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What is GRC? The rising importance of governance, risk, and compliance

CIO Business Intelligence

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.

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Automating Model Risk Compliance: Model Validation

DataRobot Blog

What are some steps that the modeler/validator must take to evaluate the model and ensure that it is a strong fit for its design objectives? Evaluating ML models for their conceptual soundness requires the validator to assess the quality of the model design and ensure it is fit for its business objective.

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How a “PRACtical” Approach to Risk Management Will Aid COVID-19 Recovery Efforts

John Wheeler

As the recovery efforts fully take hold in 2021, a deep understanding of the integrated nature of risks associated with business operations will take center stage. A “PRACtical” Approach Provides a Balanced View of Risk. That leaves board members with significant blind spots across the other three objectives.

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What is Predictive Analytics and Can it Help You Achieve Business Objectives?

Smarten

Predictive analytics employs various analytical and modeling techniques, leveraging historical data and business results to identify crucial relationships, opportunities and risks so that business managers can more accurately predict growth, and competitive and market changes and identify trends and patterns.

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IBM Cloud Pak for Data enhances DataOps services to deliver business agility with cost savings and risk reduction

IBM Big Data Hub

With business continuity top of mind, leaders are turning to DataOps programs to deliver trusted data quickly by creating trusted data pipelines between data sources and data users mapped to their critical business objectives.

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Why CIOs back API governance to avoid tech sprawl

CIO Business Intelligence

With more APIs, additional effort is required to maintain design consistency and reduce scalability and end-user experience concerns — not to mention the added security risks stemming from a widened surface area. “It Besides technical considerations, however, there are unique business implications to consider, adds Bizagi’s Vázquez. “We

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Whether your technology is new or old, lifecycle management is key

CIO Business Intelligence

Your risk of data breach increases as soon as your assets are no longer protected from cyberthreats. This creates risk for the company, shareholders, customers and their brand. Identify unapproved and blocked installations to improve compliance and mitigate risk. The same principle applies to infrastructure.