CIO Business Intelligence

MAY 15, 2024

It seems anyone can make an AI model these days. Even if you don’t have the training data or programming chops, you can take your favorite open source model, tweak it, and release it under a new name. According to Stanford’s AI Index Report, released in April, 149 foundation models were released in 2023, two-thirds of them open source.

Modeling 137

Modeling Risk Software Enterprise 137

O'Reilly on Data

DECEMBER 12, 2019

Not least is the broadening realization that ML models can fail. And that’s why model debugging, the art and science of understanding and fixing problems in ML models, is so critical to the future of ML. Because all ML models make mistakes, everyone who cares about ML should also care about model debugging. [1]

Machine Learning 191

Machine Learning Modeling Testing Risk Management 191

CIO Business Intelligence

MARCH 8, 2023

As organizations shape the contours of a secure edge-to-cloud strategy, it’s important to align with partners that prioritize both cybersecurity and risk management, with clear boundaries of shared responsibility. The security-shared-responsibility model provides a clear definition of the roles and responsibilities for security.”

Modeling 93

Modeling Risk Management Internet of Things Risk 93

CIO Business Intelligence

MAY 13, 2024

IBM is betting big on its toolkit for monitoring generative AI and machine learning models, dubbed watsonx.governance , to take on rivals and position the offering as a top AI governance product, according to a senior executive at IBM. watsonx.governance is a toolkit for governing generative AI and machine learning models.

Risk 122

Risk Machine Learning Modeling Enterprise 122

Domino Data Lab

AUGUST 6, 2021

All models require testing and auditing throughout their deployment and, because models are continually learning, there is always an element of risk that they will drift from their original standards. As such, model governance needs to be applied to each model for as long as it’s being used.

Machine Learning 145

Machine Learning Modeling Testing Risk 145

Smart Data Collective

APRIL 22, 2020

Big data has turned the software industry on its head. The relationship between software development and big data is a two-way street. While many software developers are looking to create new applications that use big data, they are also using big data to streamline development. Development: This is where the program gets built.

Data-driven 91

Data-driven Software Big Data Testing 91

John Wheeler

MARCH 5, 2021

Now that we are recovering from the COVID-19 pandemic crisis, our clients are now looking forward to deploy new ways of managing risk. They can no longer look to the past as an exclusive indicator of what risks may lie ahead. Simply put, business leaders need a better way to manage risks.

Risk Management 105

Risk Management Risk Technology Management 105

CIO Business Intelligence

JUNE 23, 2023

To gain a better understanding of what IT leaders are focused on when it comes to modernization Rocket Software conducted a survey of 275 U.S.-based It helps reduce risk, increase efficiency, optimize resources, and improve both the customer and employee experience.

IT 98

IT Risk Management Risk Optimization 98

CIO Business Intelligence

SEPTEMBER 14, 2023

Nasdaq is currently using gen AI for a range of applications, including supporting digital investigators’ efforts to identify financial crime risk and empowering corporate boards to consume presentations and disclosures more efficiently. That’s because, says Peterson, Nasdaq’s tech stack is the best exchange software out there. “As

Risk Management 116

Risk Management Risk Marketing Cost-Benefit 116

O'Reilly on Data

MAY 18, 2020

This article answers these questions, based on our combined experience as both a lawyer and a data scientist responding to cybersecurity incidents, crafting legal frameworks to manage the risks of AI, and building sophisticated interpretable models to mitigate risk. All predictive models are wrong at times?—just

Risk 359

Risk Modeling Data Processing Software 359

CIO Business Intelligence

NOVEMBER 21, 2023

Ask IT leaders about their challenges with shadow IT, and most will cite the kinds of security, operational, and integration risks that give shadow IT its bad rep. That’s not to downplay the inherent risks of shadow IT.

IT 137

IT Risk Cost-Benefit Risk Management 137

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. Consider the following: Do you need a public foundation model? times higher ROI.

Enterprise 102

Enterprise ROI Risk Strategy 102

CIO Business Intelligence

SEPTEMBER 20, 2023

With the addition of Now Assist to the Vancouver release of its software platform, ServiceNow is embedding gen AI across the three major workflows it supports. CIOs need to have a specific business and governance plan to balance and accept AI’s risks and benefits,” Elliot said. Product pricing is only one part of the discussion.

