Update app.py

app.py

@@ -481,6 +481,148 @@ User Role: Customer Service Representative
 *Source: Professional Knowledge Base*
 """
 
+    # Gap Analysis
+    elif any(term in question_lower for term in ["gap analysis", "gap assessment", "current state vs future state", "as-is to-be", "as is to be"]):
+        return """
+## 🔄 Gap Analysis
+
+### What is Gap Analysis?
+**Gap Analysis** is a strategic planning technique that compares an organization's current state (AS-IS) with its desired future state (TO-BE) to identify what's missing (the "gaps") and determine what's needed to bridge those gaps.
+
+---
+
+### Types of Gap Analysis
+
+#### Performance Gap
+**Description:** Difference between actual and desired performance metrics
+**Example:** Current sales $1M vs Target $1.5M (50% gap)
+
+#### Capability Gap
+**Description:** Missing skills, competencies, or tools needed to achieve goals
+**Example:** No data analytics team vs Need advanced analytics capabilities
+
+#### Process Gap
+**Description:** Inefficiencies or missing steps in current workflows
+**Example:** Manual data entry takes 3 hours vs Automated system would take 10 minutes
+
+#### Technology Gap
+**Description:** Outdated systems vs Modern solutions required
+**Example:** Legacy CRM system from 2010 vs Need cloud-based CRM with AI features
+
+#### Resource Gap
+**Description:** Insufficient resources (people, budget, time) vs Required resources
+**Example:** 5 developers available vs Need 10 developers for project completion
+
+#### Market Gap
+**Description:** Unmet customer needs or missed opportunities in the market
+**Example:** 40% of customers requesting mobile app vs No mobile app available
+
+---
+
+### Gap Analysis Process
+
+**Step 1: Define Current State (AS-IS)**
+Document where you are today - processes, people, technology, performance metrics
+
+**Step 2: Define Future State (TO-BE)**
+Describe where you want to be - goals, targets, desired capabilities
+
+**Step 3: Identify the Gaps**
+Compare AS-IS vs TO-BE to find what's missing
+
+**Step 4: Develop Action Plan**
+Create solutions to bridge each identified gap
+---
+
+### Gap Analysis Example: E-commerce Website
+
+| **Gap Type** | **Current State (AS-IS)** | **Future State (TO-BE)** | **Action Plan** |
+|--------------|---------------------------|--------------------------|-----------------|
+| Performance Gap | 2% conversion rate | 4% conversion rate | A/B testing, UX improvements |
+| Technology Gap | No mobile app | Mobile app available | Develop iOS/Android apps |
+| Process Gap | 5-step checkout | 2-step checkout | Stream checkout flow |
+| Capability Gap | No SEO expertise | In-house SEO team | Hire SEO specialist |
+
+---
+
+### Gap Analysis Template
+
+**Project/Area:** _________________________
+
+**Current State (AS-IS):**
+_________________________________________________
+
+**Future State (TO-BE):**
+_________________________________________________
+
+**Identified Gaps:**
+1. _______________________________________________
+2. _______________________________________________
+3. _______________________________________________
+
+**Action Plan:**
+- Gap 1 Solution: ________________________________
+- Gap 2 Solution: ________________________________
+- Gap 3 Solution: ________________________________
+
+---
+
+### BA Role in Gap Analysis
+- Facilitate gap analysis workshops with stakeholders
+- Gather data on current state processes and metrics
+- Document findings in gap analysis reports
+- Develop actionable recommendations
+- Track progress in closing identified gaps
+
+---
+
+*Source: Professional Knowledge Base*
+"""
+
+
+    
+    # Requirements Gathering
+    elif any(term in question_lower for term in ["requirement gathering", "requirements gathering", "gather requirements"]):
+        return """
+## 📝 Requirements Gathering
+
+### What is Requirements Gathering?
+
+**Requirements Gathering** (also called Requirements Elicitation) is the process of identifying, collecting, and documenting the needs and constraints of stakeholders for a proposed system or project.
+
+### Requirements Gathering Techniques
+| **Technique** | **Description** | **Best For** | **Time Required** |
+|--------------|-----------------|--------------|-------------------|
+| **Interviews** | One-on-one discussions with stakeholders | In-depth understanding, sensitive topics | Medium-High |
+| **Workshops** | Collaborative sessions with multiple stakeholders | Consensus building, conflicting needs | Medium |
+| **Surveys/Questionnaires** | Distributed forms to large groups | Large audiences, quantitative data | Low |
+| **Observation** | Watching users perform their work | Understanding actual vs. described processes | High |
+| **Document Analysis** | Reviewing existing documentation | Understanding current state, regulations | Low-Medium |
+| **Prototyping** | Creating mockups for feedback | Validating UI/UX requirements | Medium |
+| **Brainstorming** | Creative idea generation sessions | Innovation, new features | Low |
+| **Focus Groups** | Facilitated discussions with user groups | Market research, feedback on concepts | Medium |
+| **Interface Analysis** | Studying existing systems and integrations | Integration requirements, data flows | Medium |
+| **Reverse Engineering** | Analyzing existing systems | Legacy system modernization | High |
+
+### Requirements Gathering Process
+1. **Plan**: Define scope, identify stakeholders, prepare questions
+2. **Elicit**: Conduct interviews, workshops, surveys
+3. **Analyze**: Review, categorize, identify gaps
+4. **Document**: Write clear requirements with IDs
+5. **Validate**: Confirm with stakeholders
+6. **Prioritize**: Use MoSCoW or other methods
+7. **Get Sign-off**: Formal approval to proceed
+
+### Best Practices
+- ✅ Prepare open-ended questions in advance
+- ✅ Listen more than you talk (80/20 rule)
+- ✅ Use visual aids (diagrams, prototypes)
+- ✅ Document immediately after sessions
+- ✅ Validate understanding with stakeholders
+- ✅ Watch for non-verbal cues
+- ✅ Ask "Why?" multiple times to understand root needs
+
+   
     elif any(term in question_lower for term in ["change request"]):
         return """
 ## 📝 Change Request
@@ -734,9 +876,8 @@ A **Business Requirements Specification (BRS)** is a formal document that descri
 """
     
     elif any(term in question_lower for term in ["frd", "frs", "functional requirement document", "functional requirements document", "functional requirement specification", "functional requirements specification"]):
-
-
         return """
+                                                                                                                                                                
 ## 📄 Functional Requirements Document (FRD)
 
 ### What is FRD/FRS?
@@ -2013,7 +2154,7 @@ if __name__ == "__main__":
     print(f"Categories: {len(BA_KEYWORDS)}")
     print("=" * 50)
     print("\n🚀 Starting application...")
-     
+    
     demo = build_app()
     
     # Launch with local settings