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

# PART I: FOUNDATION

> LogicLegal by Oxford Pierpont Product Requirements Document — Versions 1 & 2 Comprehensive Outline (Final) 1. Executive Summary 1.1 Product Overview 1.1.1 Wh...

<Info>
  Normalized for Mintlify from `knowledge-base/aiconnected-apps-and-modules/modules/incomplete-logicLegal-oxpi-aiConnected-prd-outline.mdx`.
</Info>

## LogicLegal by Oxford Pierpont

### Product Requirements Document — Versions 1 & 2

### Comprehensive Outline (Final)

***

# PART I: FOUNDATION

***

**1. Executive Summary**

* 1.1 Product Overview
  * 1.1.1 What LogicLegal Is
  * 1.1.2 What Problem It Solves
  * 1.1.3 Who It's For
* 1.2 Target Market
  * 1.2.1 Primary Market: Solo Attorneys
  * 1.2.2 Secondary Market: Small Firms (2-5 Attorneys)
  * 1.2.3 Geographic Scope (United States)
  * 1.2.4 Practice Areas Supported (Criminal Defense, Family Law, Personal Injury, Immigration)
* 1.3 Value Proposition
  * 1.3.1 For Established Solo Attorneys
  * 1.3.2 For New/Recent Graduate Attorneys
  * 1.3.3 For Small Firms
* 1.4 Document Scope
  * 1.4.1 What This Document Covers (Versions 1 & 2)
  * 1.4.2 What Is Out of Scope (Version 3+)
  * 1.4.3 How to Use This Document
* 1.5 Success Metrics
  * 1.5.1 Version 1 Success Criteria
  * 1.5.2 Version 2 Success Criteria
  * 1.5.3 Key Performance Indicators (KPIs)

***

**2. Problem Statement**

* 2.1 The Solo/Small Firm Attorney Challenge
  * 2.1.1 The Time Problem (Admin vs. Billable Work)
  * 2.1.2 The Availability Problem (In Court, Can't Answer)
  * 2.1.3 The Lead Management Problem (Leads Fall Through Cracks)
  * 2.1.4 The Marketing Problem (No Time, No Expertise)
  * 2.1.5 The Scaling Problem (Attorney Is the Bottleneck)
* 2.2 Current Solutions and Their Limitations
  * 2.2.1 Answering Services (Expensive, Just Takes Messages)
  * 2.2.2 Virtual Receptionists (Expensive, Inconsistent Quality)
  * 2.2.3 Marketing Agencies (Expensive, Separate System)
  * 2.2.4 CRM Software (Requires Manual Work)
  * 2.2.5 Generic AI Chatbots (Hallucination Risk, Not Legal-Specific)
* 2.3 Market Gap
  * 2.3.1 No Unified Solution Exists
  * 2.3.2 Intelligence + Marketing + Intake Not Combined
  * 2.3.3 Affordable Options Lack Sophistication
* 2.4 Cost of the Problem (Quantified)
  * 2.4.1 Lost Revenue from Missed Calls
  * 2.4.2 Lost Billable Hours to Admin Work
  * 2.4.3 Cost of Current Fragmented Solutions

***

**3. Product Vision**

* 3.1 Long-Term Vision
  * 3.1.1 The AI-Powered Law Practice Partner
  * 3.1.2 Complete Practice Operations Platform
  * 3.1.3 Oxford Pierpont Acquired Intelligence Integration (Future)
* 3.2 Version 1 Goals (MVP — Marketing + Intake)
  * 3.2.1 Primary Goal: Fill Attorney's Pipeline
  * 3.2.2 Secondary Goal: Never Miss a Lead
  * 3.2.3 Tertiary Goal: Reduce Attorney Admin Time
* 3.3 Version 2 Goals (Case Briefings + Attorney Assistant)
  * 3.3.1 Primary Goal: Make Attorney Informed Before Every Interaction
  * 3.3.2 Secondary Goal: Voice-Accessible Practice Management
  * 3.3.3 Tertiary Goal: Unified Communication Hub
* 3.4 Version 3+ Roadmap Overview (Out of Scope, For Reference)
  * 3.4.1 Case Preparation Features
  * 3.4.2 Document Integration (Clio, Google Drive, etc.)
  * 3.4.3 Multi-User/Firm Features
  * 3.4.4 Advanced Support Tiers

***

**4. User Personas**

* 4.1 Primary Persona: Solo Attorney (Established)
  * 4.1.1 Background and Demographics
  * 4.1.2 Goals and Motivations
  * 4.1.3 Pain Points
  * 4.1.4 Technology Comfort Level
  * 4.1.5 Day-in-the-Life Scenario
  * 4.1.6 What Success Looks Like for This User
* 4.2 Primary Persona: Solo Attorney (New/Recent Graduate)
  * 4.2.1 Background and Demographics
  * 4.2.2 Goals and Motivations
  * 4.2.3 Pain Points
  * 4.2.4 Technology Comfort Level
  * 4.2.5 Day-in-the-Life Scenario
  * 4.2.6 What Success Looks Like for This User
* 4.3 Secondary Persona: Small Firm Managing Partner
  * 4.3.1 Background and Demographics
  * 4.3.2 Goals and Motivations
  * 4.3.3 Pain Points
  * 4.3.4 Technology Comfort Level
  * 4.3.5 Day-in-the-Life Scenario
  * 4.3.6 What Success Looks Like for This User
* 4.4 Secondary Persona: Prospective Client (The Caller)
  * 4.4.1 Emotional State When Calling
  * 4.4.2 What They Need from the Experience
  * 4.4.3 What Would Cause Them to Hang Up
  * 4.4.4 What Would Make Them Book a Consultation
* 4.5 User Journey Maps
  * 4.5.1 Attorney Onboarding Journey
  * 4.5.2 Attorney Daily Usage Journey
  * 4.5.3 Prospect Journey (Phone Call)
  * 4.5.4 Prospect Journey (Website Chat)
  * 4.5.5 Prospect Journey (Research Chat)

***

**5. Pricing and Tier Structure**

* 5.1 Growth Tier (\$497-997/month)
  * 5.1.1 Target Customer
  * 5.1.2 Features Included (Summary)
  * 5.1.3 Limitations
  * 5.1.4 Value Proposition
* 5.2 Professional Tier (\$2,500/month)
  * 5.2.1 Target Customer
  * 5.2.2 Features Included (Summary)
  * 5.2.3 Limitations
  * 5.2.4 Value Proposition
* 5.3 Complete Tier (\$5,000/month) — Version 3+
  * 5.3.1 Target Customer
  * 5.3.2 Features Included (Summary)
  * 5.3.3 Value Proposition
* 5.4 Firm Tier (\$7,500/month) — Version 3+
  * 5.4.1 Target Customer
  * 5.4.2 Features Included (Summary)
  * 5.4.3 Value Proposition
* 5.5 Firm+ Tier (\$10,000/month) — Version 3+
  * 5.5.1 Target Customer
  * 5.5.2 Features Included (Summary)
  * 5.5.3 Value Proposition
* 5.6 Add-Ons
  * 5.6.1 Additional Topic Slots (5-pack) — \$97/month
  * 5.6.2 Additional Voice Minutes — TBD
  * 5.6.3 Marketing Package Add-On — \$2,497/month
  * 5.6.4 Custom Template Development — \$497 one-time
  * 5.6.5 Additional User Seats — \$497/month
  * 5.6.6 Dedicated Phone Numbers — \$47/month
* 5.7 Feature-to-Tier Mapping Table
  * 5.7.1 Complete Feature Matrix
  * 5.7.2 Version Availability by Tier

***

**6. Release Strategy**

* 6.1 Version 1 Scope Summary
  * 6.1.1 Included Features List
  * 6.1.2 Supported Tiers (Growth)
  * 6.1.3 Target Launch Date
* 6.2 Version 2 Scope Summary
  * 6.2.1 Included Features List
  * 6.2.2 Supported Tiers (Growth, Professional)
  * 6.2.3 Target Launch Date (Relative to V1)
* 6.3 Version 3+ Scope Summary (Out of Scope, For Reference)
  * 6.3.1 Feature Categories
  * 6.3.2 Supported Tiers (Complete, Firm, Firm+)
  * 6.3.3 Tentative Timeline
* 6.4 Release Cadence Target
  * 6.4.1 V1 to V2 Gap (Target: 2-3 Months)
  * 6.4.2 Ongoing Feature Release Cadence
  * 6.4.3 Hotfix and Bug Fix Policy
* 6.5 Version Migration Strategy
  * 6.5.1 V1 to V2 Upgrade Path
  * 6.5.2 Automatic vs. Manual Migration
  * 6.5.3 Data Migration Requirements
  * 6.5.4 Communication Plan for Existing Customers

***

# PART II: PLATFORM ARCHITECTURE

***

**7. Core Platform Architecture**

* 7.1 System Overview
  * 7.1.1 High-Level Architecture Diagram
  * 7.1.2 Component Overview
  * 7.1.3 Data Flow Overview
  * 7.1.4 Multi-Tenant Architecture Explanation
* 7.2 The Closed Knowledge Base (LogicLegal Engine)
  * 7.2.1 What "Closed" Means (No Internet Access)
  * 7.2.2 Why This Matters (Hallucination Prevention)
  * 7.2.3 What Data Is Included
  * 7.2.4 What Data Is Excluded
  * 7.2.5 How the AI Accesses Knowledge
  * 7.2.6 RAG (Retrieval Augmented Generation) Implementation
* 7.3 Topic Siloing Logic
  * 7.3.1 What Topic Siloing Is
  * 7.3.2 Why It Matters (Precision, Reduced Hallucination)
  * 7.3.3 How Topics Are Defined
  * 7.3.4 How the AI Selects the Correct Silo
  * 7.3.5 What Happens If Topic Is Ambiguous
  * 7.3.6 Technical Implementation Details
* 7.4 State Law Defaults
  * 7.4.1 Data Sources for State Laws
  * 7.4.2 How Laws Are Structured in the Knowledge Base
  * 7.4.3 Update Process When Laws Change
  * 7.4.4 Coverage by State (Initial Launch States)
* 7.5 Practice Area Templates
  * 7.5.1 What a Template Contains
  * 7.5.2 How Templates Are Activated
  * 7.5.3 Template Customization Options
  * 7.5.4 Template Versioning
* 7.6 Future: Acquired Intelligence Layer (Reference Only)
  * 7.6.1 What It Is (Brief Description)
  * 7.6.2 How It Will Integrate with LogicLegal
  * 7.6.3 Data Storage Considerations for Future Compatibility
  * 7.6.4 No Implementation Required Now—Architecture Awareness Only

