> ## Documentation Index
> Fetch the complete documentation index at: https://docs.gc.ai/llms.txt
> Use this file to discover all available pages before exploring further.

# Advanced Prompting Techniques

> Master complex legal AI interactions with advanced strategies and best practices

## Leveraging GC AI's Capabilities

### Use Your Files

Upload and organize your documents in [files](/docs/files/introduction) to create permanent collections accessible across all chats. GC AI uses smart, on-demand document access — reading, searching, and querying your documents as needed rather than loading everything at once.

### Use the Research Agent

When you need current information beyond your documents, the [Research Agent](/docs/chat/research) launches parallel subagents to search and analyze multiple web sources simultaneously. You'll see visual progress cards showing each active research thread.

## Visual Organization

### Using Emojis for Clarity

* Add glanceability to responses with consistent visual patterns
* Use traffic lights (🔴, 🟡, 🟢) for risk levels
* Create standardized visual cues for different types of information

### Table Formatting

```markdown theme={null}
| Clause | Risk Level | Comments |
|--------|------------|----------|
| IP Rights | 🔴 High | Needs revision |
| Payment | 🟡 Medium | Review terms |
| Notice | 🟢 Low | Standard |
```

## Advanced Reasoning

GC AI automatically applies a structured 5-step reasoning process for complex tasks — you don't need to ask it to "think step by step." For complex legal analysis, the AI will:

1. Scope the question and identify relevant areas
2. Conduct a systematic sweep of relevant information
3. Trace patterns and connections across sources
4. Account for completeness and edge cases
5. Reconcile findings into a coherent response

For questions that need current information, multiple web sources, or verification against statutes and regulations, GC AI can combine this reasoning with [web search and the Research Agent](/docs/chat/research), which runs parallel subagents to search and synthesize authoritative sources.

<Note>
  The built-in reasoning process activates automatically for complex tasks. You can focus on asking clear questions rather than engineering step-by-step instructions.
</Note>

## Choosing the Right GC AI Interface

### When to Use the Web App

Use the web application when you need to:

* Analyze multiple documents simultaneously
* Access your [files](/docs/files/introduction) for company-specific context
* Use the [research feature](/docs/chat/research) to gather current information from the web
* Compare documents side-by-side
* Export results to other formats

### When to Use GC AI for Word

Use [GC AI for Word](/guides/gcai-for-word/getting-started-with-gc-ai-for-word) when you need to:

* Make surgical, precise edits to documents
* See red-line changes directly in your document
* Edit documents in real-time with AI assistance
* Work within your existing Word workflow
* Make formatting and structural changes
* Collaborate on document drafts

## Context Management Strategies

### Fresh Start Strategy

* Start new chats for fresh perspective when topics change and to minimize the [context window](/docs/chat/context-window)
* Avoid carrying over poor context that could confuse responses
* Rephrase questions in new ways to get different angles
* Build on successful approaches from previous conversations

### Managing Complex Questions

When dealing with multifaceted legal issues:

1. Break down complex issues into manageable components
2. Address each component systematically
3. Synthesize findings into coherent conclusions
4. Verify conclusions against your legal knowledge

## Document Comparison Techniques

### Multi-Document Analysis

GC AI uses on-demand document access — the AI reads, searches, and queries your documents as needed. This lets you work with larger document sets than traditional approaches.

* See [file types](/docs/files/file-types) for supported formats
* Focus on concepts rather than exact language matches
* Create checklists first, then compare third-party documents against them
* Use tables to organize differences clearly

### Version Control Analysis

* Compare document versions systematically
* Request tables showing original vs. new language
* Ask for explanations of changes and their significance
* Use emojis to indicate the magnitude of changes

## Extraction and Organization

### Structured Information Extraction

* Specify exact columns you want in tables
* Choose between summaries and exact language based on your needs
* Export tables to Excel/CSV for further analysis
* Use tactical formatting (like ALL CAPS) when AI isn't following instructions

### Working with Large Documents

* Balance detail level with processing capacity
* For complex analysis: focus on fewer documents with more detail
* For simple extraction: handle more documents with basic yes/no answers
* Start with broad requests, then refine iteratively

## Best Practices for Complex Tasks

### Iterative Refinement

* Start with broad requests and gradually narrow focus
* Build on previous outputs rather than starting over
* Use "make it more specific" or "go deeper on X" for gradual improvements
* Don't expect perfect results on the first attempt

### Providing Clear Context

* Put important information at the beginning of your prompt
* Avoid irrelevant details that can distract the AI
* Be specific about what you're asking for
* Give AI a persona or role when helpful (e.g., "pretend you're a risk-averse general counsel")

### Managing AI Limitations

* Remember that AI struggles with complex math
* Be aware of recency bias in responses
* Watch the context usage indicator to monitor how much context is being used
* Use conversation branching to explore different approaches without losing your original thread
* Use the message queue to send follow-up questions while the AI is still responding
* Redirect AI if it's going down the wrong path