Multi-Agent AI System
Victoria AI is not a single chatbot—it’s a team of specialized AI legal assistants working together through an intelligent orchestrator. Each agent has:- Domain-specific expertise trained on relevant legal knowledge
- Access to CaseMind memory for contextual awareness
- LexVault integration for document-grounded responses
- Cost optimization using the right model for each task
The 4 Chat Agents
Victoria provides 4 interactive chat agents for different users and use cases:Co-Counsel
For Law Firms: General legal strategy, motion drafting, and legal research
Financial Analyst
For Law Firms: Asset division, spousal support, and financial calculations
Discovery Manager
For Law Firms: Discovery strategy, document requests, and interrogatories
Client Liaison
For Clients: 24/7 case questions, document search, and general guidance
Victoria also includes specialized onboarding agents (firm, case, and client setup) and backend AI functions (case insights, memory extraction, deadline tracking) that work automatically behind the scenes. See Backend AI for technical details.
How Agent Routing Works
When you ask Victoria a question, here’s what happens:1
Request Analysis
The Orchestrator analyzes your question to determine which specialist agent should handle it
2
Context Assembly
The selected agent gathers relevant information from:
- CaseMind memory (past conversations and extracted facts)
- LexVault documents (uploaded case files)
- Case metadata (parties, dates, jurisdiction)
3
Expert Processing
The specialist agent processes your request using:
- Domain-specific prompts and knowledge
- Appropriate Claude model (Haiku/Sonnet/Opus)
- Relevant legal frameworks and templates
4
Response Delivery
You receive a detailed, contextual response with:
- Direct answer to your question
- Relevant citations or references
- Follow-up suggestions
5
Memory Update
New information is extracted and stored in CaseMind for future reference
Model Selection
Victoria automatically chooses the right Claude model for each task:| Task Type | Model | Speed | Cost | Best For |
|---|---|---|---|---|
| Routing & Classification | Claude Haiku 4.5 | ~200ms | 4 | Quick decisions |
| Legal Strategy & Drafting | Claude Sonnet 4.5 | ~2-5s | 15 | Most tasks |
| Complex Financial Calculations | Claude Opus 4.1 | ~5-10s | 75 | Precision work |
Conversational Context
Victoria maintains conversation context within each chat session:- Short-term memory: Recent messages in the current conversation
- Long-term memory: All extracted facts stored in CaseMind
- Document grounding: Relevant content from uploaded documents
Cost Tracking
Every Victoria AI request is tracked with:- Token usage (input/output)
- Model used (Haiku/Sonnet/Opus)
- Cost calculation in real-time
- Attribution to case, lawyer, and agent
Best Practices
Choose the Right Agent
Choose the Right Agent
- Co-Counsel: Legal strategy, motions, general questions
- Financial Analyst: Calculations, asset division, support
- Discovery Manager: Discovery planning and document requests
- Client Liaison: Client-facing 24/7 support (in Client Portal)
Provide Context
Provide Context
The more context you provide, the better Victoria’s responses:
- Reference specific documents: “Based on the financial affidavit…”
- Mention jurisdiction: “Under California law…”
- State your goal: “I need a motion to modify support because…”
Upload Documents First
Upload Documents First
Before asking Victoria about a case:
- Upload key documents to LexVault
- Wait for AI processing to complete
- Then ask questions that reference those documents
Review AI Output
Review AI Output
Always review and edit Victoria’s output before filing or sending:
- Check facts against source documents
- Verify calculations independently
- Ensure jurisdiction-specific requirements
- Add your professional judgment
Agent Capabilities Matrix
| Capability | Co-Counsel | Financial | Discovery | Client Liaison |
|---|---|---|---|---|
| Motion Drafting | ✅ Expert | ❌ | ❌ | ❌ |
| Legal Research | ✅ Expert | ⚠️ Basic | ⚠️ Basic | ❌ |
| Financial Calculations | ⚠️ Basic | ✅ Expert | ❌ | ❌ |
| Asset Division | ⚠️ Basic | ✅ Expert | ❌ | ❌ |
| Discovery Strategy | ⚠️ Basic | ❌ | ✅ Expert | ❌ |
| Document Requests | ❌ | ❌ | ✅ Expert | ❌ |
| Client Q&A | ⚠️ Basic | ❌ | ❌ | ✅ Expert |
| Document Search (Client) | ❌ | ❌ | ❌ | ✅ Expert |
| General Legal Info | ⚠️ Basic | ❌ | ❌ | ✅ Expert |