David Menninger's Analyst Perspectives

FEBRUARY 2, 2024

Ventana Research recently announced its 2024 Market Agenda for Artificial Intelligence , continuing the guidance we have offered for two decades to help enterprises derive optimal value from technology and improve business outcomes.

Marketing 130

Marketing Optimization Enterprise Technology 130

Analytics Vidhya

APRIL 24, 2023

With machine learning (ML), a branch of artificial intelligence (AI), software programs can predict outcomes more accurately without being explicitly instructed. Introduction We live in a world where social media platforms shape our interests, tailor our news feeds, and provide customized content, all thanks to machine learning!

Machine Learning 258

Machine Learning Software Analytics Technology 258

O'Reilly on Data

NOVEMBER 29, 2022

While it’s unlikely that the bill will become law, merely raising the possibility of criminal prosecution and jail time has upped the ante for “ commercial entities that operate high-risk information systems or automated-decision systems, such as those that use artificial intelligence or machine learning.”.

Machine Learning 278

Machine Learning Recreation/Entertainment Risk Testing 278

CIO Business Intelligence

MAY 9, 2024

The rapid rise of artificial intelligence — especially generative AI — is prompting many organizations to hire or promote a chief AI officer (CAIO). The user views artificial intelligence as the output — what can come from the tool to improve the practice of law,” McCreary explains. “I

Risk Management 125

Risk Management Risk Cost-Benefit Technology 125

CIO Business Intelligence

APRIL 16, 2024

Using this intelligence, GenAI can then automatically populate a global namespace for tags, greatly accelerating time to value. A GenAI-powered edge activates warp drive Working together, edge compute with GenAI is poised to upend slower, manual processes and speed up decision-making, operational intelligence, and manufacturing outcomes.

Manufacturing 141

Manufacturing Digital Transformation Risk Dashboards 141

CIO Business Intelligence

OCTOBER 16, 2023

Predictive AI uses advanced algorithms based on historical data patterns and existing information to forecast outcomes to predict customer preferences and market trends — providing valuable insights for decision-making. GenAI and Predictive AI represent two distinct approaches within the broader field of artificial intelligence.

Forecasting 126

Forecasting Machine Learning Software Data-driven 126

Smarten

JANUARY 23, 2024

Integrating Artificial Intelligence with Analytics Can Increase the Relevance of Analytics! Among the many uses for artificial intelligence (AI), analytics holds a particularly interesting position. The use of AI in analytics can be very beneficial today, with the promise of even more benefits in the future.’

Analytics 62

Analytics Machine Learning Cost-Benefit Advertising 62

CIO Business Intelligence

FEBRUARY 7, 2024

Despite their willingness to amend the models if the AISI finds flaws in their technology, the companies are under no obligation to change or delay releases of the technology based on the test outcomes, the sources said. Artificial Intelligence, Generative AI, Government, Regulation, Technology Industry

Testing 121

Testing Reporting Risk Modeling 121

CIO Business Intelligence

MARCH 4, 2024

Artificial intelligence (AI) is delivering rapid change for Australian business by raising customers’ expectations, generating new competitive challenges, and creating opportunities for new products and services. Artificial Intelligence

Cost-Benefit 139

Cost-Benefit Predictive Analytics Data-driven Finance 139

CIO Business Intelligence

NOVEMBER 15, 2022

Approximately 34% are increasing investment in artificial intelligence (AI) and 24% in hyper-automation as well. The firm also calls on CIOs to implement software composition analysis to get visibility into software supply chain vulnerabilities, and leverage maturing threat intelligence platforms to prioritise and fix them.

Digital Transformation 141

Digital Transformation Experimentation Risk Metrics 141

CIO Business Intelligence

APRIL 29, 2024

With regard to information generated by ChatGPT, noyb alleges there is no legal redress for so-called “hallucinations,” or wrong answers provided by artificial intelligence (AI) large language models, when it comes to personal information. When it comes to AI-generated content, such trails often go cold.

Enterprise 125

Enterprise Modeling IT 125

Smart Data Collective

AUGUST 11, 2022

Artificial Intelligence (AI) has significantly altered how work is done. Explaining the outcomes of those tasks. Artificial Intelligence, in turn, needs to process data to make conclusions. How Artificial Intelligence is Impacting Data Quality. Sustaining the responsible use of machines.

Data Quality 130

Data Quality Machine Learning Digital Transformation Big Data 130

CIO Business Intelligence

MARCH 19, 2024

Ask your average schmo what the biggest risks of artificial intelligence are, and their answers will likely include: (1) AI will make us humans obsolete; (2) Skynet will become real, making us humans extinct; and maybe (3) deepfake authoring tools will be used by bad people to do bad things. Call it “artificial human frailties.”