***

**8. Technical Infrastructure**

* 8.1 Infrastructure Overview
  * 8.1.1 Hosting Environment (Dokploy, DigitalOcean)
  * 8.1.2 Service Architecture (Microservices vs. Monolith)
  * 8.1.3 Environment Strategy (Development, Staging, Production)
* 8.2 Telephony Layer (GoToConnect)
  * 8.2.1 What GoToConnect Provides
  * 8.2.2 Per-User Cost (\$21/user)
  * 8.2.3 Features Used (Call Queues, Hold Music, SMS, Custom Greetings)
  * 8.2.4 Features Not Used
  * 8.2.5 How Attorneys Are Provisioned
  * 8.2.6 Phone Number Assignment
  * 8.2.7 API Capabilities
  * 8.2.8 Webhook Events Available
* 8.3 Voice AI Layer (LiveKit)
  * 8.3.1 What LiveKit Provides
  * 8.3.2 Why LiveKit Over Vapi/Retell (Cost, Customization)
  * 8.3.3 How LiveKit Connects to GoToConnect
  * 8.3.4 Speech-to-Text Configuration
  * 8.3.5 Text-to-Speech Configuration
  * 8.3.6 Voice Selection and Customization
  * 8.3.7 Latency Considerations
  * 8.3.8 Concurrent Call Handling
* 8.4 Marketing Automation Layer (GoHighLevel — Headless)
  * 8.4.1 What "Headless" Means (Backend Only, No Attorney-Facing UI)
  * 8.4.2 What GoHighLevel Handles
  * 8.4.3 What GoHighLevel Does NOT Handle
  * 8.4.4 API Capabilities
  * 8.4.5 Webhook Events Available
  * 8.4.6 Per-Account Setup Process
  * 8.4.7 White-Label Configuration
* 8.5 Attorney Dashboard (Custom Build)
  * 8.5.1 Technology Stack (React/Next.js Recommended)
  * 8.5.2 Why Custom Build Over GoHighLevel UI
  * 8.5.3 Hosting and Deployment
  * 8.5.4 State Management Approach
  * 8.5.5 Styling Framework
* 8.6 Database Architecture
  * 8.6.1 Database Technology (PostgreSQL Recommended)
  * 8.6.2 What Data Lives in Our Database vs. GoHighLevel
  * 8.6.3 Database Schema Overview
  * 8.6.4 Data Relationships
  * 8.6.5 Indexing Strategy
  * 8.6.6 Backup and Recovery
* 8.7 Vector Database (For Knowledge Base)
  * 8.7.1 Technology Selection (Pinecone, Weaviate, pgvector, etc.)
  * 8.7.2 Embedding Model Selection
  * 8.7.3 Index Structure (Per-Attorney, Per-Topic)
  * 8.7.4 Query Strategy
* 8.8 Data Flow Diagrams
  * 8.8.1 Incoming Phone Call Flow
  * 8.8.2 Website Chat Flow
  * 8.8.3 Research Chat Flow
  * 8.8.4 Lead Creation Flow
  * 8.8.5 Calendar Booking Flow
  * 8.8.6 Marketing Content Generation Flow
  * 8.8.7 Attorney Dashboard Data Flow
  * 8.8.8 Attorney Voice Assistant Flow (Version 2)
* 8.9 Integration Architecture
  * 8.9.1 Middleware/Orchestration Layer (n8n or Custom)
  * 8.9.2 Webhook Handler Service
  * 8.9.3 API Gateway (If Applicable)
  * 8.9.4 Queue System for Async Processing
  * 8.9.5 Error Handling and Retry Logic
* 8.10 Security and Compliance Considerations
  * 8.10.1 Data Encryption (At Rest)
  * 8.10.2 Data Encryption (In Transit)
  * 8.10.3 Authentication Strategy
  * 8.10.4 Authorization and Role-Based Access
  * 8.10.5 PII Handling
  * 8.10.6 HIPAA Considerations (If Applicable)
  * 8.10.7 State Bar Ethical Considerations
  * 8.10.8 SOC 2 Readiness (Future)

***

**9. Branding and White-Label Configuration**

* 9.1 Attorney-Facing Branding
  * 9.1.1 Dashboard Branding (LogicLegal by Oxford Pierpont)
  * 9.1.2 Login Page Appearance
  * 9.1.3 Email Communications Branding
* 9.2 Prospect-Facing Branding
  * 9.2.1 AI Personality and Naming
    * 9.2.1.1 Default Name ("Hi, I'm the virtual assistant for \[Law Firm Name]...")
    * 9.2.1.2 Custom Name Option
    * 9.2.1.3 Personality Traits (Professional, Warm, Empathetic)
  * 9.2.2 Chat Widget Appearance
    * 9.2.2.1 Color Customization
    * 9.2.2.2 Logo/Avatar Options
    * 9.2.2.3 Position on Page
  * 9.2.3 Research Chat Interface Appearance
    * 9.2.3.1 Branding Elements
    * 9.2.3.2 Customization Options
  * 9.2.4 Voice AI Introduction Script
    * 9.2.4.1 Default Script Template
    * 9.2.4.2 Custom Script Option
    * 9.2.4.3 Required Disclosures (See Compliance Section)
* 9.3 Website Integration Branding
  * 9.3.1 Embed Code Customization
  * 9.3.2 Stylesheet Override Options
  * 9.3.3 Mobile Responsiveness Requirements
* 9.4 Content Branding
  * 9.4.1 SEO Articles (Attorney's Name/Firm)
  * 9.4.2 LinkedIn Posts (Attorney's Voice)
  * 9.4.3 FAQ Content (Firm-Specific)

***

**10. Compliance and Legal Requirements**

* 10.1 AI Disclosure Requirements
  * 10.1.1 Legal Requirement to Disclose AI
  * 10.1.2 Phone Call Disclosure Script
  * 10.1.3 Chat Interface Disclosure
  * 10.1.4 Timing of Disclosure (Beginning of Interaction)
  * 10.1.5 Acceptance Criteria
* 10.2 Call Recording and Consent
  * 10.2.1 One-Party vs. Two-Party Consent States
  * 10.2.2 State-by-State Consent Requirements Table
  * 10.2.3 Recording Consent Script
  * 10.2.4 How Consent Is Captured and Stored
  * 10.2.5 What Happens If Consent Is Declined
  * 10.2.6 Acceptance Criteria
* 10.3 Data Privacy
  * 10.3.1 Privacy Policy Requirements
  * 10.3.2 Data Collection Disclosure
  * 10.3.3 Data Usage Limitations
  * 10.3.4 Data Sharing Policy (We Don't Share)
  * 10.3.5 CCPA Compliance Considerations
  * 10.3.6 GDPR Considerations (If Applicable)
* 10.4 Attorney-Client Privilege Considerations
  * 10.4.1 When Privilege Attaches
  * 10.4.2 How LogicLegal Protects Privilege
  * 10.4.3 Disclaimer Language
* 10.5 Legal Disclaimers
  * 10.5.1 "Not Legal Advice" Disclaimer
  * 10.5.2 Placement in Chat Interface
  * 10.5.3 Placement in Voice Interaction
  * 10.5.4 Acceptance Criteria

***

**11. Failover and Error Handling**

* 11.1 Voice AI Failover
  * 11.1.1 What Happens If LiveKit Goes Down
  * 11.1.2 Fallback to Voicemail
  * 11.1.3 Fallback to Attorney's Cell (Optional Configuration)
  * 11.1.4 Error Detection and Alerting
  * 11.1.5 Automatic Recovery
* 11.2 GoToConnect Failover
  * 11.2.1 What Happens If GoToConnect Goes Down
  * 11.2.2 Monitoring and Alerting
  * 11.2.3 Manual Intervention Procedures
* 11.3 GoHighLevel Failover
  * 11.3.1 What Happens If GoHighLevel Goes Down
  * 11.3.2 Critical vs. Non-Critical Functions
  * 11.3.3 Data Queuing for Retry
* 11.4 Database Failover
  * 11.4.1 High Availability Configuration
  * 11.4.2 Automatic Failover
  * 11.4.3 Data Recovery Procedures
* 11.5 Voice AI Conversation Errors
  * 11.5.1 What Happens If AI Can't Understand Caller
  * 11.5.2 Clarification Prompts
  * 11.5.3 Graceful Handoff to Voicemail
  * 11.5.4 "I'm Having Trouble Understanding" Script
  * 11.5.5 Maximum Retry Attempts Before Handoff
* 11.6 Chat Errors
  * 11.6.1 Connection Lost Handling
  * 11.6.2 Session Timeout Handling
  * 11.6.3 AI Response Failure Handling
* 11.7 General Error Logging
  * 11.7.1 Error Logging Strategy
  * 11.7.2 Error Categorization
  * 11.7.3 Alerting Thresholds
  * 11.7.4 Error Dashboard (Internal)

