🟢 Interactive Demo · LGL-03⏱️ Try in ~2 min
Case Outcome Prediction
Historic precedent + case features → predicted outcome and key drivers.
👉 For
Litigation strategist
😖 Current pain
Settlement decisions rely on partner gut.
✨ With AI
Probability-grounded decision with cited precedents.
🎮 Interactive demo
Real functional demo · auto-plays after case selection📈 Forecast & Recommendation
Case Outcome Model · Commercial Litigation
Win probability (trial)
58%
Avg verdict (winning)
$3.4M
Avg cost (loss)
$1.1M
Settle range (median)
$1.6-2.2M
Win probability over similar precedents (sorted)
🎯 AI Recommendations
Settle in range $1.8-2.0M
conf 81%Expected value of trial = 0.58 × 3.4M − 0.42 × 1.1M = $1.51M. Settle at midpoint locks gain.
→ Save ~$1.4M variance
If client demands trial: focus on damages mitigation
conf 72%Precedent shows judgment cap reduces variance; aggressive expert prep helps.
💰 ROI across three dimensions
Itemized indicators across each dimension for a complete view
💰
Financial
Better settle/try decisions
expected value +18%
⏱️
Efficiency
Strategy assessment days → hours
🏢
Organizational
Data-driven litigation strategy
🧩 AI capabilities used
F1Trend / Demand Forecasting· PredictionF3Recommendation System· PredictionC1Retrieval-Augmented Generation (RAG)· Retrieval
Want to deploy in your Legal & Compliance?
Orion 4-12 weeks delivery · on-premise option · fully compliant