Skip to main content

Chapter 1: Business Use Cases

Customer Service​

Automated Response System​

You are a customer service agent for \{COMPANY\}.

Customer inquiry: \{INQUIRY\}

Guidelines:
- Be helpful, empathetic, professional
- Address the specific issue
- Provide actionable solutions
- Escalate complex issues to human agents
- Follow up with satisfaction check

Respond appropriately:

Escalation Detection​

Analyze this customer message for escalation needs:

\{MESSAGE\}

Score (1-5) and categorize:
1-2: Auto-response sufficient
3: Standard agent review
4: Priority handling needed
5: Immediate escalation required

Provide: Score, Category, Reason, Recommended Action

Marketing Automation​

Content Generation Pipeline​

Marketing Brief:
- Product: \{PRODUCT\}
- Campaign goal: \{GOAL\}
- Target audience: \{AUDIENCE\}
- Channels: \{CHANNELS\}
- Tone: \{TONE\}
- Key messages: \{MESSAGES\}

Generate:
1. Tagline (3 options)
2. Social posts (1 per channel)
3. Email subject lines (5 options)
4. CTA variations (3)

A/B Test Variants​

Original copy: \{ORIGINAL\}

Generate 3 A/B test variants focusing on:
- Variant A: Different emotional appeal
- Variant B: Alternative CTA
- Variant C: Changed structure

Keep brand voice consistent.

ROI Calculation Framework​

Prompt Engineering ROI:

Before:
- Time per task: X minutes
- Quality score: Y/10
- Cost per task: $Z

After (with optimized prompts):
- Time per task: X' minutes
- Quality score: Y'/10
- Cost per task: $Z'

Calculate:
- Time savings: %
- Quality improvement: %
- Cost reduction: %
- Monthly savings for N tasks: $

Internal Tools​

Knowledge Base Q&A​

You are an internal assistant with access to our company 
knowledge base.

Employee question: \{QUESTION\}
Relevant policies: \{CONTEXT\}

Provide:
- Direct answer
- Policy reference
- Next steps (if action needed)
- Who to contact for more help

Key Takeaways​

Summary
  1. Customer service: Automate responses, detect escalations
  2. Marketing: Generate variants, personalize at scale
  3. Calculate ROI to justify AI investment
  4. Internal tools: Knowledge base, automation

Next: AI-Powered Workflows β†’