***

# PART III: VERSION 1 FEATURES (MVP)

***

**12. Prospect-Facing Features (Version 1)**

* 12.1 Research Chat Interface
  * 12.1.1 Description and Purpose
    * What It Is (Perplexity-Style Legal Research)
    * Why It Exists (Build Trust, Qualify Leads Passively)
    * Where It Appears on Website
  * 12.1.2 User Flow
    * Step 1: Prospect Lands on Page
    * Step 2: Prospect Enters Question
    * Step 3: AI Retrieves from Knowledge Base
    * Step 4: AI Responds with Sourced Information
    * Step 5: Prospect Asks Follow-Up Questions
    * Step 6: AI Assesses Lead Quality (Background)
    * Step 7: AI Offers to Schedule Consultation (When Appropriate)
    * Step 8: Transition to Intake Flow
  * 12.1.3 Voice Capability
    * How Prospect Activates Voice Mode
    * Voice-to-Text Processing
    * Text-to-Voice Response
    * Same AI Backend as Text
  * 12.1.4 Transition to Intake
    * Trigger Conditions (Prospect Ready, AI Prompt)
    * Handoff Experience (Seamless, Not Jarring)
    * Data Carryover from Research to Intake
  * 12.1.5 Knowledge Base Access
    * Which Knowledge Is Accessible
    * Which Knowledge Is Restricted
    * Citation Display (How Sources Appear)
  * 12.1.6 UI Components
    * Chat Input Field
    * Message Display Area
    * Source Citations Display
    * Voice Toggle Button
    * "Schedule Consultation" CTA
  * 12.1.7 Acceptance Criteria
    * Functional Requirements
    * Performance Requirements (Response Time \< X seconds)
    * Accuracy Requirements
* 12.2 Corner Chatbot (Smart Contact Form)
  * 12.2.1 Description and Purpose
    * What It Is (Intake-Focused Chat Widget)
    * How It Differs from Research Chat
    * Why Both Exist (Different User Intents)
    * Where It Appears (Corner of Every Page)
  * 12.2.2 User Flow
    * Step 1: Prospect Clicks Widget
    * Step 2: AI Greets with Attorney Name
    * Step 3: AI Asks Initial Qualifying Question
    * Step 4: Intelligent Intake Begins
    * Step 5: Lead Qualification Happens
    * Step 6: Scheduling Offered
    * Step 7: Confirmation and Next Steps
  * 12.2.3 Intake Focus
    * Goal: Get to Scheduling Quickly
    * Minimal Research, Maximum Qualification
    * Practice-Area-Specific Question Trees
  * 12.2.4 UI Components
    * Minimized Widget Appearance
    * Expanded Chat Window
    * Input Field
    * Message Display
    * Scheduling Interface (Inline)
  * 12.2.5 Acceptance Criteria
* 12.3 AI Phone Answering
  * 12.3.1 Description and Purpose
    * 24/7 Phone Answering
    * Intelligent Conversation, Not IVR
    * Lead Qualification and Scheduling
  * 12.3.2 Call Flow
    * Step 1: Call Comes to GoToConnect Number
    * Step 2: Call Queue/Hold Music (If Configured)
    * Step 3: Call Routed to LiveKit Voice AI
    * Step 4: AI Greeting with Disclosure
    * Step 5: AI Asks How It Can Help
    * Step 6: Intelligent Intake Conversation
    * Step 7: Qualification and Scoring (Background)
    * Step 8: Scheduling Offered
    * Step 9: Confirmation and Wrap-Up
    * Step 10: Call Ends, Data Saved
  * 12.3.3 LiveKit + GoToConnect Integration
    * Technical Connection Method
    * Call Transfer Mechanism
    * Audio Quality Requirements
    * Latency Targets
  * 12.3.4 Greeting Script Template
    * Default Script
    * Custom Script Configuration
    * Required Disclosure Inclusion
  * 12.3.5 Error Handling
    * Caller Can't Be Understood
    * Caller Requests Human
    * Technical Failure Mid-Call
  * 12.3.6 Call Recording
    * When Recording Starts
    * Where Recordings Are Stored
    * Retention Period
    * Access Controls
  * 12.3.7 Transcript Generation
    * Real-Time vs. Post-Call
    * Transcript Format
    * Storage Location
  * 12.3.8 Acceptance Criteria
* 12.4 Intelligent Intake Conversations
  * 12.4.1 Overview
    * Same Logic for Phone, Corner Chat, and Research Chat (When Transitioning)
    * Practice-Area-Specific Question Trees
    * Dynamic Adaptation Based on Responses
  * 12.4.2 Criminal Defense Intake Flow
    * Initial Questions (What Happened, When, Where)
    * Charge-Specific Questions
    * Court Date Questions
    * Detention Status Questions
    * Prior Record Questions
    * Urgency Assessment
    * Question Tree Diagram
  * 12.4.3 Family Law Intake Flow
    * Initial Questions (Divorce, Custody, Support, Other)
    * Marriage/Relationship Status
    * Children Questions
    * Asset Questions
    * Urgency Questions (Safety Concerns, Pending Deadlines)
    * Opposing Counsel Questions
    * Question Tree Diagram
  * 12.4.4 Personal Injury Intake Flow
    * Incident Type (Auto, Slip/Fall, Medical, Other)
    * Incident Date (Statute of Limitations Check)
    * Injury Questions
    * Medical Treatment Questions
    * Other Party/Insurance Questions
    * Existing Attorney Questions
    * Question Tree Diagram
  * 12.4.5 Immigration Law Intake Flow
    * Current Status Questions
    * Desired Outcome Questions
    * Timeline/Deadline Questions
    * Document Status Questions
    * Question Tree Diagram
  * 12.4.6 General Practice Intake Flow
    * Catch-All for Unspecified Practice Areas
    * Generic Qualifying Questions
    * Question Tree Diagram
  * 12.4.7 Acceptance Criteria
* 12.5 Dynamic Follow-Up Questions
  * 12.5.1 What It Is
    * AI Generates Questions Based on Responses
    * Not Just Static Question Trees
    * Probing for Key Details
  * 12.5.2 Logic and Triggers
    * When to Ask Follow-Up (Incomplete Answer, Red Flag, Opportunity)
    * When to Move On
    * Maximum Follow-Up Depth
  * 12.5.3 Examples by Practice Area
    * Criminal: "You mentioned you were arrested last Tuesday—do you have a court date yet?"
    * Family: "You said there are children involved—how many, and what are their ages?"
    * PI: "You mentioned back pain—have you seen a doctor for this?"
  * 12.5.4 Implementation Details
    * Prompt Engineering Approach
    * Context Window Management
    * Response Parsing
  * 12.5.5 Acceptance Criteria
* 12.6 Lead Qualification and Scoring
  * 12.6.1 What Scoring Means
    * Numeric Score (1-100 Recommended)
    * Indicates Case Viability and Lead Quality
    * Used for Prioritization
  * 12.6.2 Scoring Criteria by Practice Area
    * Criminal Defense Scoring Factors
      * Charge Severity
      * Court Date Proximity
      * Detention Status
      * Prior Record
      * Ability to Pay (If Discussed)
    * Family Law Scoring Factors
      * Case Complexity
      * Urgency (Safety, Deadlines)
      * Children Involved
      * Asset Complexity
    * Personal Injury Scoring Factors
      * Liability Clarity
      * Injury Severity
      * Statute of Limitations Status
      * Insurance Situation
      * Existing Attorney
    * Immigration Scoring Factors
      * Case Type Complexity
      * Deadline Urgency
      * Document Readiness
  * 12.6.3 Score Calculation Logic
    * Weighted Factors
    * Formula or Model
    * Score Normalization
  * 12.6.4 Red Flag Detection
    * What Constitutes a Red Flag
    * How Red Flags Affect Score
    * Red Flag Storage for Display (Version 2)
  * 12.6.5 Data Storage
    * Score Stored with Lead Record
    * Factor Breakdown Stored (For Version 2 Display)
    * Red Flags Stored
  * 12.6.6 Acceptance Criteria
* 12.7 Automatic Calendar Scheduling
  * 12.7.1 Overview
    * Qualified Leads Get Scheduled
    * No Attorney Intervention Required
    * Attorney Can Cancel Later
  * 12.7.2 Calendar Integration (Google)
    * OAuth Connection Flow
    * Permission Scopes Required
    * Calendar Selection (Which Calendar to Use)
    * Availability Detection
  * 12.7.3 Calendar Integration (Outlook/Microsoft 365)
    * OAuth Connection Flow
    * Permission Scopes Required
    * Calendar Selection
    * Availability Detection
  * 12.7.4 Availability Detection
    * How Free/Busy Is Determined
    * Buffer Time Between Appointments
    * Business Hours Configuration
    * Time Zone Handling
  * 12.7.5 Booking Flow
    * AI Offers Available Times
    * Prospect Selects Time
    * Appointment Created in Calendar
    * Confirmation Sent to Prospect
    * Notification Sent to Attorney
  * 12.7.6 Appointment Data
    * What's Included in Calendar Event
    * Link to Lead Record
    * Brief Summary of Case
  * 12.7.7 Acceptance Criteria
* 12.8 Prospect Research Mode
  * 12.8.1 What It Is
    * Part of Research Chat Experience
    * Prospect Explores Before Committing
    * AI Answers Questions Without Pressure
  * 12.8.2 Knowledge Base Queries
    * What Questions Can Be Answered
    * What Questions Are Declined ("I can't give legal advice, but...")
    * Citation of Sources
  * 12.8.3 Lead Quality Assessment (Background)
    * Scoring Happens Even Without Intake
    * Based on Questions Asked
    * Lower Confidence Score (Incomplete Data)
  * 12.8.4 Acceptance Criteria

***

**13. Attorney Dashboard Features (Version 1 — Basic)**

* 13.1 Dashboard Home (Basic Version)
  * 13.1.1 Purpose
    * Quick Overview of Practice Activity
    * Entry Point to Other Sections
  * 13.1.2 Layout and Components
    * Today's Appointments Widget
    * New Leads Widget (Count, Basic List)
    * Quick Stats Widget (Leads This Week, Consultations Booked)
    * Navigation Menu
  * 13.1.3 Data Displayed
    * Appointments: Time, Prospect Name, Case Type
    * Leads: Name, Date, Case Type (No Score in V1)
    * Stats: Simple Counts
  * 13.1.4 UI Wireframe Reference
  * 13.1.5 Acceptance Criteria
* 13.2 Leads View (Basic Version)
  * 13.2.1 Purpose
    * See All Leads
    * Access Lead Details
  * 13.2.2 List Display
    * Table Format
    * Columns: Name, Date, Practice Area, Status, Actions
  * 13.2.3 Basic Lead Information (On Click/Expand)
    * Contact Information
    * Practice Area
    * Brief Summary (AI-Generated, Short)
    * Intake Channel (Phone, Chat, Research)
    * Appointment Status
  * 13.2.4 Filters
    * By Date Range
    * By Practice Area
    * By Status (New, Scheduled, Contacted, Closed)
  * 13.2.5 Actions
    * View Details
    * Schedule (If Not Scheduled)
    * Mark Status
  * 13.2.6 UI Wireframe Reference
  * 13.2.7 Acceptance Criteria
* 13.3 Calendar View
  * 13.3.1 Purpose
    * See Upcoming Appointments
    * Visual Calendar Interface
  * 13.3.2 Appointment Display
    * Day/Week/Month Views
    * Appointment Blocks with Prospect Name
    * Click to See Details
  * 13.3.3 Calendar Sync
    * Reflects Connected Google/Outlook Calendar
    * Shows LogicLegal-Booked Appointments
    * May Show Other Appointments (Based on Config)
  * 13.3.4 UI Wireframe Reference
  * 13.3.5 Acceptance Criteria
* 13.4 Settings Panel
  * 13.4.1 Account Settings
    * Attorney Name
    * Firm Name
    * Email
    * Phone
    * Password Change
  * 13.4.2 Calendar Connection
    * Connect Google Calendar
    * Connect Outlook Calendar
    * Disconnect/Reconnect
    * Select Which Calendar
  * 13.4.3 Practice Area Configuration
    * Select Active Practice Areas
    * Activate/Deactivate Templates
    * View Topic Slot Usage
  * 13.4.4 Business Hours Configuration
    * Set Available Hours
    * Set Consultation Duration
    * Set Buffer Time
  * 13.4.5 Phone System Configuration
    * View Assigned Number
    * Voicemail Settings
    * Greeting Customization (If Available)
  * 13.4.6 AI Personality Configuration
    * AI Name
    * Greeting Script Preview
  * 13.4.7 UI Wireframe Reference
  * 13.4.8 Acceptance Criteria

***

**14. Attorney Notification System (Version 1)**

* 14.1 Notification Channels
  * 14.1.1 Email Notifications
    * Format and Branding
    * From Address
    * Reply Handling
  * 14.1.2 SMS Notifications
    * From Number
    * Message Format (Brief)
  * 14.1.3 In-App Notifications (Dashboard)
    * Notification Bell/Icon
    * Notification List
    * Read/Unread Status
* 14.2 Notification Triggers
  * 14.2.1 New Lead Received
    * Immediate Notification
    * Summary Information Included
  * 14.2.2 Appointment Booked
    * Confirmation Notification
    * Appointment Details
  * 14.2.3 Appointment Reminder
    * Configurable Timing (1 Hour, 1 Day Before)
    * Lead Context Included
  * 14.2.4 Lead Requires Attention (Optional)
    * High-Score Lead Alert
    * Urgent Case Alert
  * 14.2.5 System Notifications
    * Billing Issues
    * Integration Disconnected
    * Important Updates
* 14.3 Notification Preferences
  * 14.3.1 Per-Channel Toggle (Email, SMS, In-App)
  * 14.3.2 Per-Type Toggle
  * 14.3.3 Quiet Hours Configuration
  * 14.3.4 Preference UI Location (Settings Panel)
* 14.4 Acceptance Criteria

