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

JANUARY 24, 2024

Rather than divide IT, digital, and data into different functional leadership roles, Gilbane’s executive management decided, for the first time, to put all of these transformational teams under one leader. “My In construction, our teams are managing the construction of hundreds of projects happening at any one time,” she says.

Risk Management 118

Risk Management Risk Management Digital Transformation 118

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 48

Machine Learning Management Enterprise Risk Management 48

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

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

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

CIO Business Intelligence

OCTOBER 30, 2024

This requires greater flexibility in systems to better manage data storage and ensure quality is maintained as data is fed into new AI models. In fact, among surveyed leaders, 74% identified security and compliance risks surrounding AI as one of the biggest barriers to adoption.

Enterprise 139

Enterprise Data Architecture Unstructured Data Insurance 139

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

Smart Data Collective

JUNE 19, 2022

Companies are using AI to better understand their customers, recognize ways to manage finances more efficiently and tackle other issues. AI is particularly helpful with managing risks. How AI Can Help Suppliers Manage Risks Better. Failure or Delay Risk. Brand Reputation Risk.

Risk 144

Risk Cost-Benefit Risk Management Manufacturing 144

CIO Business Intelligence

JULY 25, 2024

It also highlights the downsides of concentration risk. What is concentration risk? Looking to the future, IT leaders must bring stronger focus on “concentration risk”and how these supply chain risks can be better managed. Unfortunately, the complexity of multiple vendors can lead to incidents and new risks.

Risk 144

Risk Cost-Benefit Strategy Enterprise 144

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

MARCH 19, 2025

Then in November, the company revealed its Azure AI Agent Service, a fully-managed service that lets enterprises build, deploy and scale agents quickly. Before that, though, ServiceNow announced its AI Agents offering in September, with the first use cases for customer service management and IT service management, available in November.

Software 143

Software Risk Enterprise Cost-Benefit 143

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

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

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

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

AUGUST 7, 2023

Organizations big and small, across every industry, need to manage IT risk. based IT directors and vice presidents in companies with more than 1,000 employees to determine what keeps them up at night—and it comes as no surprise that one of their biggest nightmares is managing IT risk. trillion annually by 2025.

Risk 98

Risk IT Management Risk Management 98

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

SEPTEMBER 13, 2021

Remote working has also created greater data security risks. In addition, they can use several strategies to manage data breaches. Risk assessments. Enterprises must constantly review and address new risks and changes in protecting data. Organizations with remote working arrangements spent an average of $1.07 Conclusion.

Risk 143

Risk Strategy Enterprise Finance 143

CIO Business Intelligence

JULY 25, 2024

IT managers are often responsible for not just overseeing an organization’s IT infrastructure but its IT teams as well. To succeed, you need to understand the fundamentals of security, data storage, hardware, software, networking, and IT management frameworks — and how they all work together to deliver business value.

IT 131

IT Management Risk Risk Management 131

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

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 275

Machine Learning Modeling Testing Risk Management 275

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

CIO Business Intelligence

NOVEMBER 19, 2024

Controlling public cloud costs can also be problematic due to lack of visibility into cloud usage patterns, inadequate governance and cost management policies, the complexity of cloud pricing models, and insufficient monitoring of resource use.

Analytics 97

Analytics Cost-Benefit Finance Data-driven 97

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

FEBRUARY 21, 2025

In a damning audit report , Grant Thornton has exposed how the project implementation turned into a cautionary tale of project mismanagement, highlighting critical failures in governance, technical oversight, and vendor management that continue to impact the councils core operations. Staff concerns were systematically downplayed or ignored.

Reporting 90

Reporting Risk Testing Risk Management 90

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 Modeling Interactive 105

Smart Data Collective

JULY 4, 2021

Wealth and asset management has come a long way, evolving through the use of artificial intelligence, or AI solutions. But is AI becoming the end-all and be-all of asset management ? What Machine Learning Means to Asset Managers. Risk Management. How much potential does it really have? Why Machine Learning?

Machine Learning 143

Machine Learning Management B2B Unstructured Data 143

David Menninger's Analyst Perspectives

OCTOBER 15, 2024

Waiting too long to start means risking having to play catch-up. AI-enabling on-premises software is preferable where there is some combination of incurring less disruption to operations, faster time to value, lower risk of failure and lower total cost of ownership relative to migrating to the cloud.

Cost-Benefit 204

Cost-Benefit Risk Forecasting Software 204

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

CIO Business Intelligence

DECEMBER 5, 2022

What is project management? Project management is a business discipline that involves applying specific processes, knowledge, skills, techniques, and tools to successfully deliver outcomes that meet project goals. Project management steps Project management is broken down into five phases or life cycle.

Management 134

Management Cost-Benefit Key Performance Indicator Software 134

CIO Business Intelligence

JULY 15, 2022

What is vendor management? Vendor management helps organizations take third-party vendor relationships from a passive business transaction to a proactive collaborative partnership. While working with IT vendors can help ease the burden on IT, it also raises concerns, especially around data, risk, and security.

Management 122

Management Cost-Benefit Risk Software 122

CIO Business Intelligence

MAY 21, 2024

IBM has showcased its new generative AI -driven Concert offering that is designed to help enterprises monitor and manage their applications. Amalgam Insight’s chief analyst Hyoun Park, on the other hand, thinks that IBM Concert superficially has traits that are common with IT asset management offerings.

Enterprise 110

Enterprise Management Data Lake Risk 110