Risk 117

Risk Machine Learning Risk Management Measurement 117

CIO Business Intelligence

NOVEMBER 20, 2023

As a technology professional, seeing how artificial intelligence (AI) and generative AI/large language models can improve and save lives makes me think about the significant difference this can have on families and communities worldwide–including mine. 1] [link] [2] [link] [3] [link] [4] [link] Artificial Intelligence

Cost-Benefit 119

Cost-Benefit Unstructured Data Modeling Structured Data 119

CIO Business Intelligence

MAY 15, 2024

We think these companies are heading in the right direction by turning “in concept” potential into real outcomes, and that the past provides some useful lessons for doing the same. Nip the seeds of future regret in the bud and put use case limbo behind you Learn more about DataStax Artificial Intelligence, Machine Learning

Digital Transformation 121

Digital Transformation Strategy Metrics Machine Learning 121

CIO Business Intelligence

MARCH 5, 2024

That’s one of the main themes from IDC’s recent predictions report, “IDC FutureScape: Worldwide Artificial Intelligence and Automation 2024 Top 10 Predictions”. Prediction 1: AI will be judged more by its tangible business impact Until now, GenAI has been seen as an exciting new technology without the pressure of business outcomes.

Key Performance Indicator 111

Key Performance Indicator Cost-Benefit KPI Software 111

CIO Business Intelligence

APRIL 23, 2024

AI stands to be the next revolutionary advancement because it has the ability to learn and far surpass human intelligence, enabling it to analyze data more deeply and generate insights that would be impossible for humans alone. Artificial intelligence is the next great disruptor. Now that number is around 4%.

Uncertainty 94

Uncertainty Enterprise Technology Manufacturing 94

IBM Big Data Hub

NOVEMBER 28, 2023

Artificial Intelligence (AI) should be designed to include and balance human oversight, agency, and accountability over decisions across the AI lifecycle. IBM’s first Principle for Trust and Transparency states that the purpose of AI is to augment human intelligence.

Key Performance Indicator 91

Key Performance Indicator Interactive Technology IT 91

CIO Business Intelligence

OCTOBER 13, 2023

Less than a year after most CIOs and business leaders even heard the expression “generative artificial intelligence,” for the first time, this technology has set off a wave of innovation that will dramatically change how businesses are run. Joule will continuously deliver new insights that get even more intelligent over time.

Contextual Data 138

Contextual Data Optimization Sales Technology 138

IBM Big Data Hub

MARCH 14, 2024

According to a study conducted by HFS Research in partnership with IBM Consulting®, only 25% of surveyed enterprises have reported solid ROI on business outcomes from their cloud transformation efforts. At IBM, we provide clear guidance for navigating these challenges and achieving better business outcomes. Want to learn more?

ROI 77

ROI Business Objectives Cost-Benefit Enterprise 77

datapine

NOVEMBER 27, 2019

Over the past decade, business intelligence has been revolutionized. 2019 was a particularly major year for the business intelligence industry. 2019 was a particularly major year for the business intelligence industry. It will also be a year of collaborative BI and artificial intelligence.

Business Intelligence 361

Business Intelligence Analytics Prescriptive Analytics Data Quality 361

CIO Business Intelligence

FEBRUARY 26, 2024

Here, in an extract from his book, AI for Business: A practical guide for business leaders to extract value from Artificial Intelligence , Peter Verster, founder of Northell Partners, a UK data and AI solutions consultancy, explains four of them. Artificial Intelligence, CIO, Digital Transformation, IT Leadership, IT Management

Experimentation 123

Experimentation Cost-Benefit Digital Transformation Risk 123

CIO Business Intelligence

DECEMBER 14, 2023

Now, manufacturing is facing one of the most exciting, unmatched, and daunting transformations in its history due to artificial intelligence (AI) and generative AI (GenAI). Artificial Intelligence Consider quality control. Learn more about unstructured data storage solutions and how they can enable AI technology.

Manufacturing 138

Manufacturing Cost-Benefit Unstructured Data Optimization 138

CIO Business Intelligence

JULY 26, 2023

Studies reveal a link between staffing shortages and poor patient outcomes due to, for example, inpatient surgical mortality rates, patient falls and hospital-acquired infections. It is fully integrated with conversational artificial intelligence, creating a human-like interface to simplify engagement and communication.

Technology 91

Technology Unstructured Data Forecasting Visualization 91

CIO Business Intelligence

NOVEMBER 21, 2023

Artificial intelligence is transforming the ways in which we do virtually everything. The role of AI has become so critical to military strategy and capability that the US Air and Space Forces appointed its first chief artificial intelligence officer this year. I have a high level of emotional intelligence.

