O'Reilly on Data

NOVEMBER 13, 2018

The Future of Privacy Forum and Immuta recently released a report with some great suggestions on how one might approach machine learning projects with risk management in mind: When you’re working on a machine learning project, you need to employ a mix of data engineers, data scientists, and domain experts.

Machine Learning 277

Machine Learning Risk Management Statistics 277

CIO Business Intelligence

SEPTEMBER 9, 2024

As IT landscapes and software delivery processes evolve, the risk of inadvertently creating new vulnerabilities increases. These risks are particularly critical for financial services institutions, which are now under greater scrutiny with the Digital Operational Resilience Act ( DORA ).

Risk Management 115

Risk Management Risk Management IT 115

Analytics Vidhya

DECEMBER 4, 2022

When too much risk is restricted to very few players, it is considered as a notable failure of the risk management framework. […]. Introduction The global financial crisis of 2007 has had a long-lasting effect on the economies of many countries.

Modeling 395

Modeling Risk Management Risk Management 395

CIO Business Intelligence

MARCH 3, 2025

In this issue, we explore the risks to both IT and the business from the use of AI. The goal of your risk management efforts should be to gain the most value from AI as a result.

Risk Management 84

Risk Management Risk Management Enterprise 84

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

JULY 23, 2024

Call it survival instincts: Risks that can disrupt an organization from staying true to its mission and accomplishing its goals must constantly be surfaced, assessed, and either mitigated or managed. While security risks are daunting, therapists remind us to avoid overly stressing out in areas outside our control.

Risk 142

Risk IT Risk Management Cost-Benefit 142

CIO Business Intelligence

MAY 24, 2024

GRC certifications validate the skills, knowledge, and abilities IT professionals have to manage governance, risk, and compliance (GRC) in the enterprise. Enter the need for competent governance, risk and compliance (GRC) professionals. What are GRC certifications? Why are GRC certifications important?

Risk 119

Risk Risk Management Management Enterprise 119

Smart Data Collective

JUNE 19, 2022

AI is particularly helpful with managing risks. How AI Can Help Suppliers Manage Risks Better. All companies require complex relationships with various suppliers and service providers to develop the products and services they offer to clients and customers — but those relationships always carry some risk.

Risk 144

Risk Cost-Benefit Risk Management Manufacturing 144

CIO Business Intelligence

NOVEMBER 15, 2024

These uses do not come without risk, though: a false alert of an earthquake can create panic, and a vulnerability introduced by a new technology may risk exposing critical systems to nefarious actors.”

Risk 119

Risk Risk Management Strategy Reporting 119

Dataiku

DECEMBER 3, 2024

However, with speed and innovation naturally come risks and challenges in maintaining control while moving quickly. This rapid transformation has introduced remarkable technologies that revolutionize work processes.

Risk Management 40

Risk Management Risk Management Machine Learning 40

CIO Business Intelligence

APRIL 23, 2024

As CIO, you’re in the risk business. Or rather, every part of your responsibilities entails risk, whether you’re paying attention to it or not. There are, for example, those in leadership roles who, while promoting the value of risk-taking, also insist on “holding people accountable.” You can’t lose.

Risk 116

Risk IT Insurance Risk Management 116

CIO Business Intelligence

JANUARY 2, 2024

What CIOs need to do instead is to present IT infrastructure investment as an important corporate financial and risk management issue that the business can’t afford to ignore. From a financial and risk management standpoint, the building is a useless (and hazardous) asset that must be written off the books and remedied.

Risk 128

Risk IT Risk Management Sales 128

CIO Business Intelligence

JANUARY 6, 2025

But as with any transformative technology, AI comes with risks chief among them, the perpetuation of biases and systemic inequities. If these relationships prioritize profit over fairness or innovation over inclusion, entire communities risk being excluded from the benefits of AI. Black professionals make up just 8.6%

IT 124

IT Risk Technology Testing 124

O'Reilly on Data

JULY 15, 2019

After the 2008 financial crisis, the Federal Reserve issued a new set of guidelines governing models— SR 11-7 : Guidance on Model Risk Management. Note that the emphasis of SR 11-7 is on risk management.). Sources of model risk. Model risk management. AI projects in financial services and health care.

Machine Learning 51

Machine Learning Management Enterprise Risk Management 51

BA Learnings

FEBRUARY 4, 2025

Market Growth : As industries like chemicals, mining, and energy recover and expand, the volume of hazardous liquids requiring transportation is set to rise, increasing the urgency for effective risk management strategies. These risks underline the importance of robust storage and transportation systems designed to minimise hazards.

Risk 130

Risk Management Risk Management Strategy 130

CIO Business Intelligence

OCTOBER 30, 2024

In fact, among surveyed leaders, 74% identified security and compliance risks surrounding AI as one of the biggest barriers to adoption. As data is moved between environments, fed into ML models, or leveraged in advanced analytics, considerations around things like security and compliance are top of mind for many.

Enterprise 139

Enterprise Data Architecture Unstructured Data Insurance 139

CIO Business Intelligence

JANUARY 14, 2025

Ethical, legal, and compliance preparedness helps companies anticipate potential legal issues and ethical dilemmas, safeguarding the company against risks and reputational damage, he says. Whats our risk tolerance, and what safeguards are necessary to ensure safe, secure, ethical use of AI?

Strategy 141

Strategy ROI Experimentation Risk 141

CIO Business Intelligence

SEPTEMBER 13, 2024

For Kevin Torres, trying to modernize patient care while balancing considerable cybersecurity risks at MemorialCare, the integrated nonprofit health system based in Southern California, is a major challenge. They also had to retrofit some older solutions to ensure they didn’t expose the business to greater risks.

