CAIC AI Business Value & ROI 2

Question 1

What is the standard formula for calculating AI Return on Investment (ROI)?

Accepted Answer

(AI Benefits - AI Costs) / AI Costs × 100

Answer

The standard ROI formula expresses net benefit as a percentage of total cost, allowing direct comparison across different AI investment options.

Question 2

When calculating the Total Cost of Ownership (TCO) for an AI solution, which cost category is most commonly underestimated or overlooked during initial planning?

Accepted Answer

Ongoing model maintenance, monitoring, and periodic retraining costs

Answer

AI models degrade over time due to data drift, and the cost of ongoing monitoring, retraining, and maintenance is frequently omitted from initial business cases, leading to ROI overestimation.

Question 3

A company deploys AI to automate a process, eliminating 500 hours of manual work per month at an average cost of $50 per hour. What is the estimated annual labor savings?

Accepted Answer

$300,000

Answer

500 hours/month × $50/hour × 12 months = $300,000 annual savings in direct labor costs.

Question 4

Which KPI is MOST appropriate for measuring the business success of an AI-powered customer churn prediction system?

Accepted Answer

Customer retention rate improvement compared to pre-AI baseline

Answer

Business value is measured by outcomes, not model performance metrics — customer retention rate improvement directly reflects the business impact of the churn prediction system.

Question 5

What is the 'payback period' in AI investment analysis?

Accepted Answer

The duration until cumulative AI benefits equal the total initial AI investment

Answer

The payback period tells stakeholders how long they must wait before the AI investment breaks even, which is a key risk indicator in capital budgeting decisions.

(CAIC) Certified AI Consultant Practice Test

(CAIC) Certified AI Consultant Practice Test

CAIC AI Business Value & ROI 2