***

**15. Marketing Automation Features (Version 1)**

* 15.1 SEO Content Production
  * 15.1.1 What It Is
    * Blog Articles for Attorney's Website
    * Optimized for Search Engines
    * Topics Relevant to Practice Area
  * 15.1.2 Content Generation Process
    * Topic Selection (From Practice Area Templates)
    * AI Generation from Knowledge Base
    * Keyword Optimization
    * Internal Review (By LogicLegal Team or Automated)
  * 15.1.3 Content Approval Workflow
    * Option A: Fully Automated (No Attorney Review)
    * Option B: Attorney Approval Required
    * Approval Interface (Email or Dashboard)
    * Revision Request Process
    * Default Setting
  * 15.1.4 Publishing Workflow
    * Connection to Attorney's Website (WordPress, Squarespace, etc.)
    * Publishing Method (API, Manual, Scheduled)
    * Formatting and Images
  * 15.1.5 Frequency and Volume
    * Default: X Articles per Month
    * Configurable by Attorney
  * 15.1.6 Content Quality Standards
    * Minimum Word Count
    * Originality Check
    * Legal Accuracy (From Knowledge Base)
  * 15.1.7 Acceptance Criteria
* 15.2 LinkedIn Thought Leadership Content
  * 15.2.1 What It Is
    * Professional Posts for LinkedIn
    * Positions Attorney as Expert
    * Knowledge-Based, Not Gimmicky
  * 15.2.2 Content Types
    * Short Insights (1-2 Paragraphs)
    * Tips and Advice
    * Case Study Highlights (Anonymized)
    * Legal Updates/News Commentary
  * 15.2.3 Content Generation Process
    * Same Knowledge Base as SEO
    * Tone Adjusted for LinkedIn
    * Hashtag/Formatting Optimization
  * 15.2.4 Content Approval Workflow
    * Same Options as SEO
    * Approval Interface
  * 15.2.5 Publishing Workflow
    * Connection to LinkedIn (OAuth)
    * Scheduled Posting
    * Posting Frequency
  * 15.2.6 Acceptance Criteria
* 15.3 FAQ Content Generation
  * 15.3.1 What It Is
    * FAQ Pages for Attorney's Website
    * AI-Optimized for Search and AI Assistants
    * Answers Common Questions
  * 15.3.2 AI-Optimized Structure
    * Question/Answer Format
    * Schema Markup for SEO
    * Natural Language Phrasing
  * 15.3.3 Practice Area Coverage
    * Criminal Defense FAQs
    * Family Law FAQs
    * Personal Injury FAQs
    * Immigration FAQs
  * 15.3.4 Generation Process
    * Initial Generation (Batch)
    * Ongoing Updates
  * 15.3.5 Publishing Workflow
    * Same as SEO Content
  * 15.3.6 Acceptance Criteria
* 15.4 Appointment Reminders
  * 15.4.1 What They Are
    * Automated Messages to Prospects
    * Reduce No-Shows
  * 15.4.2 SMS Reminders
    * Timing (1 Day Before, 1 Hour Before—Configurable)
    * Message Template
    * Personalization (Prospect Name, Attorney Name, Time)
  * 15.4.3 Email Reminders
    * Same Timing
    * Email Template
    * Calendar Attachment
  * 15.4.4 Timing Logic
    * Default Schedule
    * Custom Configuration
    * Time Zone Handling
  * 15.4.5 Powered By GoHighLevel
    * Automation Configuration
    * Trigger Setup
  * 15.4.6 Acceptance Criteria
* 15.5 Lead Nurture Sequences
  * 15.5.1 What They Are
    * Automated Follow-Up for Non-Booked Leads
    * Email and SMS Sequences
    * Keep Firm Top-of-Mind
  * 15.5.2 Trigger Conditions
    * Lead Did Not Schedule
    * Lead Started But Abandoned Intake
    * Time Since Last Contact
  * 15.5.3 Sequence Content
    * Email 1: "We're Here When You're Ready"
    * Email 2: "Common Questions About \[Practice Area]"
    * Email 3: "Limited Time—Schedule Your Free Consultation"
    * SMS: Brief Check-In
  * 15.5.4 Duration and Frequency
    * Sequence Length (7 Days, 14 Days, 30 Days)
    * Message Spacing
    * Stop Conditions (Scheduled, Opted Out, Marked Closed)
  * 15.5.5 Powered By GoHighLevel
    * Workflow Configuration
    * Template Setup
  * 15.5.6 Acceptance Criteria

***

**16. Onboarding Experience (Version 1)**

* 16.1 Onboarding Wizard Flow
  * 16.1.1 Overview
    * Goal: Get Attorney Live Quickly
    * Target Time: \< 30 Minutes
    * Guided Step-by-Step
  * 16.1.2 Step 1: Account Setup
    * Input: Name, Email, Firm Name
    * Password Creation
    * Terms of Service Acceptance
    * Privacy Policy Acceptance
  * 16.1.3 Step 2: State Selection
    * Dropdown of US States
    * Why We Ask (State Law Defaults)
    * What Happens (State Laws Loaded)
  * 16.1.4 Step 3: Practice Area Selection
    * Checkbox List of Practice Areas
    * Description of Each
    * Can Select Multiple
    * Limit Based on Tier (5 Slots for Growth)
  * 16.1.5 Step 4: Template Activation
    * Preview of Selected Templates
    * Confirmation of Topics to Load
    * Visual Indicator of Slot Usage
  * 16.1.6 Step 5: Calendar Connection
    * Choose Google or Outlook
    * OAuth Flow
    * Calendar Selection
    * Business Hours Setup
  * 16.1.7 Step 6: Phone System Setup
    * Phone Number Assignment
    * Preview of Number
    * Optional: Port Existing Number (Note: Complex, Maybe Later)
    * Voicemail Greeting Recording/Upload (Optional)
  * 16.1.8 Step 7: Website Integration
    * Provide Website URL
    * Generate Embed Codes
    * Instructions for Installation
    * Option: We Install for You (Professional Service)
  * 16.1.9 Step 8: AI Personality Configuration
    * AI Name (Default or Custom)
    * Review Greeting Script
    * Test Call Option
  * 16.1.10 Step 9: Review and Launch
    * Summary of Configuration
    * Test Chat Widget
    * Go Live Button
* 16.2 Post-Onboarding
  * 16.2.1 Welcome Email
  * 16.2.2 First Lead Alert Setup Confirmation
  * 16.2.3 Dashboard Tour (In-App Walkthrough)
* 16.3 Time to Value Target
  * 16.3.1 Goal: First Interaction Within 24 Hours
  * 16.3.2 Measuring Time to Value
* 16.4 Acceptance Criteria

***

**17. Knowledge Base Configuration (Version 1)**

* 17.1 State Law Defaults
  * 17.1.1 Data Sources
    * Where We Get State Laws
    * Verification Process
    * Legal Review (If Any)
  * 17.1.2 Loading Process
    * When Laws Are Loaded (Onboarding)
    * How Long It Takes
    * Progress Indicator
  * 17.1.3 Update Cadence
    * How Often Laws Are Updated
    * How Updates Are Applied to Existing Accounts
    * Notification of Updates
  * 17.1.4 Coverage by State
    * Initial Launch States (All 50 or Subset?)
    * Priority States
* 17.2 Practice Area Templates
  * 17.2.1 Criminal Defense Template
    * Topics Covered
    * Sub-Topics
    * Sample Questions It Can Answer
    * Sample Intake Questions It Asks
  * 17.2.2 Family Law Template
    * Topics Covered
    * Sub-Topics
    * Sample Questions It Can Answer
    * Sample Intake Questions It Asks
  * 17.2.3 Personal Injury Template
    * Topics Covered
    * Sub-Topics
    * Sample Questions It Can Answer
    * Sample Intake Questions It Asks
  * 17.2.4 Immigration Law Template
    * Topics Covered
    * Sub-Topics
    * Sample Questions It Can Answer
    * Sample Intake Questions It Asks
  * 17.2.5 General Practice Template
    * Topics Covered
    * When to Use (Catch-All)
* 17.3 Topic Slot Allocation
  * 17.3.1 Growth Tier: 5 Slots
  * 17.3.2 How Slots Are Counted
  * 17.3.3 What Happens If Attorney Needs More
  * 17.3.4 UI for Slot Management
* 17.4 Acceptance Criteria

***

**18. GoToConnect Integration (Version 1)**

* 18.1 Account Provisioning
  * 18.1.1 How Attorney Account Is Created
  * 18.1.2 Automated vs. Manual Provisioning
  * 18.1.3 Timeline for Provisioning
* 18.2 Phone Number Assignment
  * 18.2.1 New Number Assignment
  * 18.2.2 Area Code Selection
  * 18.2.3 Number Porting (If Supported)
* 18.3 Call Queue Configuration
  * 18.3.1 Default Queue Setup
  * 18.3.2 Hold Time Settings
  * 18.3.3 Overflow Handling
* 18.4 Hold Music and Greetings
  * 18.4.1 Default Hold Music
  * 18.4.2 Custom Hold Music Upload
  * 18.4.3 Custom Greeting Recording
* 18.5 SMS Capability
  * 18.5.1 Enabling SMS on Number
  * 18.5.2 SMS Routing to LogicLegal System
* 18.6 Webhook Configuration
  * 18.6.1 Events to Capture
    * Incoming Call
    * Call Answered
    * Call Ended
    * Voicemail Received
    * SMS Received
  * 18.6.2 Webhook Endpoint Setup
  * 18.6.3 Payload Format
  * 18.6.4 Security (Signature Verification)
* 18.7 API Usage
  * 18.7.1 APIs Used
  * 18.7.2 Rate Limits
  * 18.7.3 Error Handling
* 18.8 Acceptance Criteria

***

**19. LiveKit Voice AI Integration (Version 1)**

* 19.1 Architecture Overview
  * 19.1.1 How LiveKit Fits in the Stack
  * 19.1.2 Component Diagram
* 19.2 Connection to GoToConnect
  * 19.2.1 Technical Method (SIP, WebRTC, etc.)
  * 19.2.2 Call Routing Configuration
  * 19.2.3 Audio Stream Handling
* 19.3 Speech-to-Text Configuration
  * 19.3.1 STT Provider Selection
  * 19.3.2 Language Settings
  * 19.3.3 Accuracy Optimization
* 19.4 Text-to-Speech Configuration
  * 19.4.1 TTS Provider Selection
  * 19.4.2 Voice Selection
  * 19.4.3 Voice Customization (Speed, Pitch)
  * 19.4.4 Voice Quality Settings
* 19.5 Conversation Handling
  * 19.5.1 Session Management
  * 19.5.2 Context Maintenance During Call
  * 19.5.3 LLM Integration (Claude/GPT)
  * 19.5.4 Prompt Engineering for Voice
  * 19.5.5 Handling Interruptions
  * 19.5.6 Handling Silence
* 19.6 Transcript Generation
  * 19.6.1 Real-Time vs. Post-Call
  * 19.6.2 Transcript Format
  * 19.6.3 Speaker Identification
  * 19.6.4 Storage Location and Format
* 19.7 Handoff Logic
  * 19.7.1 When to Handoff to Voicemail
  * 19.7.2 When to Handoff to Live Person (If Configured)
  * 19.7.3 Handoff Announcement Script
* 19.8 AI Personality Configuration
  * 19.8.1 System Prompt Structure
  * 19.8.2 Per-Attorney Customization
  * 19.8.3 Tone and Style Guidelines
* 19.9 Compliance Integration
  * 19.9.1 Disclosure Script Injection
  * 19.9.2 Consent Capture
  * 19.9.3 Recording Toggle Based on Consent
* 19.10 Error Handling
  * 19.10.1 STT Failure
  * 19.10.2 TTS Failure
  * 19.10.3 LLM Failure
  * 19.10.4 Connection Failure
  * 19.10.5 Graceful Degradation
* 19.11 Performance Requirements
  * 19.11.1 Latency Targets (Response Time)
  * 19.11.2 Concurrent Call Capacity
  * 19.11.3 Audio Quality Standards
* 19.12 Acceptance Criteria

***

**20. GoHighLevel Configuration (Version 1 — Headless Backend)**

* 20.1 Account Structure
  * 20.1.1 Agency Account (Oxford Pierpont Master)
  * 20.1.2 Sub-Account Per Attorney
  * 20.1.3 Naming Conventions
* 20.2 CRM/Contact Management
  * 20.2.1 Contact Fields Required
  * 20.2.2 Custom Fields for LogicLegal Data
  * 20.2.3 Contact Creation via API
  * 20.2.4 Contact Update via API
* 20.3 Pipeline Setup
  * 20.3.1 Default Pipeline Stages
    * New Lead
    * Contacted
    * Scheduled
    * Consultation Complete
    * Retained
    * Closed (Not Retained)
  * 20.3.2 Pipeline Automation Rules
* 20.4 Email Marketing Configuration
  * 20.4.1 Sending Domain Setup
  * 20.4.2 Email Templates
  * 20.4.3 Deliverability Considerations
* 20.5 SMS Configuration
  * 20.5.1 SMS Provider (Twilio via GHL)
  * 20.5.2 Sending Number
  * 20.5.3 SMS Templates
  * 20.5.4 Compliance (TCPA)
* 20.6 Automation Workflows
  * 20.6.1 Lead Nurture Workflow
  * 20.6.2 Appointment Reminder Workflow
  * 20.6.3 Post-Consultation Follow-Up Workflow
  * 20.6.4 Workflow Triggers and Actions
* 20.7 Webhook Integration with Dashboard
  * 20.7.1 Events to Send to Dashboard
    * Contact Created
    * Contact Updated
    * Appointment Created
    * Email Sent
    * SMS Sent
  * 20.7.2 Webhook Configuration
  * 20.7.3 Payload Format
* 20.8 API Usage
  * 20.8.1 APIs Used
  * 20.8.2 Authentication
  * 20.8.3 Rate Limits
  * 20.8.4 Error Handling
* 20.9 Acceptance Criteria

