We help plaintiff firms navigate the AI arms race with strategic clarity — evaluating vendors, building roadmaps, and ensuring your firm isn't left behind as carrier AI gets smarter every quarter.
Colossus, ClaimIQ, and Claims Outcome Advisor have processed billions in claims. These systems assign severity points, anchor settlement ranges, and train adjusters to systematically minimize your demands.
In 2025, agentic AI pilots began rolling out across major carriers. The next generation won't just score claims — it will negotiate them autonomously.
Meanwhile, $700 million flooded into plaintiff AI tools — EvenUp, Eve, Supio — but 81% of PI firms haven't adopted a single one. The asymmetry is growing. Every month without a strategy is a month the gap compounds.
of health insurers deploying AI for claims processing. 20+ years of algorithmic claims valuation. Agentic AI pilots in production.
of PI firms using any legal AI tool. No strategic advisory market. 50,435 firms navigating vendor proliferation alone.
We don't sell software. We don't take vendor commissions. We build the AI strategy your firm needs — then help you execute it with the right tools, the right workflows, and the right timeline.
Full diagnostic of your tech stack, workflows, data quality, and team readiness. Delivered as a written AI strategy with a 12-month roadmap.
Structured evaluation of 2-3 platforms against your firm-specific criteria. No vendor pays us. The recommendation is yours.
Workflow integration, staff training, change management, and ongoing ROI tracking. We stay alongside you as the landscape shifts.
Every vendor has a structural incentive to tell you they're the answer. We help you find the truth.
2,000+ firms · 10K cases/week
Demand letters, case valuation, settlement repository. The category leader.
450+ firms · Fastest growing
End-to-end platform, AI voice intake, reasoning mode. The disruptor.
27K+ cases · Thomson Reuters partner
Human-verified accuracy (97%), medical chronologies. The precision play.
That's the question no vendor will answer honestly. It's the question Counterbench exists to answer.
30 questions. 5 dimensions. 8 minutes. Get a scored assessment of where your firm stands on AI readiness — with specific, prioritized recommendations for what to do first.
Start the Diagnostic8-minute assessment. Scored report. Specific recommendations. No commitment required.
Take the Diagnostic ↗30 minutes. No pitch deck. Just straight answers about your firm's AI readiness and what comes next.
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