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CIOs weigh where to place AI bets — and how to de-risk them

CIO Business Intelligence

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 CIO has strategies in place to address all three. The opportunity is too big. billion in 2024 to $521.0

Risk 133
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How to Gain Greater Confidence in your Climate Risk Models

Cloudera

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
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7 steps for turning shadow IT into a competitive edge

CIO Business Intelligence

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
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Automating Model Risk Compliance: Model Monitoring

DataRobot Blog

If the assumptions are being breached due to fundamental changes in the process being modeled, the deployed system is not likely to serve its intended purpose, thereby creating further model risk that the institution must manage. The accuracy of a model is another essential metric that informs us about its health in a deployed setting.

Risk 59
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CIO insights: What’s next for AI in the enterprise?

CIO Business Intelligence

IT leaders expect AI and ML to drive a host of benefits, led by increased productivity, improved collaboration, increased revenue and profits, and talent development and upskilling. Ensuring data integrity is part of a broader governance approach organizations will require to deploy and manage AI responsibly. Artificial Intelligence

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Automating Model Risk Compliance: Model Validation

DataRobot Blog

In this post, we will dive deeper into how members from both the first and second line of defense within a financial institution can adapt their model validation strategies in the context of modern ML methods. The decreasing default risk with increasing salary suggests that higher income applicants pose less credit risk to the bank.

Risk 52
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COVID-19 Effects on Financial Services & Managing Risk

bridgei2i

How much will the bank’s bottom line be impacted depends on a host of unknowns. The banking sector globally is definitely going to see impact, some more grave than the others and most of them are announcing short to mid term measure both from a customer and business risk mitigation standpoint. Understanding & Managing Risks.

Risk 52