Smart Data Collective

AUGUST 27, 2020

It’s important to know how to protect your own firm from spend risk, supply chain disruption while enhancing the company’s ability to thrive. It’s difficult to mitigate supply chain risk in the best of times. Here’s what you need to know about the uses and benefits of supply chain risk management.

Risk Management 107

Risk Management Risk Management Software 107

Jet Global

MARCH 30, 2021

A study published in the Journal of Management Accounting Research found a clear link between board risk oversight and more effective tax-planning practices. Take Responsibility for Risk Oversight. Take Responsibility for Risk Oversight. Engage in Risk-Monitoring Activities on a Regular and Systematic Basis.

Risk Management 98

Risk Management Risk Strategy Enterprise 98

Domino Data Lab

AUGUST 6, 2021

Model Risk Management is about reducing bad consequences of decisions caused by trusting incorrect or misused model outputs. Systematically enabling model development and production deployment at scale entails use of an Enterprise MLOps platform, which addresses the full lifecycle including Model Risk Management.

Risk Management 64

Risk Management Risk Modeling Enterprise 64

John Wheeler

AUGUST 19, 2019

Gartner’s “Hype Cycle for Risk Management, 2019” report was published almost a month ago and reader response has been overwhelmingly positive. In this year’s report, we highlight the need for a “PRACtical” view of risk management technologies to fuel digital business growth.

Risk Management 73

Risk Management Risk Technology Management 73

Smart Data Collective

JUNE 19, 2019

The Relationship between Big Data and Risk Management. While the sophisticated Internet of Things can positively impact your business, it also carries a significant risk of data misuse. Tips for Improving Risk Management When Handling Big Data. Risk management is a crucial element of any successful organization.

Risk Management 71

Risk Management Risk Management Big Data 71

DataRobot Blog

APRIL 29, 2022

This provides a great amount of benefit, but it also exposes institutions to greater risk and consequent exposure to operational losses. The stakes in managing model risk are at an all-time high, but luckily automated machine learning provides an effective way to reduce these risks.

Risk 111

Risk Modeling IT Risk Management 111

Sisense

JANUARY 7, 2022

As businesses adapt to the pandemic and shift to new norms, risk mitigation strategies have become as normal and ubiquitous as having a fire escape in the office. Smarter, AI-driven learning and development initiatives will help mitigate risk in our rapidly evolving world. Minimising risk by ‘infusing’ AI. ” Anna adds.

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Risk Management Risk Management Dashboards 52

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 103

Risk Risk Management Strategy Enterprise 103

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 116

Risk Machine Learning Risk Management Measurement 116

bridgei2i

SEPTEMBER 24, 2020

However, risk management is no way lagging. ERM or Enterprise Risk Management is being used to identify crises long before it blows up into a huge problem. AI is being used to assess, prioritize, and mitigate risks in the enterprise so that the business operations do not take a hit. Risk Management Model.

Risk Management 52

Risk Management Risk Enterprise Management 52

bridgei2i

JUNE 2, 2020

Episode 7: The Impact of COVID-19 on Financial Services & Risk. Management. The Impact of COVID-19 on Financial Services & Risk Management. PODCAST: COVID 19 | Redefining Digital Enterprises. Listening time: 12 minutes. Despite these pressing concerns, COVID-19 has accelerated digital transformation.

Risk Management 128

Risk Management Risk Enterprise Management 128

IBM Big Data Hub

DECEMBER 8, 2023

.” This same sentiment can be true when it comes to a successful risk mitigation plan. The only way for effective risk reduction is for an organization to use a step-by-step risk mitigation strategy to sort and manage risk, ensuring the organization has a business continuity plan in place for unexpected events.

Risk 72

Risk Strategy Risk Management Insurance 72

CIO Business Intelligence

MARCH 18, 2024

There are a lot of risks and a lot of land mines to navigate,” says the analyst. Coming to grips with risk The first step in making any bet — or investment — is to understand your ability to withstand risk. The opportunity is too big. According to IDC , core IT spending for AI will grow from $235.6 billion in 2024 to $521.0

Risk 130

Risk Cost-Benefit Data Processing Testing 130

bridgei2i

NOVEMBER 20, 2020

Episode 2: AI enabled Risk Management for FS powered by BRIDGEi2i Watchtower. AI enabled Risk Management for FS powered by BRIDGEi2i Watchtower. Today the Chief Risk Officers(CROs) struggle with the critical task of monitoring and assessing key risks in real time and firefight to mitigate any critical issues that arise.

Risk Management 92

Risk Management Risk Management Metrics 92

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 392

Modeling Risk Management Risk Management 392

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 96

Risk Risk Management ROI Technology 96

Smart Data Collective

JUNE 19, 2022

AI is particularly helpful with managing risks. How AI Can Help Suppliers Manage Risks Better. The benefits of AI stem from the need to manage close relationships with business stakeholders, which is a difficult task. Failure or Delay Risk. Brand Reputation Risk. Businesses do not exist on islands.

Risk 133

Risk Cost-Benefit Risk Management Manufacturing 133

CIO Business Intelligence

JUNE 23, 2023

It helps reduce risk, increase efficiency, optimize resources, and improve both the customer and employee experience. When asked what keeps them up at night, IT leaders noted the need to improve overall IT performance (60%), followed by data security (50%), process risk and compliance (46%), and the need to improve agility (41%).

IT 97

IT Risk Management Risk Optimization 97

CIO Business Intelligence

MARCH 21, 2024

In 2018, the day after his employer publicly announced it was being acquired, Lynn Lovelady, then VP of IT at Energen, received a pivotal phone call that would reshape his career. The Birmingham, Ala.-based To address the growing pains, Lovelady reinforced the importance of strategic planning for IT.