***

# PART IV: VERSION 2 FEATURES

***

**21. Case Briefings Features (Version 2)**

* 21.1 Case Briefing Generation
  * 21.1.1 What a Case Briefing Is
    * Structured Summary of Prospect/Lead
    * AI-Generated from Intake Data
    * Designed for Quick Attorney Review
  * 21.1.2 Data Inputs
    * Intake Conversation Transcript
    * Scoring Data
    * Red Flag Data
    * Contact Information
    * Practice Area
  * 21.1.3 Summary Structure
    * Header: Name, Contact, Practice Area, Score
    * Key Facts Section (Bullet Points)
    * Timeline (If Applicable)
    * Potential Issues Section
    * AI Recommendation Section
    * Full Transcript Link
  * 21.1.4 Generation Trigger
    * Generated Immediately After Intake
    * Stored with Lead Record
    * Updated If New Information Received
  * 21.1.5 Generation Method
    * LLM Prompt Structure
    * Output Format (JSON or Markdown)
    * Validation Checks
  * 21.1.6 Acceptance Criteria
* 21.2 Lead Scoring Display
  * 21.2.1 Score Presentation
    * Numeric Score (1-100)
    * Visual Indicator (Color Coding, Stars, etc.)
    * Score Category (Hot, Warm, Cold)
  * 21.2.2 Score Breakdown View
    * Factor-by-Factor Breakdown
    * Explanation of Each Factor
    * Expandable/Collapsible UI
  * 21.2.3 Where Score Appears
    * Leads List (Column)
    * Lead Detail View (Prominent)
    * Dashboard Home (High-Score Leads)
  * 21.2.4 Acceptance Criteria
* 21.3 Red Flag Identification
  * 21.3.1 What Red Flags Are
    * Potential Issues Identified During Intake
    * May Affect Case Viability
    * May Affect Client Fit
  * 21.3.2 Red Flag Categories
    * Legal Red Flags (Statute of Limitations Expired, Existing Attorney)
    * Practical Red Flags (Unrealistic Expectations, Difficulty Communicating)
    * Urgency Red Flags (Imminent Court Date, Safety Concerns)
  * 21.3.3 Detection Logic
    * Keyword/Phrase Detection
    * AI Inference
    * Rule-Based Detection
  * 21.3.4 Display in Briefing
    * Red Flag Section with Icons
    * Explanation of Each Flag
    * Severity Indicator (If Applicable)
  * 21.3.5 Acceptance Criteria
* 21.4 AI Recommendations
  * 21.4.1 What Recommendations Are
    * AI's Suggestion Based on Scoring and Red Flags
    * Not a Directive, Just a Suggestion
  * 21.4.2 Recommendation Types
    * "Recommend scheduling consultation" (High Score)
    * "Recommend reviewing before scheduling" (Medium Score, Red Flags)
    * "Low priority—consider declining" (Low Score)
    * "Urgent—recommend immediate follow-up" (Urgency Detected)
  * 21.4.3 Recommendation Logic
    * Score Thresholds
    * Red Flag Overrides
    * Practice-Area-Specific Rules
  * 21.4.4 Display in Briefing
    * Prominent Position
    * Clear Visual Indicator
  * 21.4.5 Acceptance Criteria
* 21.5 Full Transcript Access
  * 21.5.1 What Transcripts Include
    * Full Conversation (AI and Prospect)
    * Timestamps
    * Speaker Labels
  * 21.5.2 Transcript Storage
    * Database Location
    * Retention Period
  * 21.5.3 Transcript Display
    * Scrollable View
    * Collapsible (Default Collapsed)
    * Download Option
  * 21.5.4 Search Within Transcript
    * Keyword Search
    * Highlight Matches
  * 21.5.5 Acceptance Criteria

***

**22. Attorney Dashboard Features (Version 2 — Smart Dashboard)**

* 22.1 Dashboard Home (Enhanced)
  * 22.1.1 Score Summaries
    * High-Score Leads Section
    * Average Score This Week
    * Score Distribution Chart
  * 22.1.2 Priority Lead Highlighting
    * Top 3 Leads Requiring Attention
    * Reason for Priority (Score, Red Flag, Urgency)
  * 22.1.3 Quick Stats (Enhanced)
    * Leads This Week (With Scores)
    * Consultations Booked
    * Conversion Rate (Leads to Consultations)
    * Marketing Performance Snapshot
  * 22.1.4 Activity Feed
    * Recent Actions (Calls, Chats, Emails)
    * Chronological View
  * 22.1.5 UI Wireframe Reference
  * 22.1.6 Acceptance Criteria
* 22.2 Leads View (Enhanced)
  * 22.2.1 Score Column and Sorting
    * Score Displayed in List
    * Sort by Score (Default: Highest First)
    * Filter by Score Range
  * 22.2.2 Red Flag Indicators
    * Icon/Badge on Lead Row
    * Tooltip with Red Flag Summary
  * 22.2.3 One-Click Expand to Full Briefing
    * Inline Expansion
    * Or Modal View
  * 22.2.4 Bulk Actions
    * Select Multiple Leads
    * Mark Status
    * Export
  * 22.2.5 UI Wireframe Reference
  * 22.2.6 Acceptance Criteria
* 22.3 Lead Detail View (Full Case Briefing)
  * 22.3.1 Layout Overview
    * Header with Key Info and Score
    * Tabbed or Sectioned Layout
  * 22.3.2 AI Summary Section
    * Brief Paragraph Summary
    * Key Takeaways
  * 22.3.3 Key Facts Section
    * Structured Data Display
    * Practice-Area-Specific Fields
  * 22.3.4 Red Flags Section
    * List of Flags with Explanations
    * Visual Severity Indicators
  * 22.3.5 AI Recommendation Section
    * Recommendation Display
    * Reasoning (If Available)
  * 22.3.6 Full Transcript Section
    * Collapsible
    * Searchable
  * 22.3.7 Action Buttons
    * Schedule Consultation
    * Decline Lead
    * Request More Information
    * Mark as Contacted
    * Edit Contact Info
  * 22.3.8 Activity History
    * All Interactions with This Lead
    * Calls, Chats, Emails, Notes
  * 22.3.9 UI Wireframe Reference
  * 22.3.10 Acceptance Criteria
* 22.4 Pipeline View
  * 22.4.1 Visual Pipeline Display
    * Kanban-Style Board
    * Stage Columns
    * Lead Cards
  * 22.4.2 Drag and Drop Functionality
    * Move Leads Between Stages
    * Confirmation (If Needed)
  * 22.4.3 GoHighLevel Sync
    * Changes Reflected in GHL Pipeline
    * Bidirectional Sync
  * 22.4.4 Filters and Views
    * Filter by Practice Area
    * Filter by Score
    * Filter by Date
  * 22.4.5 UI Wireframe Reference
  * 22.4.6 Acceptance Criteria

***

**23. Attorney Voice Assistant Features (Version 2)**

* 23.1 Overview
  * 23.1.1 What It Is
    * Phone-Based AI Assistant for Attorneys
    * Call a Number, Get Briefed
    * No App or Login Required
  * 23.1.2 Why It Matters
    * Attorneys Often Mobile (Driving, Walking)
    * Hands-Free Access to Practice Information
    * Feels Like a Real Assistant
* 23.2 Call-In Briefings
  * 23.2.1 Dedicated Phone Number
    * Separate from Client-Facing Number
    * Per-Attorney Assignment
    * Easy to Remember
  * 23.2.2 Authentication/Recognition
    * Caller ID Recognition (Attorney's Phone)
    * Optional PIN Code
    * Voice Recognition (Future)
  * 23.2.3 Greeting
    * Personalized ("Hi \[Attorney Name], how can I help?")
  * 23.2.4 Acceptance Criteria
* 23.3 "What's Next" Queries
  * 23.3.1 Query Examples
    * "What's on my calendar today?"
    * "What's my next appointment?"
    * "When is my 2pm with?"
  * 23.3.2 Calendar Data Access
    * Pull from Connected Calendar
    * Include LogicLegal Appointments
  * 23.3.3 Response Format
    * Conversational, Not Robotic
    * Include Brief Lead Context
    * Example: "Your next appointment is at 2pm with John Smith, a potential DUI case."
  * 23.3.4 Acceptance Criteria
* 23.4 "What Came In" Queries
  * 23.4.1 Query Examples
    * "What came in overnight?"
    * "Any new leads today?"
    * "What did I miss?"
  * 23.4.2 Lead Data Access
    * Pull from Lead Database
    * Filter by Timeframe
  * 23.4.3 Filtering Options
    * Today
    * Since Last Check
    * This Week
    * Custom (Yesterday, Last 2 Days, etc.)
  * 23.4.4 Response Format
    * Summary Count First
    * Brief Highlights of Top Leads
    * Offer to Hear More Details
    * Example: "You have 3 new leads since yesterday. One is a high-score family law case—Maria Rodriguez, child custody dispute. Want to hear more?"
  * 23.4.5 Acceptance Criteria
* 23.5 Lead Detail on Demand
  * 23.5.1 Query Examples
    * "Tell me about the Rodriguez lead."
    * "What was that DUI case about?"
    * "Brief me on my 2pm."
  * 23.5.2 Lead Lookup Logic
    * Match by Name
    * Match by Appointment Time
    * Match by Recent Intake
    * Clarification If Multiple Matches
  * 23.5.3 Briefing Delivery (Verbal)
    * Key Facts
    * Score
    * Red Flags
    * Recommendation
    * Natural Conversational Style
  * 23.5.4 Follow-Up Questions
    * Attorney Can Ask More
    * "What did they say about the accident?"
    * Context Maintained During Call
  * 23.5.5 Acceptance Criteria
* 23.6 Red Flag Queries
  * 23.6.1 Query Examples
    * "Any concerns with this one?"
    * "What are the red flags?"
    * "Anything I should watch out for?"
  * 23.6.2 Concern Retrieval
    * Pull Red Flags from Case Briefing
    * Contextual to Current Lead Discussion
  * 23.6.3 Response Format
    * Clear Explanation
    * Severity Indication
    * Example: "One concern: they mentioned they spoke with another attorney already. That might indicate shopping around or complications."
  * 23.6.4 Acceptance Criteria
* 23.7 Calendar-Aware Intelligence
  * 23.7.1 Calendar Integration
    * Read Attorney's Calendar
    * Understand Current Status
  * 23.7.2 Availability Detection
    * In Court
    * In Meeting
    * Free
    * After Hours
  * 23.7.3 Behavior Modification Based on Status
    * Proactive Calls Respect Calendar
    * Notifications Adjusted
    * Urgency Thresholds Change
  * 23.7.4 Acceptance Criteria
* 23.8 Proactive Outbound Calls
  * 23.8.1 What It Is
    * AI Calls Attorney for Urgent Matters
    * Not a Notification—An Actual Phone Call
  * 23.8.2 Urgency Detection Criteria
    * High-Score Lead with Time Sensitivity
    * Court Date Within 48 Hours
    * Safety Concern Mentioned
    * Configurable Thresholds
  * 23.8.3 Call Initiation Logic
    * Check Calendar First
    * Don't Interrupt Court/Meetings
    * Retry Logic If No Answer
  * 23.8.4 Calendar Respect Rules
    * Blocked Time = No Calls
    * Configurable Quiet Hours
    * Override for Extreme Urgency (Optional)
  * 23.8.5 Call Content
    * Brief Explanation of Urgency
    * Key Lead Information
    * Action Options
  * 23.8.6 Acceptance Criteria
* 23.9 Upcoming Appointment Briefings
  * 23.9.1 Pre-Appointment Trigger
    * Configurable Timing (30 Min Before, 1 Hour Before)
    * Automatic or On-Demand
  * 23.9.2 Briefing Content
    * Same as Lead Detail
    * Tailored for Upcoming Meeting
    * Reminder of Key Points
  * 23.9.3 Delivery Method
    * If Automatic: Outbound Call or SMS with Option to Call
    * If On-Demand: Attorney Calls and Asks
  * 23.9.4 Acceptance Criteria

