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Gartner Explores Tech Innovations in Integrated Risk Management

John Wheeler

This week, we kicked-off a major research effort to explore current innovations in the rapidly expanding integrated risk management (IRM) market. This represents a great opportunity for organizations to utilize risk management technology (RiskTech) to bridge the gap between these seemingly disconnected transformation efforts.

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What Is Model Risk Management and How is it Supported by Enterprise MLOps?

Domino Data Lab

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.

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How to use foundation models and trusted governance to manage AI workflow risk

IBM Big Data Hub

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. It encompasses risk management and regulatory compliance and guides how AI is managed within an organization.

Risk 77
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Automating Model Risk Compliance: Model Development

DataRobot Blog

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.

Risk 64
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How financial institutions can deliver value from investment in digital operational resilience

IBM Big Data Hub

DORA has several objectives, including to comprehensively address information and communications technology (ICT) risk management in the financial services sector and harmonize the ICT risk management regulations that already exist in individual EU member states. On the surface, this might seem to complicate matters.

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Simplifying IAM through orchestration

IBM Big Data Hub

The risk of valid identities being used as the entry point by bad actors is expected to continue with the ever-increasing applications and systems being added in today’s hybrid environments. As a result, the interpretation of the varied risk signals is siloed across different events along the digital user journey.

Risk 89
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4 smart technologies modernizing sourcing strategy

IBM Big Data Hub

Because organizations with strategic sourcing mindsets look beyond price and cost savings-centered supplier selection initiatives. Successful strategic sourcing often results in process optimization, cost management, customer satisfaction, risk management , increased sustainability and other benefits.

Strategy 105