Analytics Overview
CASE TYPES
SETTLEMENT VALUES
TOP REGIONS
Trends Analysis
Key Insights
Overview
Daril AI is a provider and legal intelligence tool designed to accelerate risk insight across underwriting, claims, and legal strategy at ProAssurance. It unifies NPI-level provider data with case-level legal filings, judge and attorney histories, and venue patterns.
Daril AI is part of Growth Protocol's and ProAssurance's Product 1.0 rollout and functions as the first intelligence layer in a long-term roadmap toward predictive reserve planning and advanced claim, case and coverage reasoning.
Core Capabilities
Provider Intelligence (NPI)
- • Litigation history
- • Specialty patterns
- • Attorney networks
- • Open/closed case trends
- • Case type distribution
Venue Intelligence (Courts & Regions)
- • Filing volumes
- • Open/closed case counts
- • Average settlement values
- • Average duration
- • Judge and attorney frequency
- • Recent case lists
- • Trend lines
Macro Analytics
- • Top regions by volume
- • Case type distribution
- • Settlement patterns
- • Filing rate trends
- • Monthly/annual peaks
- • Growth/decline patterns
Custom Dashboards
- • Pin providers
- • Pin courts
- • Pin Analytics developed in Chat function
- • Annotate and export to PDF
- • Save collections of relevant intelligence
AI Chat
- • Ask questions
- • Summarize venue or provider histories
- • Generate tables/lists
- • Run comparisons
- • Pin output directly
Primary Use Cases
Underwriting
- • Screen new applicants using litigation data
- • Identify high-risk specialties
- • Evaluate cluster risk in high-volume venues
- • Review providers' historical caseload
Claims
- • Early suit evaluation
- • Venue-level reserve estimates
- • Judge-level tendencies
- • Attorney-level behavior and outcomes
Legal Strategy
- • Pair defense counsel with venue/judge patterns
- • Identify attorney matchups
- • Review historical fact patterns
Risk Management
- • Identify emerging high-risk states, counties, providers, or specialties
- • Monitor long-term shifts in legal environments
How to Navigate the Tool
Chat
Ask questions, generate summaries, compare providers/courts, or request visualizations.
Map
Navigate states and courts. Drill into any venue. Review open/closed cases and trends.
Analytics
Macro trends: case types, settlement values, top regions, filing rates.
NPI Analysis
Search providers by NPI or name. Explore specialties, volume, and risk.
Custom Dashboard
Save relevant providers/courts and build your own intelligence workspace.
Recommended User Workflows
Workflow 1 — Underwriting New Business
- Search the applicant's NPI
- Review historical litigation patterns
- Check the attorneys and venues associated with the provider
- Evaluate specialty risk
- Pin provider card
- Generate summary via Chat
Workflow 2 — Early Suit Evaluation
- Find the venue
- Open court details
- Review judge history
- Review attorney interactions
- Explore recent case patterns
- Pin court and provider to dashboard
- Export findings
Workflow 3 — Defense Strategy
- Search the judge
- Search plaintiff attorney
- Examine outcomes
- Evaluate matchups with local defense counsel
- Summarize via Chat
- Add to dashboard
Effective Questions for Chat
Claims Volume By State
"Identify the top 10 U.S. states with the highest number of new cases filed in 2024. Compare these counts to the number of cases filed in 2022 and 2023."
"Show a bar chart of results"
"Generate a bar chart displaying the top 10 U.S. states with the highest number of new cases filed in 2024."
Attorney Analysis
"Who are the defense attorneys in [STATE] with the most cases in 2022, 2023 and 2024?"
Judge Analysis
"Who are all the judges presiding over cases in [CITY] [STATE]? And how many cases are open for each?"
NPI Analysis
"What NPIs have the most open cases in [STATE] as defendants? Show a bar chart of the top 10 with the x axis the NPI and y axis the number of open cases"
Glossary
NPI
National Provider Identifier
Open Case
Active lawsuit still in litigation
Closed Case
Settled, dismissed, or adjudicated
Venue
Court of jurisdiction
Case Duration
Time from filing to resolution
Settlement Value
Amount paid to resolve case
No artifacts pinned yet
Pin charts and tables from the chat view to build your dashboard