***

**24. Omnichannel Communication Features (Version 2)**

* 24.1 Unified Inbox
  * 24.1.1 What It Is
    * Single View of All Communications
    * Email, LinkedIn, Facebook, SMS, Calls
    * Chronological or Grouped View
  * 24.1.2 Email Integration
    * OAuth Connection (Gmail, Outlook)
    * Read and Display Emails
    * Reply Capability (Optional V2, Maybe Later)
  * 24.1.3 LinkedIn Message Integration
    * OAuth Connection
    * Read LinkedIn Messages
    * Limitations (LinkedIn API Restrictions)
  * 24.1.4 Facebook Message Integration
    * OAuth Connection (Facebook Page)
    * Read Page Messages
    * Response Capability
  * 24.1.5 Unified View Design
    * Conversation Threads
    * Source Indicator (Icon per Channel)
    * Timestamp
    * Lead Association
  * 24.1.6 UI Wireframe Reference
  * 24.1.7 Acceptance Criteria
* 24.2 Email Monitoring
  * 24.2.1 Connection Setup
    * Gmail OAuth
    * Outlook OAuth
    * Permission Scopes
  * 24.2.2 Flagging Logic
    * Priority Detection (Client Name, Urgent Keywords)
    * AI Categorization
  * 24.2.3 Summarization
    * AI-Generated Email Summaries
    * Key Points Extraction
  * 24.2.4 Display in Dashboard
    * Email Widget or Tab
    * Summary View vs. Full View
  * 24.2.5 Voice Assistant Integration
    * "Do I have any important emails?"
    * Summary Delivered Verbally
  * 24.2.6 Acceptance Criteria
* 24.3 Social Media Message Capture
  * 24.3.1 LinkedIn Integration
    * Connection Method
    * Message Retrieval
    * Limitations and Considerations
  * 24.3.2 Facebook Integration
    * Page Connection
    * Message Retrieval
    * Response Capability
  * 24.3.3 Lead Creation from Social
    * If New Prospect Messages on Social
    * Create Lead Record
    * Same Intake Logic (Via Chat Response)
  * 24.3.4 Acceptance Criteria
* 24.4 Channel-Agnostic Lead Intake
  * 24.4.1 Unified Intake Logic
    * Same AI Handles All Channels
    * Same Questions
    * Same Scoring
  * 24.4.2 Source Tracking
    * Lead Record Indicates Source
    * Phone, Chat, Research, LinkedIn, Facebook
    * Useful for Analytics
  * 24.4.3 Acceptance Criteria

***

**25. Marketing Analytics Integration (Version 2)**

* 25.1 Google Ads Integration
  * 25.1.1 Connection Setup
    * OAuth Connection
    * Account/Campaign Selection
  * 25.1.2 Data Retrieved
    * Spend
    * Clicks
    * Impressions
    * Conversions (If Configured)
  * 25.1.3 Display in Dashboard
    * Campaign Performance Widget
    * Key Metrics
  * 25.1.4 Acceptance Criteria
* 25.2 Facebook Ads Integration
  * 25.2.1 Connection Setup
    * OAuth Connection
    * Ad Account Selection
  * 25.2.2 Data Retrieved
    * Spend
    * Reach
    * Clicks
    * Conversions
  * 25.2.3 Display in Dashboard
    * Campaign Performance Widget
    * Key Metrics
  * 25.2.4 Acceptance Criteria
* 25.3 Campaign Performance Dashboard
  * 25.3.1 Unified View
    * All Ad Platforms Combined
    * Total Spend
    * Total Results
  * 25.3.2 Metrics Displayed
    * Cost Per Lead
    * Lead Source Breakdown
    * ROI (If Revenue Tracked)
  * 25.3.3 Date Range Filters
    * This Week, This Month, Custom
  * 25.3.4 UI Wireframe Reference
  * 25.3.5 Acceptance Criteria
* 25.4 Voice Assistant Campaign Queries
  * 25.4.1 Query Examples
    * "How are my campaigns doing?"
    * "What's my cost per lead this month?"
    * "How much have I spent on Google Ads?"
  * 25.4.2 Response Format
    * Summary Stats
    * Comparison to Previous Period
    * Natural Language
  * 25.4.3 Acceptance Criteria

***

**26. Knowledge Base Expansion (Version 2)**

* 26.1 Expanded Topic Slots
  * 26.1.1 Professional Tier: 15 Slots
  * 26.1.2 Upgrade Path from Growth Tier
  * 26.1.3 Slot Management UI
* 26.2 Custom Material Upload
  * 26.2.1 What Attorneys Can Upload
    * Internal Guides
    * Specialized Knowledge
    * Firm-Specific Procedures
  * 26.2.2 Supported File Types
    * PDF
    * Word Documents
    * Text Files
    * (Maybe: Audio/Video Transcription)
  * 26.2.3 Processing Pipeline
    * Upload → Extract Text → Chunk → Embed → Store
    * Processing Time Expectations
    * Progress Indicator
  * 26.2.4 Storage Location
    * Per-Attorney Knowledge Base
    * Separate from Shared Templates
  * 26.2.5 Acceptance Criteria
* 26.3 Case Studies Repository
  * 26.3.1 What Case Studies Are
    * Examples of Past Cases
    * Anonymized Outcomes
    * AI Can Reference in Conversations
  * 26.3.2 Case Study Entry Format
    * Case Type
    * Facts Summary
    * Outcome
    * Lessons/Notes
  * 26.3.3 Entry Interface
    * Form-Based Entry
    * Or Document Upload with Extraction
  * 26.3.4 AI Access to Case Studies
    * Reference in Prospect Conversations
    * Reference in Attorney Prep
  * 26.3.5 Acceptance Criteria

***

# PART V: VERSION 3+ FEATURES (OUT OF SCOPE — FOR REFERENCE)

***

**27. Case Preparation Features (Version 3+ / Complete Tier)**

* 27.1 Case Document Repository Access
  * 27.1.1 Overview
  * 27.1.2 Supported Integrations (Clio, Google Drive, Dropbox, OneDrive)
  * 27.1.3 Document Access Method (Proxy, Not Storage)
  * 27.1.4 Security Considerations
* 27.2 Case Preparation Mode
  * 27.2.1 Overview
  * 27.2.2 Conversation Flow
  * 27.2.3 Document RAG Pipeline
* 27.3 Document Q\&A
  * 27.3.1 Overview
  * 27.3.2 Query Types Supported
* 27.4 Argument Preparation
  * 27.4.1 Overview
  * 27.4.2 Debate Mode
* 27.5 Evidence Review
  * 27.5.1 Overview
  * 27.5.2 Supported Evidence Types
* 27.6 On-Demand Case Summaries
  * 27.6.1 Overview
  * 27.6.2 Trigger Methods

***

**28. Integration Features (Version 3+)**

* 28.1 Clio Integration
  * 28.1.1 Overview
  * 28.1.2 Data Synced
  * 28.1.3 Document Access
* 28.2 Google Drive Integration
  * 28.2.1 Overview
  * 28.2.2 Folder Structure Expectations
* 28.3 Dropbox Integration
  * 28.3.1 Overview
* 28.4 OneDrive Integration
  * 28.4.1 Overview
* 28.5 Additional CRM Integrations
  * 28.5.1 MyCase
  * 28.5.2 PracticePanther
  * 28.5.3 Smokeball
  * 28.5.4 Others
* 28.6 Custom Integrations
  * 28.6.1 Overview
  * 28.6.2 Scoping Process

***

**29. Multi-User and Firm Features (Version 3+ / Firm Tiers)**

* 29.1 Multiple User Seats
* 29.2 Firm-Wide Dashboard
* 29.3 Per-Attorney Views
* 29.4 Shared Knowledge Base
* 29.5 Individual Knowledge Bases
* 29.6 White-Label Options

***

**30. Advanced Support Features (Version 3+)**

* 30.1 Priority Support
* 30.2 Phone Support
* 30.3 Dedicated Onboarding
* 30.4 Quarterly/Monthly Strategy Calls
* 30.5 Dedicated Account Manager

***

**31. Add-On Features (All Versions)**

* 31.1 Additional Topic Slots (5-pack) — \$97/month
* 31.2 Additional Voice Minutes — TBD
* 31.3 Marketing Package Add-On — \$2,497/month
* 31.4 Custom Template Development — \$497 one-time
* 31.5 Additional User Seats — \$497/month
* 31.6 Dedicated Phone Numbers — \$47/month

***

# PART VI: TECHNICAL SPECIFICATIONS

***

**32. Data Model**

* 32.1 Entity Relationship Diagram
* 32.2 Lead/Prospect Schema
  * 32.2.1 Fields
  * 32.2.2 Relationships
  * 32.2.3 Indexes
* 32.3 Intake Conversation Schema
  * 32.3.1 Fields
  * 32.3.2 Relationships
  * 32.3.3 Indexes
* 32.4 Case Briefing Schema
  * 32.4.1 Fields
  * 32.4.2 Relationships
  * 32.4.3 Indexes
* 32.5 Scoring Data Schema
  * 32.5.1 Fields
  * 32.5.2 Relationships
* 32.6 Appointment Schema
  * 32.6.1 Fields
  * 32.6.2 Relationships
* 32.7 Knowledge Base Schema
  * 32.7.1 Topic Schema
  * 32.7.2 Document Chunk Schema
  * 32.7.3 Embedding Storage
* 32.8 User/Attorney Schema
  * 32.8.1 Fields
  * 32.8.2 Relationships
  * 32.8.3 Authentication Data
* 32.9 Firm Schema (For Version 3+)
  * 32.9.1 Fields
  * 32.9.2 Relationships
* 32.10 Notification Schema
  * 32.10.1 Fields
  * 32.10.2 Relationships
* 32.11 Marketing Content Schema
  * 32.11.1 Fields
  * 32.11.2 Relationships
* 32.12 Transcript Schema
  * 32.12.1 Fields
  * 32.12.2 Storage Considerations

