CJAi - Federal Sentencing Intelligence

Western District of Texas | Advanced Analytics & AI-Powered Legal Research

299,558
📄 Total Documents
26,805+
⚖️ Sentences Analyzed
6
👨‍⚖️ District Judges
193
🎵 Audio Files

💬 AI Legal Chat

Interactive AI assistant for legal research, case analysis, and strategic recommendations.

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🔍 Semantic Search

Search across case documents, precedents, and PSR data using natural language queries.

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📁 Document Upload

Upload PSRs and legal documents for AI analysis and structured data extraction.

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👨‍⚖️ District Judge Profiles

Sentencing patterns based on 26,805+ analyzed sentences

David Briones
4,160 sentences
Avg Sentence 49.5 months
Departure Rate 0.3%
Below Guidelines 3.2%
Consistency Variable
Kathleen Cardone
12,699 sentences
Avg Sentence 72.0 months
Departure Rate 3.3%
Below Guidelines 12.1%
Consistency Variable
David C. Guaderrama
1,471 sentences
Avg Sentence 24.8 months
Departure Rate 0.0%
Below Guidelines 0.0%
Consistency Moderate
Philip R. Martinez
1,685 sentences
Avg Sentence 31.9 months
Departure Rate 0.9%
Below Guidelines 13.6%
Consistency High
Frank Montalvo
6,667 sentences
Avg Sentence 77.4 months
Departure Rate 0.8%
Below Guidelines 2.6%
Consistency Variable
Leon Schydlower
123 sentences
Avg Sentence 29.2 months
Departure Rate 0.0%
Below Guidelines 0.0%
Consistency High

🎯 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: Active

🟢 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.