Strategy 115

Strategy Machine Learning Technology Data-driven 115

CIO Business Intelligence

NOVEMBER 7, 2022

Executives see the AI opportunity for competitive differentiation and are looking for leaders to deliver successful outcomes. Are they working on problems that can yield meaningful business outcomes? They participate in planning to deliver business outcomes and then institute DevOps to ensure delivery and ongoing enhancements.

Machine Learning 128

Machine Learning Data Science Experimentation IoT 128

Rocket-Powered Data Science

MARCH 19, 2021

With dynamic real-time insights, this “Internet of Everything” can then become the “Internet of Intelligent Things”, or as I like to say, “The Internet used to be a thing. Now things are the Internet.”.

Internet of Things 259

Internet of Things Analytics IoT Prescriptive Analytics 259

CIO Business Intelligence

SEPTEMBER 29, 2023

The operational efficiencies and advanced intelligence to support financial services employees and their customers are clear benefits. Artificial Intelligence | Dell USA AI in Financial Services – Intel Artificial Intelligence Read my related article about accelerating generative AI here.

Finance 133

Finance Unstructured Data Risk Cost-Benefit 133

CIO Business Intelligence

OCTOBER 30, 2023

Artificial intelligence (AI) is reshaping our world. Dell’s mission is to get organizations—across industries and sizes—to improve business outcomes by bringing AI to their data at any scale. In business, this puts CIOs in one of the most pivotal organizational roles today.

Unstructured Data 142

Unstructured Data Optimization Data-driven Strategy 142

CIO Business Intelligence

JANUARY 9, 2023

They are playing out across industries with the help of edge computing, Internet of Things (IoT) devices and an innovative approach known as Business Outcomes-as-a-Service. [1] In each case, they are taking strategic advantage of data generated at the edge, using artificial intelligence and cloud architecture.

IoT 126

IoT Internet of Things Cost-Benefit Digital Transformation 126

Rocket-Powered Data Science

FEBRUARY 15, 2023

Generative AI is the biggest and hottest trend in AI (Artificial Intelligence) at the start of 2023. 3) How do we get started, when, who will be involved, and what are the targeted benefits, results, outcomes, and consequences (including risks)? In short, you must be willing and able to answer the seven WWWWWH questions (Who?

Strategy 289

Strategy Experimentation Uncertainty Machine Learning 289

CIO Business Intelligence

SEPTEMBER 8, 2022

The headlines read “Artificial Intelligence (AI) will completely transform your business.” For several decades this has been the story behind Artificial Intelligence and Machine Learning. Artificial Intelligence But does the hype match the reality? Where are the success stories?

Machine Learning 107

Machine Learning Cost-Benefit Data-driven Digital Transformation 107

Smarten

APRIL 19, 2024

Nothing…and I DO mean NOTHING…is more prominent in technology buzz today than Artificial Intelligence (AI). Now, and for the foreseeable future, AI depends heavily on ‘training’ a model to understand historical data and other factors and use that to predict outcomes and deliver information. in next several years.

Analytics 57

Analytics Predictive Modeling KPI Machine Learning 57

CIO Business Intelligence

MAY 10, 2024

The power of AI JSOC’s AIOps functionality has thus far gone live on mobile platforms, leading to several positive outcomes, including a 95% reduction in time identifying the root cause of a problem and 80% improvement in identifying anomalies, according to TIAA. Artificial Intelligence, CIO 100, Digital Transformation

Machine Learning 115

Machine Learning Experimentation Digital Transformation Modeling 115

CIO Business Intelligence

FEBRUARY 9, 2024

From the initial kickoff at Allegiant Stadium in Las Vegas for Super Bowl LVIII on Sunday, an artificial intelligence platform will be tracking every move on the field to help keep players safer. Artificial Intelligence, Data Management, Digital Transformation, Media and Entertainment Industry

Recreation/Entertainment 133

Recreation/Entertainment Data-driven Risk Digital Transformation 133

Cloudera

APRIL 13, 2022

If you’re AI-first, that means you have figured out how to leverage artificial intelligence to boost organizational agility so you can continuously adapt operational processes to deliver the right business outcomes. . Computers are very good at this type of intelligence. It is the conduit to the outcome.

Data Collection 109

Data Collection Machine Learning Strategy Data-driven 109

IBM Big Data Hub

MAY 7, 2024

Our leading artificial intelligence (AI) solution is designed to help you find the right candidates faster and more efficiently. We work together to understand your business needs, talent strategy and wanted outcomes, and to create a customized solution to address your current business strategies and concerns.

Strategy 61

Strategy Optimization Interactive Management 61