How LexiFlow Strategist™ analyzed 400+ complex liability cases for a San Francisco mass tort practice — identifying 37 high-value anchor cases through AI-driven liability scoring and jurisdictional analysis.
A Bay Area mass tort firm needed to triage 437 potential claims from a single product liability event. Manual review would have taken 6+ months and cost $400K+ in paralegal time.
A San Francisco-based mass tort firm received 437 prospective client files from a single pharmaceutical product liability event. Each file contained medical records, pharmacy data, and plaintiff intake questionnaires. The partner team needed to identify the strongest cases — the "anchors" — that would drive the MDL bellwether selection and set settlement benchmarks.
Manual review of 437 files would require 6,500+ hours of paralegal time at a cost of $350K–$450K. With statute of limitations deadlines approaching in multiple jurisdictions, the firm needed a triage solution that could deliver results in days, not months. Traditional mass tort case management software could track filings but could not evaluate case merit or predict settlement value.
The firm deployed LexiFlow Strategist™ to process all 437 files through the AI-driven liability scoring engine. Each case was scored across 12 factors spanning evidence strength, legal merits, and risk assessment. The AI simultaneously performed jurisdictional analysis — identifying which courts offered the most favorable case law, bellwether timing, and settlement history for each claim profile.
LexiFlow completed the analysis of all 437 cases in 7 minutes and 23 seconds — processing time was 0.9 seconds per case. The AI identified 37 anchor cases with Liability Scores above 75/100, estimated total anchor value of $12M, and recommended a bellwether strategy sequenced by jurisdiction and case strength. The firm's partners reviewed the AI's recommendations in a single afternoon session.
LexiFlow Strategist™ scored all 437 cases across 12 liability factors — here's how they distributed.
The 37 anchor cases were ranked by Liability Score, estimated value, and bellwether suitability.
Aggregate projection for the 37 anchor cases based on venue-specific settlement data and liability profiles.
LexiFlow Strategist™ sequenced the 37 anchor cases into a phased bellwether plan.
The AI analyzed each anchor case against the venue-specific legal landscape and recommended:
What the AI delivered to the firm's partners after processing all 437 cases.
From intake to full portfolio analysis — 7 minutes and 23 seconds.
LexiFlow Strategist™ evaluates thousands of cases simultaneously — identifying anchors, predicting values, and sequencing bellwether strategies. Enterprise Suite includes mass tort portfolio analysis.