Predict outcomes before you file — with measurable PI results.
Probability-led litigation strategy: outcome likelihood, settlement ranges, damages exposure, and judge/venue tendencies — delivered with calibration, audit trails, and confidence scoring.
PI Results Dashboard (Legal)
PI Results translate model performance into defensible metrics: accuracy, calibration, lift, and impact (risk reduction + savings).
Deliverable pack: (1) executive PI summary, (2) probability outputs, (3) explainability drivers, (4) monitoring status, (5) PI appendix (validation artifacts).
Judge/Venue Trends + Probability Gauge
These visuals communicate PI results clearly with trends and calibrated probabilities.
Judge/Venue Trend — Motion Grant Rate (12 months)
Outcome Probability Gauge
62%
Predicted win likelihood
Core Modules
Each module produces its own PI metrics so you can prove value per workflow.
Case Outcome Prediction
Predict likely outcomes by claim type, jurisdiction, and comparable history (with confidence scoring).
Judge & Venue Analytics
Signals on tendencies, timelines, motion outcomes, and variance — plus "why" drivers.
Settlement Forecasting
Expected value + negotiation ranges with scenario bands and sensitivity drivers.
ROI Estimator (Legal PI Impact)
Convert PI results into dollars: avoided loss + improved settlement positioning + productivity gains.
Case Intake (for forecasting)
Paste a sanitized summary (no privileged details). This form can be wired to your backend later.
Downloadable PI Report
Generate a comprehensive PI report with all your inputs and predictions.
PI Report Generator
Generate a compact PI report with your current inputs, ROI calculations, and predictions.
Client-side generation via jsPDF.FAQ (Legal & PI Results)
Answers for partners, GCs, compliance, and leadership who need defensible analytics.
Is this a "black box" prediction?
No. Outputs are calibrated probabilities with explainability drivers, confidence tiers, and governance artifacts (model cards, audit logs, monitoring).
Can it replace legal judgment?
No. This is decision support. Use it to inform strategy, triage, budgeting, and negotiation — always with human review.
How do we handle privacy and privilege?
Use sanitized intake, limit retention, apply access controls, and keep audit trails. Sensitive details should remain in privileged systems with strict policy controls.
Microsoft Legal AI Scenarios
Explore Microsoft's comprehensive library of AI adoption scenarios specifically designed for legal departments and law firms. Discover practical use cases, implementation guides, and best practices for integrating AI into your legal workflow.
Visit Microsoft Legal Scenario LibraryJudicial Resources & Legal Databases
Access comprehensive legal research tools and judicial information to support your predictive analytics.