The plaintiff bar is already using AI to find the deadline that slips. Isomer Signals™ finds it first, at the point of receipt, and hands your adjusters the evidence.
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Time-limited demands, reptile framing and pre-suit notices are built to turn a missed deadline into bad-faith exposure. Your adjusters are expected to catch it by hand.
Sources: Marathon Strategies (2024 verdicts); U.S. GAO and APCIA (litigation funding); Fortune, Oct 2025; Reuters, 2025; Risk & Insurance.
135 verdicts totaling $31.3B in 2024.
The projected cost of third-party litigation funding to insurers.
Plaintiff-side AI platforms have raised over half a billion dollars, and one carrier’s claims chief puts their output near 10,000 demand packages a week.
Every letter, transcript, form and attachment is read in full against a pre-built insurance ontology. Parties, dates, demands, deadlines and counsel become a live claim graph, every fact traceable to its source.
Your claims system knows what got entered. The graph knows what arrived.
Queryable via API, MCP and CLI, so your engineers can build on the same graph.
Every detector maps to a line on the income statement: tail, severity, defense spend, leakage. That’s how the queue is ranked.
Microsoft 365, Google Workspace, forwarding or API. No claim system integration to begin.
Policy-limits demands with a clock, cited to the page they came from.
Reptile framing, medical severity escalation, attorney representation and 80+ more, ordered by the line they touch.
Demand clocks start on day one. Detection has to happen at receipt, before the file reaches a desk.
At industry-average margins (~91-92% combined ratio, McKinsey Global Insurance Report 2025).
Not a copilot you have to ask. Every communication, every channel, all the time.
Landfall sends volume up 20x. Adjuster count doesn’t move. Same coverage on day one of a CAT.
Most claims are fine. Only a critical signal interrupts a person, ranked by the line of the P&L it touches.
See the impact model →The goal isn’t faster handling. It’s paying the right amount, inside the window, never over limits. When a response is repeatable, Isomer Actions™ runs it, with a person authorizing every state change.
Acknowledge, calendar the deadline, reserve review.
Counsel notified, file audit opened.
Cure-period tracking, DOI response.
Early contact, settlement evaluation before suit.