Posts on what we actually think.
Essays on conformal prediction, social inflation, and where generative AI helps and where it doesn't. Written by the team.
Showing 13 posts · Yariv Lissauer
Clear filtersNegotiating Settlements From Data, Not Gut
Plaintiff attorneys walk into mediation armed with structured verdicts and funding algorithms. Defense teams walk in with a spreadsheet and a gut feeling. It is time to eliminate this asymmetry at the negotiation table.
Where Defense Spend Is Wasted
The root cause of claims leakage is not exorbitant hourly rates. It is the failure to understand the true exposure of a claim on day one, forcing carriers to fund procedural skirmishes while plaintiffs build damages.
Litigation Funding and the New Math of Claim Exposure
Third-party capital has fundamentally altered the incentives driving bodily injury claims. When the plaintiff's side plays a portfolio game to maximize returns, defense strategies built on historical payout curves become obsolete.
Predicting the Outcome of Disputes: What Claims Leaders Need
Setting initial reserves based on gut instinct and a quick skim of a file is a liability. In an era of social inflation and litigation funding, claims leaders need calibrated forecasts, not wait-and-see guesswork.
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