CAIC Technology Project Management 3

Question 1

Which technique helps AI project teams estimate story points for data-dependent tasks with high uncertainty?

Accepted Answer

Planning poker with explicit uncertainty ranges

Answer

Planning poker surfaces team disagreements and allows uncertainty ranges to be encoded in estimates for AI's inherent unknowns.

Question 2

A company is deploying an AI model that will affect hiring decisions. The project manager must ensure the team conducts:

Accepted Answer

A bias and fairness audit across protected demographic groups

Answer

Hiring AI is subject to employment law and ethical standards requiring bias audits across protected groups before deployment.

Question 3

In MLOps, a CI/CD pipeline for machine learning differs from traditional software CI/CD primarily because it must also:

Accepted Answer

Retrain, evaluate, and validate models as part of the pipeline

Answer

ML CI/CD must include automated model retraining and evaluation gates, not just code testing and deployment.

Question 4

Which stakeholder role is MOST critical to define clearly at the start of an AI consulting engagement to prevent scope creep?

Accepted Answer

The product owner who controls the backlog and success criteria

Answer

A clear product owner with authority over scope and success criteria prevents stakeholders from continuously expanding requirements.

Question 5

A project team is selecting between building a custom AI model versus using a pre-trained foundation model API. The PRIMARY project management factor favoring the API approach is:

Accepted Answer

Faster time-to-value and lower initial development cost

Answer

Foundation model APIs reduce development cycles and upfront cost, accelerating delivery even though they introduce vendor dependency.

(CAIC) Certified AI Consultant Practice Test

(CAIC) Certified AI Consultant Practice Test

CAIC Technology Project Management 3