Master sophisticated prompt patterns for complex business scenarios with practical examples and real-world applications.
This guide will help you create effective prompts that get exactly what you need from AI, even for complex business tasks. We’ll cover practical patterns, real examples, and solutions to common challenges.
Before getting started with these complex techniques, make sure you’re comfortable with the RISE framework. Think of RISE as your foundation - these complex patterns build on top of it.
Think of these patterns as different “approaches” for getting specific types of results from AI. Each one works well for different kinds of tasks.When You Need Deep Analysis
This works well when you need detailed reports, thorough assessments, or careful analysis of complex information.
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**Role:** You are a [domain expert] specializing in [specific area].**Instructions:** Complete a thorough analysis of [subject] by:1. First, identifying key factors and metrics2. Then, evaluating what these mean and any trends 3. Finally, providing practical recommendations**Source:** [Specific documents/data with any limitations]**Expectations:** [How you want the analysis structured]
When You Need to Create Something
This approach works well for writing, designing, planning, and developing content.
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**Role:** You are a [creative professional] with expertise in [relevant field].**Instructions:** Create [specific deliverable] by:1. First, understanding what's needed and any constraints2. Then, developing different concepts or approaches3. Finally, refining and presenting the best solution**Source:** [Reference materials, guidelines, brand standards]**Expectations:** [Detailed format, style, and delivery requirements]
When You Need to Compare Options
Use this when you need to evaluate choices, analyze competitors, or make important decisions.
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**Role:** You are an [analytical expert] helping with decision-making.**Instructions:** Compare [items/options] systematically by:1. First, establishing what criteria matter most2. Then, assessing each option against these criteria3. Finally, recommending the best choice with clear reasoning**Source:** [Comparison materials and decision criteria]**Expectations:** [Structured comparison with clear recommendation]
Let’s look at how these patterns work in real business situations:
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**Role:** You are a contracts specialist reviewing vendor agreements for compliance and risk assessment.**Instructions:** Analyze the attached vendor contract and create a comprehensive risk assessment. Work through this systematically:1. First, identify all key terms, obligations, deadlines, and financial commitments2. Then, flag any terms that deviate from standard business practices or create unusual risk3. Finally, assess overall business and legal risks with specific recommendations**Source:** Use only the attached contract document. Note any sections that are unclear, missing, or require additional clarification.**Expectations:** - Format: Executive risk assessment memo with clear sections- Key Contract Terms (dates, amounts, obligations, termination clauses)- Risk Analysis (High/Medium/Low ratings with explanations)- Deviations from Standard Terms (specific concerns highlighted)- Recommended Actions (prioritized by risk level and urgency)- Use professional legal review tone but keep accessible to business stakeholders
Think of prompt engineering like learning to cook - it takes practice and experimentation. Here’s how to improve:
Practice regularly with real business scenarios
Learn from results and adjust your prompts accordingly
Mix and match techniques for different situations
Build expertise in your specific business areas
Share knowledge with your team
Before using any complex prompt, check that:
✅ You’ve provided all necessary context
✅ Your instructions are clear and in order
✅ The output format matches what you need
✅ The analysis depth is appropriate for your needs
Remember: The goal isn’t to make prompts more complex - it’s to make them more precise. Focus on getting exactly what you need for your business decisions.