CJAi - Federal Sentencing Intelligence
Western District of Texas | Advanced Analytics & AI-Powered Legal Research
💬 AI Legal Chat
Interactive AI assistant for legal research, case analysis, and strategic recommendations.
Start Conversation🔍 Semantic Search
Search across case documents, precedents, and PSR data using natural language queries.
Search Documents📁 Document Upload
Upload PSRs and legal documents for AI analysis and structured data extraction.
Upload Documents👨⚖️ District Judge Profiles
Sentencing patterns based on 0+ analyzed sentences
Judge profile data will appear here once the analytics engine processes the case data.
🎯 USSG Historical Normalization
Era-specific analysis with guideline-adjusted metrics
Pre-Drug Reform
2010-2014
Factor: 1.0
Post-Drug Reform
2014-2016
Factor: 0.85
Career Offender Era
2016-2019
Factor: 0.9
First Step Act
2019-2022
Factor: 0.8
Modern Era
2023-Present
Factor: 0.75
🚀 Strategic Insights
- ✅ True judicial behavior analysis (guideline-independent)
- ✅ Historical sentence normalization (2014-2025)
- ✅ Era-specific prosecutorial adaptation tracking
- ✅ Guideline-adjusted departure rate calculation
💡 Platform Advantages
- 🎯 USSG-normalized trend analysis
- 📊 10+ years of clean, normalized data
- ⚖️ Professional legal methodology
- 🏆 AI-powered case research
System Status
🟢 Database Connected: Inactive
🟢 USSG Integration: Active
🟢 AI Chat: Ready
🟢 Texas Western District: Operational
📋 Data & Methodology
Judge profiles are derived from federal court records (PACER) and audio recordings from the Western District of Texas, El Paso Division. Metrics include sentencing outcomes, guideline departures, and courtroom communication analysis. Data spans 2015-2025.