Business Objectives Data Quality Measurement Risk 
DataRobot Blog
MAY 26, 2022
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.
CIO Business Intelligence
OCTOBER 2, 2024
An AI policy serves as a framework to ensure that AI systems align with ethical standards, legal requirements and business objectives. While this leads to efficiency, it also raises questions about transparency and data usage. This includes regular audits to guarantee data quality and security throughout the AI lifecycle.
This site is protected by reCAPTCHA and the Google Privacy Policy and Terms of Service apply.
CIO Business Intelligence
AUGUST 13, 2024
Implement robust risk assessment and mitigation strategies encompassing automation initiatives. This includes regular security audits of automated systems and ensuring compliance with data protection regulations. Prioritize data quality to ensure accurate automation outcomes.
Rocket-Powered Data Science
FEBRUARY 15, 2023
First, don’t do something just because everyone else is doing it – there needs to be a valid business reason for your organization to be doing it, at the very least because you will need to explain it objectively to your stakeholders (employees, investors, clients).
CIO Business Intelligence
NOVEMBER 13, 2023
Failure to align technology capabilities with business goals can result in a wasted investment in technology that doesn’t support business objectives. Transformational leaders must ensure their organizations have the right systems and processes in place to collect, store, and analyze data effectively.
O'Reilly on Data
JULY 28, 2020
These measures are commonly referred to as guardrail metrics , and they ensure that the product analytics aren’t giving decision-makers the wrong signal about what’s actually important to the business. When a measure becomes a target, it ceases to be a good measure ( Goodhart’s Law ). Any metric can and will be abused.
CIO Business Intelligence
OCTOBER 30, 2024
And with AI used in almost every part of the business, stakeholders have become much more tech savvy, reducing their dependency on IT departments. But as a result, anybody could then expose a lot of company data inadvertently. The CIO is really worried about cybersecurity and the risk of data exfiltration,” says Fernandes.
Expert insights. Personalized for you.
52 
Let's personalize your content