IT 111

IT Manufacturing Risk Management Risk 111

CIO Business Intelligence

MARCH 12, 2024

When this happens, corporate risk is heightened as preemptive projects get delayed — sometimes for indefinite periods of time. CIOs can change this thinking by incorporating preemptive projects like disaster recovery into their corporate risk management strategies. Here are three strategies for getting it done.

ROI 122

ROI IT Manufacturing Metrics 122

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. Following are seven steps to guide this transformation for competitive advantage.

IT 134

IT Risk Cost-Benefit Risk Management 134

IBM Big Data Hub

OCTOBER 16, 2023

As more businesses use AI systems and the technology continues to mature and change, improper use could expose a company to significant financial, operational, regulatory and reputational risks. AI governance refers to the practice of directing, managing and monitoring an organization’s AI activities.

Risk 75

Risk Modeling Management Metadata 75

CIO Business Intelligence

MARCH 14, 2024

While not every IT leader is likely to match King’s rapid success, there’s little doubt that earning an MBA can help many CIOs, CTOs, CDOs, and other IT executives and high-level managers successfully straddle the technology and business worlds. Does it make sense for an IT leader to seek an MBA? Are you ready to move your career up a notch?

IT 123

IT Strategy Digital Transformation Risk Management 123

Cloudera

JULY 15, 2021

We recently hosted a roundtable focused on o ptimizing risk and exposure management with data insights. For financial institutions and insurers, risk and exposure management has always been a fundamental tenet of the business. Now, risk management has become exponentially complicated in multiple dimensions. .

Risk 96

Risk Optimization Management Insurance 96

CIO Business Intelligence

MARCH 18, 2024

But while there’s plenty of excitement and change underway, security risks and vulnerabilities have continued to follow right alongside that innovation. Management of ICT third-party risk : Tasks firms with ensuring any third-party vendor is aligned with its security and digital resilience capabilities.

Risk Management 105

Risk Management Insurance Risk Testing 105

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.

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Machine Learning Risk Management Statistics 220

DataRobot

OCTOBER 22, 2021

Their increased usage has also led to new challenges related to compliance, misuse, and fraud risk. This can be accomplished by providing stronger accountability, increased productivity, and transparency into spending and risk management. Additionally, more than 1000 hours can be saved on risk transaction reviews each year.

Risk 98

Risk Risk Management Data-driven Management 98

Cloudera

OCTOBER 20, 2021

As part of these efforts, disclosure requirements will mandate that firms provide “the impact of a company’s activities on the environment and society, as well as the business and financial risks faced by a company due to its sustainability exposures.” What are the key climate risk measurements and impacts? They need to understand;

Risk 78

Risk Modeling Risk Management Measurement 78

CIO Business Intelligence

OCTOBER 4, 2023

Some certifications in project management , governance, and architecture also attract big bonuses, with CGEIT (Certified in the Governance of Enterprise IT) pulling in a 14% pay premium, up 27% over the last six months, and TOGAF 9 Certified (The Open Group’s Enterprise Architecture Framework certification) attracting a 12%premium, up 9%.

Prescriptive Analytics 130

Prescriptive Analytics IT Machine Learning Risk 130

Smart Data Collective

SEPTEMBER 13, 2021

Remote working has also created greater data security risks. Many organizations and enterprises are constantly under threat of a cyber attack. Although data may be lost in a hacking incident, it can also be due to other intentional or accidental reasons. Cost of data loss and the factors that drive its cost. The maximum threshold is 200 days.

Risk 125

Risk Strategy Enterprise Finance 125

DataRobot Blog

MAY 10, 2022

Addressing the Key Mandates of a Modern Model Risk Management Framework (MRM) When Leveraging Machine Learning . The regulatory guidance presented in these documents laid the foundation for evaluating and managing model risk for financial institutions across the United States. To reference SR 11-7: .

Risk 64

Risk Modeling Machine Learning Data Quality 64

Smart Data Collective

APRIL 19, 2021

But in most instances, the real risk comes from within. From conversing on personal devices (BYODs) to sending documents to the wrong recipient, or using unsecured applications for transfers, the risk for potential leaks is high. Around 66% of all data leaks are caused by employees making mistakes with digital records.

Risk 122

Risk Management Measurement Optimization 122

Cloudera

FEBRUARY 4, 2021

Financial services institutions need the ability to analyze and act on massive volumes of data from diverse sources in order to monitor, model, and manage risk across the enterprise. They need a comprehensive data and analytics platform to model risk exposures on-demand. Cloudera is that platform. End-to-end Data Lifecycle.

Risk 86

Risk Marketing Technology Management 86

erwin

MARCH 25, 2021

He says, “the basic assumption is if an organization equips their managers with the appropriate capabilities and instruments, then it’s management’s obligation to realize productivity potential over time.”. Risk Management and Regulatory Compliance. According to Pörschmann, risk management asks two main questions.

Data Governance 109

Data Governance IT Cost-Benefit Risk 109

CIO Business Intelligence

JUNE 21, 2022

Governance should be designed with adaptability in mind to ensure IT remains in alignment with business objectives, continually providing value while effectively safeguarding the organization against potential risks, Bales says. Poor risk planning. Not keeping pace with evolving business priorities.

IT 114

IT Risk Measurement Risk Management 114

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. Project manager The role of project manager is important for planning, executing, and completing IT projects on time and on budget.

IT 139

IT Digital Transformation Software Risk 139