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LogicLegal by Oxford Pierpont

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Product Requirements Document — Versions 1 & 2

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Comprehensive Outline (Final)

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PART I: FOUNDATION

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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)

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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

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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

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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)

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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

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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

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PART II: PLATFORM ARCHITECTURE

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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

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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)

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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)

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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

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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)

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PART III: VERSION 1 FEATURES (MVP)

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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

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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

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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

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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

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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

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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

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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

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PART XI: APPENDICES

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54. Appendix A: Glossary of Terms

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

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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

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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

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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

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

• 58.1 Complete Feature Matrix
• 58.2 Version Availability Matrix

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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

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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

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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

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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

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

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

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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

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Outline Summary

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

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