***

**33. API Specifications**

* 33.1 Internal APIs Overview
  * 33.1.1 API Architecture (REST, GraphQL)
  * 33.1.2 Authentication Method
  * 33.1.3 Versioning Strategy
* 33.2 Lead API
  * 33.2.1 Endpoints
  * 33.2.2 Request/Response Formats
  * 33.2.3 Error Codes
* 33.3 Appointment API
  * 33.3.1 Endpoints
  * 33.3.2 Request/Response Formats
  * 33.3.3 Error Codes
* 33.4 Knowledge Base API
  * 33.4.1 Endpoints
  * 33.4.2 Request/Response Formats
  * 33.4.3 Error Codes
* 33.5 User/Attorney API
  * 33.5.1 Endpoints
  * 33.5.2 Request/Response Formats
  * 33.5.3 Error Codes
* 33.6 Notification API
  * 33.6.1 Endpoints
  * 33.6.2 Request/Response Formats
* 33.7 GoToConnect API Usage
  * 33.7.1 Endpoints Used
  * 33.7.2 Authentication
  * 33.7.3 Rate Limits
  * 33.7.4 Error Handling
* 33.8 GoHighLevel API Usage
  * 33.8.1 Endpoints Used
  * 33.8.2 Authentication
  * 33.8.3 Rate Limits
  * 33.8.4 Error Handling
* 33.9 Calendar API Integration (Google)
  * 33.9.1 OAuth Flow
  * 33.9.2 Endpoints Used
  * 33.9.3 Scopes Required
  * 33.9.4 Error Handling
* 33.10 Calendar API Integration (Outlook)
  * 33.10.1 OAuth Flow
  * 33.10.2 Endpoints Used
  * 33.10.3 Scopes Required
  * 33.10.4 Error Handling
* 33.11 Social Media APIs
  * 33.11.1 LinkedIn API
  * 33.11.2 Facebook API
  * 33.11.3 Limitations and Considerations
* 33.12 Webhook Endpoints
  * 33.12.1 Incoming Webhooks (Receiving)
  * 33.12.2 Outgoing Webhooks (Sending)
  * 33.12.3 Security (Signature Verification)
  * 33.12.4 Retry Logic

***

**34. User Interface Specifications**

* 34.1 Design System
  * 34.1.1 Design Principles
  * 34.1.2 Color Palette
  * 34.1.3 Typography
  * 34.1.4 Component Library
  * 34.1.5 Responsive Breakpoints
* 34.2 Prospect-Facing Interfaces
  * 34.2.1 Research Chat UI
    * Layout Specification
    * Component Breakdown
    * Interaction States
    * Mobile Adaptation
  * 34.2.2 Corner Chatbot UI
    * Widget Specification
    * Expanded View Specification
    * Interaction States
    * Mobile Adaptation
  * 34.2.3 Website Integration Requirements
    * Embed Code Structure
    * CSS Isolation
    * Z-Index Considerations
    * Performance Requirements
* 34.3 Attorney Dashboard UI
  * 34.3.1 Navigation Structure
    * Menu Items
    * Hierarchy
    * Mobile Navigation
  * 34.3.2 Dashboard Home Wireframe (V1)
  * 34.3.3 Dashboard Home Wireframe (V2)
  * 34.3.4 Leads View Wireframe (V1)
  * 34.3.5 Leads View Wireframe (V2)
  * 34.3.6 Lead Detail/Briefing View Wireframe (V2)
  * 34.3.7 Calendar View Wireframe
  * 34.3.8 Pipeline View Wireframe (V2)
  * 34.3.9 Unified Inbox Wireframe (V2)
  * 34.3.10 Settings Panel Wireframe
  * 34.3.11 Analytics Dashboard Wireframe (V2)
* 34.4 Onboarding Wizard UI
  * 34.4.1 Step-by-Step Wireframes
  * 34.4.2 Progress Indicator
  * 34.4.3 Help/Tooltip Content
* 34.5 Mobile Responsiveness
  * 34.5.1 Mobile-First Approach
  * 34.5.2 Touch Interactions
  * 34.5.3 Reduced Feature Set (If Any)
  * 34.5.4 Testing Requirements

***

**35. Reporting and Analytics (Internal to Dashboard)**

* 35.1 Lead Funnel Metrics
  * 35.1.1 Leads → Scheduled → Consultations → Retained
  * 35.1.2 Conversion Rates
  * 35.1.3 Display in Dashboard
* 35.2 Source Tracking
  * 35.2.1 Leads by Source (Phone, Chat, Research, Social)
  * 35.2.2 Performance by Source
* 35.3 Time-Based Reports
  * 35.3.1 Daily/Weekly/Monthly Views
  * 35.3.2 Trend Charts
* 35.4 Exportable Reports
  * 35.4.1 Export Formats (CSV, PDF)
  * 35.4.2 Data Included
* 35.5 Acceptance Criteria

***

# PART VII: NON-FUNCTIONAL REQUIREMENTS

***

**36. Performance Requirements**

* 36.1 Response Time Targets
  * 36.1.1 Dashboard Page Load (\< 2 seconds)
  * 36.1.2 Chat AI Response (\< 3 seconds)
  * 36.1.3 Voice AI Response (\< 1.5 seconds latency)
  * 36.1.4 API Response (\< 500ms)
* 36.2 Throughput Requirements
  * 36.2.1 Concurrent Users Supported
  * 36.2.2 Concurrent Calls Supported
  * 36.2.3 Concurrent Chat Sessions Supported
* 36.3 Performance Testing Approach

***

**37. Availability and Uptime**

* 37.1 Uptime Target (99.9%)
* 37.2 Planned Maintenance Windows
* 37.3 Incident Response SLA
* 37.4 Monitoring and Alerting
  * 37.4.1 What's Monitored
  * 37.4.2 Alerting Channels
  * 37.4.3 On-Call Procedures

***

**38. Scalability**

* 38.1 Horizontal Scaling Strategy
* 38.2 Database Scaling
* 38.3 Voice AI Scaling
* 38.4 Growth Projections and Capacity Planning

***

**39. Security Requirements**

* 39.1 Authentication
  * 39.1.1 Attorney Login (Email/Password, OAuth)
  * 39.1.2 Session Management
  * 39.1.3 Password Requirements
  * 39.1.4 Two-Factor Authentication (Optional/Required)
* 39.2 Authorization
  * 39.2.1 Role-Based Access Control
  * 39.2.2 Roles Defined
  * 39.2.3 Permission Matrix
* 39.3 Data Encryption
  * 39.3.1 At Rest
  * 39.3.2 In Transit
* 39.4 Input Validation
  * 39.4.1 Sanitization
  * 39.4.2 Injection Prevention
* 39.5 Audit Logging
  * 39.5.1 What's Logged
  * 39.5.2 Log Retention
  * 39.5.3 Log Access
* 39.6 Vulnerability Management
  * 39.6.1 Dependency Scanning
  * 39.6.2 Penetration Testing (Cadence)
* 39.7 Incident Response Plan

***

**40. Data Privacy and Compliance**

* 40.1 Data Collection
  * 40.1.1 What Data Is Collected
  * 40.1.2 Purpose of Each Data Type
  * 40.1.3 Consent Mechanisms
* 40.2 Data Retention
  * 40.2.1 Retention Periods by Data Type
  * 40.2.2 Deletion Procedures
* 40.3 Data Subject Rights
  * 40.3.1 Access Requests
  * 40.3.2 Deletion Requests
  * 40.3.3 Export Requests
* 40.4 CCPA Compliance
* 40.5 GDPR Considerations
* 40.6 HIPAA Considerations
* 40.7 Privacy Policy Requirements

***

**41. Browser and Device Support**

* 41.1 Supported Browsers
  * 41.1.1 Chrome (Latest 2 Versions)
  * 41.1.2 Firefox (Latest 2 Versions)
  * 41.1.3 Safari (Latest 2 Versions)
  * 41.1.4 Edge (Latest 2 Versions)
* 41.2 Supported Devices
  * 41.2.1 Desktop (Windows, Mac)
  * 41.2.2 Tablet (iPad, Android Tablets)
  * 41.2.3 Mobile (iPhone, Android Phones)
* 41.3 Minimum Screen Resolutions
* 41.4 Accessibility Requirements
  * 41.4.1 WCAG 2.1 Level AA Target
  * 41.4.2 Screen Reader Compatibility
  * 41.4.3 Keyboard Navigation

***

# PART VIII: TESTING AND QUALITY ASSURANCE

***

**42. Testing Strategy**

* 42.1 Testing Levels
  * 42.1.1 Unit Testing
  * 42.1.2 Integration Testing
  * 42.1.3 End-to-End Testing
  * 42.1.4 User Acceptance Testing
* 42.2 Testing Environments
  * 42.2.1 Development
  * 42.2.2 Staging
  * 42.2.3 Production

***

**43. Test Cases by Feature Area**

* 43.1 Voice AI Testing
  * 43.1.1 Call Flow Tests
  * 43.1.2 Speech Recognition Tests
  * 43.1.3 Response Quality Tests
  * 43.1.4 Error Handling Tests
  * 43.1.5 Compliance Disclosure Tests
* 43.2 Chat AI Testing
  * 43.2.1 Conversation Flow Tests
  * 43.2.2 Knowledge Base Accuracy Tests
  * 43.2.3 Intake Completion Tests
  * 43.2.4 Error Handling Tests
* 43.3 Dashboard Testing
  * 43.3.1 Functional Tests
  * 43.3.2 UI/UX Tests
  * 43.3.3 Responsive Design Tests
  * 43.3.4 Performance Tests
* 43.4 Integration Testing
  * 43.4.1 GoToConnect Integration Tests
  * 43.4.2 GoHighLevel Integration Tests
  * 43.4.3 Calendar Integration Tests
  * 43.4.4 Webhook Tests
* 43.5 Marketing Automation Testing
  * 43.5.1 Email Delivery Tests
  * 43.5.2 SMS Delivery Tests
  * 43.5.3 Automation Trigger Tests
* 43.6 Security Testing
  * 43.6.1 Authentication Tests
  * 43.6.2 Authorization Tests
  * 43.6.3 Penetration Tests

***

**44. Load Testing**

* 44.1 Load Test Scenarios
* 44.2 Expected Load Profiles
* 44.3 Pass/Fail Criteria
* 44.4 Tools and Methodology

***

**45. Acceptance Testing Criteria**

* 45.1 Definition of Done
* 45.2 Sign-Off Process
* 45.3 Bug Severity Classification
* 45.4 Release Criteria

***

# PART IX: LAUNCH AND OPERATIONS

***

**46. Launch Requirements**

* 46.1 Version 1 Launch Checklist
  * 46.1.1 Infrastructure Readiness
  * 46.1.2 Feature Completeness
  * 46.1.3 Testing Completeness
  * 46.1.4 Documentation Readiness
  * 46.1.5 Support Readiness
  * 46.1.6 Legal/Compliance Readiness
  * 46.1.7 Marketing Readiness
* 46.2 Version 2 Launch Checklist
  * 46.2.1 Same Categories as V1
  * 46.2.2 Migration Testing
  * 46.2.3 Existing Customer Communication
* 46.3 Go/No-Go Decision Process
* 46.4 Rollback Plan

***

**47. Billing and Payment System**

* 47.1 Payment Processor
  * 47.1.1 Stripe Integration
  * 47.1.2 Payment Methods Accepted
* 47.2 Subscription Management
  * 47.2.1 Plan Selection
  * 47.2.2 Billing Cycle (Monthly)
  * 47.2.3 Upgrade/Downgrade Flows
  * 47.2.4 Cancellation Flow
* 47.3 Usage-Based Billing (For Add-Ons)
  * 47.3.1 Usage Tracking
  * 47.3.2 Overage Handling
* 47.4 Invoicing
  * 47.4.1 Invoice Generation
  * 47.4.2 Invoice Delivery
* 47.5 Failed Payment Handling
  * 47.5.1 Retry Logic
  * 47.5.2 Grace Period
  * 47.5.3 Account Suspension
* 47.6 Acceptance Criteria

