AI-Enabled Business Decision-Making
AI-Enabled Business Decision-Making Lab
This page contains ready-to-use prompts for all lab exercises. Copy the prompt and paste it into any AI tool.
LAB 1: Human vs AI Decision
Scenario: A company selling online professional courses wants to increase profit.
Act as a business consultant.A company selling online professional courses must choose one of the following strategies:
1. Reduce course price by 20%
2. Increase digital marketing spend
3. Launch a premium version of the courseAnalyze the risks and benefits of each option and recommend the best strategy.
After receiving AI output, note one point you agree with and one point you disagree with.
LAB 2: Scenario (What-If) Analysis
Choose ONE scenario:
- Demand decreases by 25%
- Cost increases by 15%
- New competitor enters the market
Based on the previously chosen business strategy,
analyze the impact if one of the following occurs:
– Demand decreases by 25%
– Cost increases by 15%
– A new competitor enters the marketProvide:
1. Best-case outcome
2. Worst-case outcome
3. Most likely outcome
Reject ONE of the AI outcomes and justify your rejection in one sentence.
LAB 3: Bias & Ethics Check
An AI system has recommended rejecting a loan application
due to low spending consistency and irregular income.Analyze this decision and answer:
1. What possible bias may exist?
2. What important data might be missing?
3. What human intervention should be required before final rejection?
Focus on fairness, accountability, and risk — not technical details.
LAB 4 (Optional): Prompt Improvement
Poor Prompt:
Suggest the best business decision.
Improved Prompt Template:
Act as a [ROLE].A company is facing the following situation:
[Brief business context]Constraints:
– Risk level:
– Budget limitations:
– Time horizon:Recommend 3 possible strategies.
For each strategy, list risks and benefits in bullet points.
Observe how prompt clarity improves AI output quality.