Resources
AI Infrastructure for Plaintiff Law
Technical insights on pre-litigation automation, evidence traceability, legal AI governance, and plaintiff firm operations.
March 10, 2026
|Plaintiff Firm Operations
Case Readiness Scoring: How to Know When a PI Case Is Ready for Demand
A breakdown of demand readiness scoring — what factors determine whether a case is ready for demand, how to quantify completeness, and why guesswork costs firms time and settlement value.
Mar 7, 2026
|Plaintiff Firm Operations
SOL Tracking with AI: Preventing the Most Expensive Mistake in PI Practice
How automated statute of limitations tracking works, why manual SOL calendaring fails at scale, and how AI systems calculate deadlines from case data to prevent malpractice exposure.
Jan 7, 2026
|Plaintiff Firm Operations
The Demand Preparation Bottleneck: Why PI Firms Cannot Scale Without Automation
An operational analysis of demand preparation as the primary bottleneck in plaintiff firm throughput — staffing costs, timeline delays, and why hiring more paralegals is not the answer.