Risk 128

Risk IT IoT Statistics 128

Smart Data Collective

FEBRUARY 28, 2023

One of the most important changes pertains to risk parity management. We are going to provide some insights on the benefits of using machine learning for risk parity analysis. However, before we get started, we will provide an overview of the concept of risk parity. What is risk parity? What is risk parity?

Machine Learning 117

Machine Learning Risk Cost-Benefit Marketing 117

CIO Business Intelligence

OCTOBER 16, 2024

In the executive summary of the updated RSP , Anthropic stated, “in September 2023, we released our Responsible Scaling Policy (RSP), a public commitment not to train or deploy models capable of causing catastrophic harm unless we have implemented safety and security measures that will keep risks below acceptable levels.

Risk 117

Risk IT Measurement Modeling 117

CIO Business Intelligence

DECEMBER 28, 2023

The need to manage risk, adhere to regulations, and establish processes to govern those tasks has been part of running an organization as long as there have been businesses to run. Furthermore, the State of Risk & Compliance Report, from GRC software maker NAVEX, found that 20% described their programs as early stage.

Risk 115

Risk Risk Management Strategy Enterprise 115

Smart Data Collective

SEPTEMBER 13, 2021

Remote working has also created greater data security risks. Risk assessments. Enterprises must constantly review and address new risks and changes in protecting data. The program defines the categories of data priority from low-risk, to sensitive, to critical. million on damages caused by data breaches. Conclusion.

Risk 143

Risk Strategy Enterprise Finance 143

CIO Business Intelligence

JANUARY 21, 2025

CIOs feeling the pressure will likely seek more pragmatic AI applications, platform simplifications, and risk management practices that have short-term benefits while becoming force multipliers to longer-term financial returns. CIOs should consider placing these five AI bets in 2025.

Cost-Benefit 142

Cost-Benefit Data-driven Strategy Marketing 142

CIO Business Intelligence

DECEMBER 14, 2023

As CIOs seek to achieve economies of scale in the cloud, a risk inherent in many of their strategies is taking on greater importance of late: consolidating on too few if not just a single major cloud vendor. This is the kind of risk that may increasingly keep CIOs up at night in the year ahead.

Risk 131

Risk Cost-Benefit Strategy Risk Management 131

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. Risks perceived by an average schmo 1.

Risk 124

Risk Machine Learning Risk Management Measurement 124

Smart Data Collective

AUGUST 19, 2023

Risk is an ever-present companion in the world of finance. Understanding and managing risk is critical whether you are an individual investor , a financial institution, or a multinational organization. Credit risk is one of the most critical hazards that banks and financial organizations face.

Risk 98

Risk Data Analytics Analytics Finance 98

CIO Business Intelligence

JANUARY 21, 2025

Theres also the risk of over-reliance on the new systems. As AI becomes more prevalent across organizations, theres a growing need for a better understanding of data dependencies and asset management. The key with AI will be striking the right balanceleveraging its strengths while mitigating the risks and limitations.

Behavioral Analytics 122

Behavioral Analytics Data-driven Risk Insurance 122

CIO Business Intelligence

JANUARY 14, 2025

Technical foundation Conversation starter : Are we maintaining reliable roads and utilities, or are we risking gridlock? DevSecOps maturity Conversation starter : Are our daily operations stuck in manual processes that slow us down or expose us to risks? Like a citys need for reliable infrastructure and well-maintained services.

Enterprise 119

Enterprise Technology Metrics Measurement 119

CIO Business Intelligence

SEPTEMBER 10, 2024

Managing cybersecurity and other technology risks will be top of mind for CIOs in 2025 across Australia and New Zealand (ANZ), with 82% of 109 respondents saying it is a key priority for next year, according to Gartner.

Uncertainty 132

Uncertainty Risk Management Risk Management 132

O'Reilly on Data

DECEMBER 12, 2019

1] This includes C-suite executives, front-line data scientists, and risk, legal, and compliance personnel. These recommendations are based on our experience, both as a data scientist and as a lawyer, focused on managing the risks of deploying ML. 4] Fairwashing: The Risk of Rationalization , How Can We Fool LIME and SHAP?

Machine Learning 276

Machine Learning Modeling Testing Risk Management 276

CIO Business Intelligence

MARCH 19, 2025

There are risks around hallucinations and bias, says Arnab Chakraborty, chief responsible AI officer at Accenture. Mitre has also tested dozens of commercial AI models in a secure Mitre-managed cloud environment with AWS Bedrock. And EY uses AI agents in its third-party risk management service.

Software 143

Software Risk Enterprise Cost-Benefit 143

CIO Business Intelligence

AUGUST 4, 2023

In collaboration with our peers, we have a solid business sense that carefully weighs innovation and risk in order to gain valuable ROI while protecting the organization from all forms of risk associated with each project. If reversible, then there’s clearly less risk. What’s new and different today?

Risk 98

Risk Risk Management ROI Technology 98

CIO Business Intelligence

DECEMBER 20, 2024

As concerns about AI security, risk, and compliance continue to escalate, practical solutions remain elusive. as AI adoption and risk increases, its time to understand why sweating the small and not-so-small stuff matters and where we go from here. AI usage may bring the risk of sensitive data exfiltration through AI interactions.

Risk 105

Risk Measurement Interactive Modeling 105

CIO Business Intelligence

NOVEMBER 21, 2024

Importantly, where the EU AI Act identifies different risk levels, the PRC AI Law identifies eight specific scenarios and industries where a higher level of risk management is required for “critical AI.” As well, the principles address the need for accountability, authentication, and international standards.

Consulting 120

Consulting Risk Risk Management Marketing 120