Remove Cost-Benefit Remove Enterprise Remove Risk Remove Risk Management
article thumbnail

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. An enterprise starts by using a framework to formalize its processes and procedures, which gets increasingly difficult as data science programs grow. What Is Model Risk? Types of Model Risk.

article thumbnail

Want to tackle technical debt? Sell it as business risk

CIO Business Intelligence

That includes maintenance and upgrades deferred in favor of other projects or priorities, which can result in high future costs when those actions can no longer by avoided, often when a solution reaches end-of-life. Here’s where CIOs can rethink their approach to the long-term benefit of their organizations.

Risk 128
Insiders

Sign Up for our Newsletter

This site is protected by reCAPTCHA and the Google Privacy Policy and Terms of Service apply.

article thumbnail

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. It’s a significant danger with significant costs. The opportunity is too big. billion in 2024 to $521.0

Risk 133
article thumbnail

What is enterprise architecture? A framework for transformation

CIO Business Intelligence

Enterprise architecture definition Enterprise architecture (EA) is the practice of analyzing, designing, planning, and implementing enterprise analysis to successfully execute on business strategies. Another main priority with EA is agility and ensuring that your EA strategy has a strong focus on agility and agile adoption.

article thumbnail

Generative AI use cases for the enterprise

IBM Big Data Hub

The best option for an enterprise organization depends on its specific needs, resources and technical capabilities. It assists in structural optimization which ensures that products are strong, durable and use minimal material, leading to considerable cost reductions.

article thumbnail

94% of enterprises are overspending in the cloud: report

CIO Business Intelligence

A vast majority of enterprises globally are overspending in the cloud, according to a new HashiCorp-Forrester report. The report showed that a majority of enterprises surveyed were already using multicloud infrastructures. Multicloud infrastructure works for most enterprises.

Reporting 124
article thumbnail

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 78