Cost-Benefit 111

Cost-Benefit Software Finance Interactive 111

CIO Business Intelligence

FEBRUARY 20, 2024

Others are weighing the advantages of subscription-based business models where industrial equipment, automation, and processes are delivered as a service. Nall comments: “Copilot can help manufacturers de-risk their supply chains by helping predict potential disruption so they can put mitigations in place ahead of time.”

Manufacturing 98

Manufacturing Sales Risk Management Forecasting 98

CIO Business Intelligence

AUGUST 30, 2023

In my previous column in May, when I wrote about generative AI uses and the cybersecurity risks they could pose , CISOs noted that their organizations hadn’t deployed many (if any) generative AI-based solutions at scale. Employees are using it to develop software, write code, create content, and prepare sales and marketing plans.

Enterprise 132

Enterprise Risk Measurement Software 132

CIO Business Intelligence

AUGUST 25, 2022

As organizations shape the contours of a secure edge-to-cloud strategy, it’s important to align with partners that prioritize both cybersecurity and risk management, with clear boundaries of shared responsibility. The security-shared-responsibility model provides a clear definition of the roles and responsibilities for security.”.

Risk Management 116

Risk Management Internet of Things Risk IoT 116

IBM Big Data Hub

FEBRUARY 13, 2024

This data is fed into generational models, and there are a few to choose from, each developed to excel at a specific task. Generative adversarial networks (GANs) or variational autoencoders (VAEs) are used for images, videos, 3D models and music. Autoregressive models or large language models (LLMs) are used for text and language.

Enterprise 122

Enterprise Modeling Testing Data-driven 122

IBM Big Data Hub

OCTOBER 4, 2022

Today, AI presents an enormous opportunity to turn data into insights and actions, to amplify human capabilities, decrease risk and increase ROI by achieving break through innovations. Manual processes that introduce risk and make it hard to scale. Multiple unsupported tools for building and deploying models.

Metadata 100

Metadata Risk Risk Management Experimentation 100

CIO Business Intelligence

MARCH 21, 2024

Do you really want the software you are going to run for the next 15 to 20 years being designed by just anyone?” These include network management, help desk, establishing and enforcing policies related to information security and risk management, and several other IT functions. This kept top talent on the sidelines.

IT 111

IT Manufacturing Risk Management Risk 111

CIO Business Intelligence

JUNE 8, 2023

Skills such as software engineering, architecture, cloud, and program management are highly sought after as more companies explore creating both internal and external applications and solutions. Relevant skills for DevOps Engineers include automation, software development, system administration skills, and cloud computing.

IT 139

IT Digital Transformation Software Risk 139

CIO Business Intelligence

SEPTEMBER 7, 2023

That’s why, around the world, governments and the defense industry as a whole are now investing and exploring generative artificial intelligence (AI), or large language models (LLMs), to better understand what’s possible. The second challenge is managing new risks, which stem primarily from the threat of misinformation.

Unstructured Data 119

Unstructured Data Cost-Benefit Risk Data-driven 119

CIO Business Intelligence

JULY 6, 2023

From 1 January 2024, the provisions relating to supplier risk management will also apply to companies with more than 1,000 employees. Through an extensive risk analysis , the business partner portfolio is gradually stratified and high-risk business partners are identified for full SCDDA compliance.

Cost-Benefit 94

Cost-Benefit Risk Digital Transformation Risk Management 94

Smart Data Collective

SEPTEMBER 17, 2020

Some prominent banking institutions have gone the extra mile and introduced software to analyze every document while recording any crucial information that these documents may carry. Here are a few of the advantages of Big Data in the banking and financial industry: Improvement in risk management operations.

Big Data 141

Big Data Finance Risk Management Risk 141

BA Learnings

JANUARY 10, 2018

The principle of the Swiss cheese model has been successfully applied to safety engineering and healthcare practices across the world. Latent conditions can be highlighted and corrected via effective risk management before problems manifest in the system. What’s your opinion of the Swiss cheese model?

Risk Management 183

Risk Management Risk Interactive Modeling 183

CIO Business Intelligence

JULY 13, 2022

The event kicks off with a conversation with Blackstone CSO Adam Fletcher on confronting assumptions about SaaS security and adopting a shared responsibility model. Later in the day, IDC Senior Research Analyst for DevOps Katie Norton will share tactics and research on incorporating security in the software development lifecycle.