***

**48. Oxford Pierpont Admin Panel**

* 48.1 Purpose
  * 48.1.1 Internal Tool for Managing LogicLegal
  * 48.1.2 Not Visible to Attorneys
* 48.2 Attorney Onboarding Tools
  * 48.2.1 Create New Attorney Account
  * 48.2.2 Provision GoToConnect
  * 48.2.3 Provision GoHighLevel Sub-Account
  * 48.2.4 Configure Knowledge Base
* 48.3 Account Management
  * 48.3.1 View All Accounts
  * 48.3.2 Account Status (Active, Suspended, Cancelled)
  * 48.3.3 Account Details View
  * 48.3.4 Edit Account Settings
* 48.4 System Health Monitoring
  * 48.4.1 Service Status Dashboard
  * 48.4.2 Error Rates
  * 48.4.3 Performance Metrics
  * 48.4.4 Alerts and Notifications
* 48.5 Support Tools
  * 48.5.1 Impersonate Attorney (View Their Dashboard)
  * 48.5.2 View Attorney's Leads/Activity
  * 48.5.3 Trigger Manual Actions (Re-send Email, etc.)
* 48.6 Reporting
  * 48.6.1 Total Accounts
  * 48.6.2 Revenue Metrics
  * 48.6.3 Usage Metrics
  * 48.6.4 Churn Metrics
* 48.7 Acceptance Criteria

***

**49. Attorney Documentation and Training**

* 49.1 Help Center
  * 49.1.1 Platform (Zendesk, Notion, Custom)
  * 49.1.2 Article Categories
  * 49.1.3 Search Functionality
* 49.2 Documentation Content
  * 49.2.1 Getting Started Guide
  * 49.2.2 Feature Guides
  * 49.2.3 FAQ
  * 49.2.4 Troubleshooting
* 49.3 Video Tutorials
  * 49.3.1 Onboarding Walkthrough
  * 49.3.2 Feature Demonstrations
  * 49.3.3 Tips and Best Practices
* 49.4 In-App Guidance
  * 49.4.1 Tooltips
  * 49.4.2 Guided Tours (First Login)
  * 49.4.3 Contextual Help
* 49.5 Acceptance Criteria

***

**50. Support Operations**

* 50.1 Support Channels
  * 50.1.1 Email Support
  * 50.1.2 In-App Chat (Future)
  * 50.1.3 Phone Support (Higher Tiers)
* 50.2 Support Hours
  * 50.2.1 Standard Hours
  * 50.2.2 Extended Hours (Higher Tiers)
* 50.3 Response Time SLAs
  * 50.3.1 By Tier
  * 50.3.2 By Severity
* 50.4 Ticketing System
  * 50.4.1 Platform Selection
  * 50.4.2 Workflow Configuration
* 50.5 Escalation Procedures
* 50.6 Knowledge Base for Support Team

***

# PART X: PROJECT MANAGEMENT

***

**51. Risks and Mitigations**

* 51.1 Technical Risks
  * 51.1.1 Risk: LiveKit Integration Complexity
  * 51.1.2 Risk: Voice AI Quality Issues
  * 51.1.3 Risk: Third-Party API Reliability
  * 51.1.4 Risk: Scaling Challenges
  * 51.1.5 Mitigation Strategies
* 51.2 Market Risks
  * 51.2.1 Risk: Slow Attorney Adoption
  * 51.2.2 Risk: Competitive Response
  * 51.2.3 Risk: Pricing Sensitivity
  * 51.2.4 Mitigation Strategies
* 51.3 Operational Risks
  * 51.3.1 Risk: Support Overwhelm
  * 51.3.2 Risk: Content Production Bottleneck
  * 51.3.3 Risk: Key Personnel Dependency
  * 51.3.4 Mitigation Strategies
* 51.4 Compliance Risks
  * 51.4.1 Risk: State Bar Concerns
  * 51.4.2 Risk: AI Disclosure Violations
  * 51.4.3 Risk: Data Privacy Violations
  * 51.4.4 Mitigation Strategies

***

**52. Dependencies**

* 52.1 External Dependencies
  * 52.1.1 GoToConnect (Telephony)
  * 52.1.2 LiveKit (Voice AI)
  * 52.1.3 GoHighLevel (Marketing Automation)
  * 52.1.4 Google/Microsoft (Calendar)
  * 52.1.5 Stripe (Payments)
  * 52.1.6 LLM Provider (Claude/GPT)
* 52.2 Internal Dependencies
  * 52.2.1 Knowledge Base Content
  * 52.2.2 Marketing Content Templates
  * 52.2.3 Legal Review
  * 52.2.4 Design Assets
* 52.3 Content Dependencies
  * 52.3.1 State Law Data
  * 52.3.2 Practice Area Templates
  * 52.3.3 Intake Question Trees
  * 52.3.4 Compliance Scripts

***

**53. Timeline and Milestones**

* 53.1 Version 1 Timeline
  * 53.1.1 Phase 1: Infrastructure Setup (Weeks 1-2)
    * Tasks
    * Deliverables
    * Dependencies
  * 53.1.2 Phase 2: Core AI Development (Weeks 3-6)
    * Voice AI Integration
    * Chat AI Integration
    * Knowledge Base Setup
    * Tasks
    * Deliverables
    * Dependencies
  * 53.1.3 Phase 3: Dashboard Development (Weeks 5-8)
    * Basic Dashboard
    * Lead Views
    * Calendar Integration
    * Settings
    * Tasks
    * Deliverables
    * Dependencies
  * 53.1.4 Phase 4: Marketing Automation Configuration (Weeks 7-9)
    * GoHighLevel Setup
    * Workflows
    * Templates
    * Tasks
    * Deliverables
    * Dependencies
  * 53.1.5 Phase 5: Integration and Testing (Weeks 9-11)
    * End-to-End Testing
    * Bug Fixes
    * Performance Testing
    * Tasks
    * Deliverables
    * Dependencies
  * 53.1.6 Phase 6: Beta Launch (Week 12)
    * Limited Release
    * Feedback Collection
    * Tasks
    * Deliverables
  * 53.1.7 Phase 7: Version 1 General Availability (Week 14)
    * Full Launch
    * Marketing Push
    * Tasks
    * Deliverables
* 53.2 Version 2 Timeline
  * 53.2.1 Phase 1: Case Briefings Engine (Weeks 15-17)
    * Tasks
    * Deliverables
    * Dependencies
  * 53.2.2 Phase 2: Smart Dashboard Development (Weeks 17-20)
    * Tasks
    * Deliverables
    * Dependencies
  * 53.2.3 Phase 3: Attorney Voice Assistant (Weeks 19-22)
    * Tasks
    * Deliverables
    * Dependencies
  * 53.2.4 Phase 4: Omnichannel Integration (Weeks 21-24)
    * Tasks
    * Deliverables
    * Dependencies
  * 53.2.5 Phase 5: Marketing Analytics (Weeks 23-25)
    * Tasks
    * Deliverables
    * Dependencies
  * 53.2.6 Phase 6: Testing and QA (Weeks 25-27)
    * Tasks
    * Deliverables
  * 53.2.7 Phase 7: Version 2 Release (Week 28)
    * Tasks
    * Deliverables
* 53.3 Summary Timeline
  * 53.3.1 Version 1: \~14 Weeks (3.5 Months)
  * 53.3.2 Version 2: \~14 Weeks After V1 (3.5 Months)
  * 53.3.3 Total V1 + V2: \~28 Weeks (7 Months)
* 53.4 Gantt Chart Reference

***

# PART XI: APPENDICES

***

**54. Appendix A: Glossary of Terms**

* 54.1 LogicLegal-Specific Terms
* 54.2 Legal Industry Terms
* 54.3 Technical Terms

***

**55. Appendix B: Intake Question Trees (Full Detail)**

* 55.1 Criminal Defense Questions
  * 55.1.1 Full Question List
  * 55.1.2 Branching Logic
  * 55.1.3 Scoring Impact per Question
* 55.2 Family Law Questions
  * 55.2.1 Full Question List
  * 55.2.2 Branching Logic
  * 55.2.3 Scoring Impact per Question
* 55.3 Personal Injury Questions
  * 55.3.1 Full Question List
  * 55.3.2 Branching Logic
  * 55.3.3 Scoring Impact per Question
* 55.4 Immigration Law Questions
  * 55.4.1 Full Question List
  * 55.4.2 Branching Logic
  * 55.4.3 Scoring Impact per Question

***

**56. Appendix C: Sample Marketing Content Examples**

* 56.1 Sample SEO Article (Criminal Defense)
* 56.2 Sample SEO Article (Family Law)
* 56.3 Sample LinkedIn Post
* 56.4 Sample FAQ Page Content

***

**57. Appendix D: Competitor Analysis Reference**

* 57.1 LegalClerk.ai
* 57.2 Smith.ai
* 57.3 Clio Grow
* 57.4 Lawmatics
* 57.5 Feature Comparison Matrix
* 57.6 Pricing Comparison
* 57.7 LogicLegal Differentiation

***

**58. Appendix E: Full Feature List by Tier (Reference Table)**

* 58.1 Complete Feature Matrix
* 58.2 Version Availability Matrix

***

**59. Appendix F: Scoring Criteria Detail**

* 59.1 Criminal Defense Scoring Rubric
* 59.2 Family Law Scoring Rubric
* 59.3 Personal Injury Scoring Rubric
* 59.4 Immigration Scoring Rubric
* 59.5 General Scoring Principles

***

**60. Appendix G: State Recording Consent Laws Reference**

* 60.1 One-Party Consent States
* 60.2 Two-Party Consent States
* 60.3 Implications for LogicLegal

***

**61. Appendix H: AI Disclosure Script Templates**

* 61.1 Phone Greeting with Disclosure
* 61.2 Chat Disclosure Message
* 61.3 Recording Consent Script
* 61.4 "Not Legal Advice" Disclaimer Script

***

**62. Appendix I: Notification Templates**

* 62.1 New Lead Email Notification
* 62.2 New Lead SMS Notification
* 62.3 Appointment Confirmation Email
* 62.4 Appointment Reminder SMS
* 62.5 Appointment Reminder Email
* 62.6 Nurture Sequence Emails

***

**63. Appendix J: Error Messages and User-Facing Copy**

* 63.1 Error Message Guidelines
* 63.2 Error Message Catalog
* 63.3 Success Message Catalog

***

**64. Appendix K: Third-Party Service Documentation Links**

* 64.1 GoToConnect API Documentation
* 64.2 LiveKit Documentation
* 64.3 GoHighLevel API Documentation
* 64.4 Google Calendar API Documentation
* 64.5 Microsoft Graph API Documentation
* 64.6 Stripe API Documentation

***

## Outline Summary

| Part | Sections | Purpose                                                                      |
| ---- | -------- | ---------------------------------------------------------------------------- |
| I    | 1-6      | Foundation (Overview, Problem, Vision, Personas, Pricing, Release Strategy)  |
| II   | 7-11     | Platform Architecture (Technical Foundation, Branding, Compliance, Failover) |
| III  | 12-20    | Version 1 Features (MVP)                                                     |
| IV   | 21-26    | Version 2 Features                                                           |
| V    | 27-31    | Version 3+ Features (Reference Only)                                         |
| VI   | 32-35    | Technical Specifications (Data Model, APIs, UI, Analytics)                   |
| VII  | 36-41    | Non-Functional Requirements (Performance, Security, Compliance)              |
| VIII | 42-45    | Testing and QA                                                               |
| IX   | 46-50    | Launch and Operations (Billing, Admin, Docs, Support)                        |
| X    | 51-53    | Project Management (Risks, Dependencies, Timeline)                           |
| XI   | 54-64    | Appendices (Reference Materials)                                             |

***

**Total Sections: 64**
**Estimated Final Document Length: 150-200 Pages**

***