelligence

DECEMBER 29, 2023

With the merging of operational efficiency and embracing new technologies, today’s CIOs are under increasing pressure to do more with less and become both technologists and business leaders, says Sunny Azadeh, CIO at digital services company GlobalLogic. “In

Cost-Benefit 133

Cost-Benefit Digital Transformation Consulting Strategy 133

IBM Big Data Hub

APRIL 18, 2024

This is the potential of artificial general intelligence (AGI), a hypothetical technology that may be poised to revolutionize nearly every aspect of human life and work. However, if AGI development uses similar building blocks as narrow AI, some existing tools and technologies will likely be crucial for adoption.

Cost-Benefit 89

Cost-Benefit Modeling Manufacturing Interactive 89

CIO Business Intelligence

FEBRUARY 14, 2024

Just as a balanced diet fortifies the body, a robust and modern IT infrastructure lays the groundwork for AI and other advanced technologies to flourish.” That’s not just about the cost of preparing a larger data set than you need, which takes expertise that’s still uncommon and commands a high salary, but also what you’re teaching the model.

IT 141

IT Metadata Data-driven Management 141

CIO Business Intelligence

AUGUST 17, 2023

Generative AI is widely regarded as one of the great technology breakthroughs of our time. Another experienced IT leader, David Ivell, chief product and technology officer at behavior management training company Team Teach, is already harnessing generative AI’s power. Medica’s O’Brien issues a caution as well.

Risk 91

Risk Cost-Benefit Strategy Experimentation 91

CIO Business Intelligence

MAY 1, 2024

Gen AI takes us from single-use models of machine learning (ML) to AI tools that promise to be a platform with uses in many areas, but you still need to validate they’re appropriate for the problems you want solved, and that your users know how to use gen AI effectively. Pilots can offer value beyond just experimentation, of course.

Cost-Benefit 139

Cost-Benefit Metrics Insurance Measurement 139

Ontotext

DECEMBER 30, 2022

Those are bold plans, because in 2022 we received recognition for what we’ve achieved through investment to help us expand, accelerate growth and engage the market with the technology we’ve been developing for 20 years. This makes 2023 both a very challenging and exciting year! Have a cup of tea or a glass of wine and enjoy the story!

Enterprise 52

Enterprise Sales Cost-Benefit Marketing 52

CIO Business Intelligence

MARCH 7, 2023

While digital initiatives and talent are the board directors’ top strategic business priorities in 2023-2024, IT spending is forecasted to grow by only 2.4% CIOs should consider technologies that promote their hybrid working models to replace in-person meetings. Transition from daily standups to hybrid virtual ceremonies.

Digital Transformation 144

Digital Transformation Data Governance Experimentation Machine Learning 144

CIO Business Intelligence

JUNE 6, 2023

By linking up with startups, CIOs can greatly expand their opportunities to experiment with emerging technologies and augment their in-house innovation programs. And the market for doing so remains robust for corporations looking to make the most of the model.

Key Performance Indicator 105

Key Performance Indicator Cost-Benefit Enterprise Experimentation 105

Ontotext

DECEMBER 30, 2022

Those are bold plans, because in 2022 we received recognition for what we’ve achieved through investment to help us expand, accelerate growth and engage the market with the technology we’ve been developing for 20 years. This makes 2023 both a very challenging and exciting year! Have a cup of tea or a glass of wine and enjoy the story!

Enterprise 52

Enterprise Sales Cost-Benefit Marketing 52

CIO Business Intelligence

AUGUST 25, 2023

With every new claim that AI will be the biggest technological breakthrough since the internet, CIOs feel the pressure mount. This demonstrates how his team stays in lockstep with the business on investment priorities in a period where economic uncertainty has narrowed the scope of technology investment. AI never sleeps. Experiment.

Strategy 90

Strategy Data Strategy Experimentation Uncertainty 90

CIO Business Intelligence

JULY 7, 2023

Improving employee productivity and collaboration is a top business objective, according to the 2023 Foundry Digital Business Study. Zero Trust encompasses a variety of technologies and practices that IT teams can use to streamline access to information for authorized individuals. Here are their top tips.

Measurement 111

Measurement Risk Experimentation Enterprise 111

AWS Big Data

NOVEMBER 14, 2023

With data streaming, you can power data lakes running on Amazon Simple Storage Service (Amazon S3), enrich customer experiences via personalization, improve operational efficiency with predictive maintenance of machinery in your factories, and achieve better insights with more accurate machine learning (ML) models.

IoT 55

IoT Data-driven Data Lake Data Strategy 55

CIO Business Intelligence

DECEMBER 6, 2023

Some of the most vocal complaints about generative AI have come from authors and artists unhappy at having their work used to train large language models (LLMs) without permission. However, it’s crucial to understand that this technology is a journey, with ample room for growth and development. This distinction is vital.”

IT 130

IT Risk Management Interactive Modeling 130

IBM Big Data Hub

JANUARY 17, 2023

Furthermore, a global effort to create new data privacy laws, and the increased attention on biases in AI models, has resulted in convoluted business processes for getting data to users. In 2023, we have four entry points aligned to common data & AI stakeholder challenges. AI is no longer experimental. Start a trial.

Data-driven 56

Data-driven Enterprise Data Governance Prescriptive Analytics 56

DataRobot Blog

MARCH 7, 2023

Organizations that want to prove the value of AI by developing, deploying, and managing machine learning models at scale can now do so quickly using the DataRobot AI Platform on Microsoft Azure. Models trained in DataRobot can also be easily deployed to Azure Machine Learning, allowing users to host models easier in a secure way.

Data-driven 59

Data-driven Machine Learning Experimentation Data Lake 59

CIO Business Intelligence

SEPTEMBER 27, 2023

And while many CIOs might have a fairly solid understanding of the technology, putting it into actual use at scale is something else entirely. As with any other significant technology rollout, it’s generally better to walk before running. Gen AI is a relatively new tool for organizations and individual users.

Strategy 123

Strategy Risk Data-driven Modeling 123

IBM Big Data Hub

SEPTEMBER 25, 2023

Uber’s DNA as an analytics company At its core, Uber’s business model is deceptively simple: connect a customer at point A to their destination at point B. Next, they build model data sets out of the snapshots, cleanse and deduplicate the data, and prepare it for analysis as Parquet files. It lands as raw data in HDFS.

OLAP 87

OLAP Data Lake Data-driven Snapshot 87