Strategy 124

Strategy Metrics Risk Risk Management 124

John Wheeler

OCTOBER 20, 2020

We continue our “20 for 20” theme this year by highlighting the integrated risk management (IRM) critical capabilities and top 20 software functions / features. Risk & Control Documentation /Assessment. Risk Mitigation Action Planning. Risk Monitoring and Communication. Incident Management.

Risk Management 52

Risk Management Risk Predictive Modeling Insurance 52

CIO Business Intelligence

OCTOBER 4, 2023

There’s also strong demand for non-certified security skills, with DevSecOps, security architecture and models, security testing, and threat detection/modelling/management attracting the highest pay premiums.

Prescriptive Analytics 135

Prescriptive Analytics IT Machine Learning Risk 135

IBM Big Data Hub

MAY 9, 2023

Today, AI presents an enormous opportunity to turn data into insights and actions, to help amplify human capabilities, decrease risk and increase ROI by achieving break through innovations. This solution is designed to include everything needed to develop a consistent transparent model management process. It is an imperative.

Metadata 75

Metadata Risk Experimentation Dashboards 75

Cloudera

MAY 24, 2022

I recently attended the CeFPro environmental, social, and corporate governance (ESG) conference in London along with a variety of risk experts and ESG leaders from large global institutions. I discussed the complex modeling considerations of physical, transition, and alignment risks in a prior post about climate risk models. .

Risk 83

Risk Measurement Modeling Risk Management 83

CIO Business Intelligence

OCTOBER 13, 2023

In the next six to 12 months, some of the most popular anticipated uses for gen AI include content creation (42%), data analytics (53%), software development (41%), business insight (51%), internal customer support (45%), product development (40%), security (42%), and process automation (51%).

Deep Learning 143

Deep Learning Machine Learning Modeling Software 143

IBM Big Data Hub

DECEMBER 15, 2023

When AI algorithms, pre-trained models, and data sets are available for public use and experimentation, creative AI applications emerge as a community of volunteer enthusiasts builds upon existing work and accelerates the development of practical AI solutions. Morgan’s Athena uses Python-based open-source AI to innovate risk management.

Deep Learning 68

Deep Learning Experimentation Machine Learning Risk 68

CIO Business Intelligence

JANUARY 24, 2024

“In construction, our teams are managing the construction of hundreds of projects happening at any one time,” she says. Our analytics capabilities identify potentially unsafe conditions so we can manage projects more safely and mitigate risks.” As a construction company, Gilbane is in the business of managing risk.

Risk Management 118

Risk Management Risk Management Digital Transformation 118

CIO Business Intelligence

APRIL 27, 2023

It’s a role that typically requires at least a bachelor’s degree in information technology, software engineering, computer science, or a related field. Relevant skills include Java, JavaScript, organizational and leadership skills, technical knowledge, project management, and architecture design.

IT 116

IT Software Risk Management 116

Laminar Security

DECEMBER 22, 2023

By using DSPM tools to pinpoint and remove ROT data, businesses can both reduce their storage needs and also streamline their operations while minimizing the risk of data breaches. Without proper management, the costs associated with storing unnecessary data can become a substantial financial burden.

Cost-Benefit 95

Cost-Benefit Risk Optimization Risk Management 95

CIO Business Intelligence

AUGUST 23, 2023

That need for complex mathematical modeling at scale makes the finance industry a perfect candidate for the promise of quantum computing, which makes (extremely) quick work of computations, including complex ones, delivering results in minutes or hours instead of weeks and months.

IT 96

IT Machine Learning Risk Optimization 96

CIO Business Intelligence

NOVEMBER 23, 2022

In terms of business benefits, respondents cited improvements with the alignment of capabilities with strategy, business investment decisions, compliance and risk management, business processes, collaboration between functions, business insights, business agility and continuity , and a faster time to market and innovation.

Enterprise 128

Enterprise Cost-Benefit Digital Transformation Strategy 128

John Wheeler

AUGUST 16, 2018

Gartner published its inaugural Magic Quadrant for Integrated Risk Management (IRM) several weeks ago and feedback from end-user customers has been overwhelmingly positive. What is most noteworthy is the shift away from the old, monolithic governance, risk and compliance (GRC) software platforms.

Risk Management 56

Risk Management Marketing Recreation/Entertainment Risk 56