The Liability Intelligence Company
SigmaSight combines elite claims professionals with AI to improve outcomes on the major claims that drive your economics, while building the liability intelligence your entire organization needs.
Why Now
99% of liability claims resolve through negotiation.
Plaintiff firms increasingly use AI, data, and sophisticated advocacy to turn claim files into leverage.
Rising demands. Rising severity. Increasing pressure on reserves.
Liability is an information business that was never architected as one.
The richest source of ground truth sits inside the claim file, what actually happened, what drove the outcome, what the exposure was worth, and why.
That intelligence should not die when the claim closes.
Claims, Reimagined
Complete preparation. Evidence-based valuation. Written advocacy. Deliberate negotiation.
Capture what actually drove the outcome and turn it into intelligence for the next claim, reserve, underwriting decision, and portfolio.
Claims becomes the ground truth engine for the liability enterprise.
Ground Truth Starts With The Outcome
Nearly every liability claim ends in a negotiation. That makes negotiation the point where evidence becomes economics, and where economically accurate ground truth is created.
Better Preparation → Better Outcomes → Better Ground Truth → Better Decisions
The Hard Part Isn't The Technology
AI creates extraordinary possibilities. But insurers also have thousands of open files, existing teams, systems, governance, security requirements, and responsibilities that cannot simply stop while a new operating model is built.
The SigmaSight Model
We stand up the AI-native major-claims capability, technology, elite negotiators, workflows, and measurement.
We run it on your book, proving the model against your claims and your economics.
When you're ready, bring the capability in-house. The people and operating model become yours. SigmaSight remains the intelligence platform underneath them.
We operate it. We transition it. We remain the platform.
On Every Major Claim
AI reconstructs the complete file, facts, evidence, liability, damages, credibility, and gaps.
Evidence becomes a defensible valuation, bargaining zone, and litigation strategy.
Every position is supported by clear, evidence-based written advocacy.
Elite claims professionals turn intelligence into outcomes.
What happened, what mattered, and why becomes intelligence for the next claim.
The Liability Intelligence Backbone
Better negotiation. Claims is the ground truth engine.
Better severity intelligence.
Better risk intelligence.
Better visibility into emerging loss.
Better performance intelligence.
The People Behind SigmaSight
Founder & CEO
Award-winning legal innovator and 6-time patent holder who has led multiple tech startup turnarounds and managed a $400MM liability run-off portfolio.
Attorney and Legal Operations Leader
Trial attorney and legal operations leader with experience at Allstate and EvenUp, where he helped design and scale automated demand letter products across high-volume litigation and claims environments.
Head of Product & Operations
Head of Engineering
Engineering veteran with foundational search patents from Google and software translation innovations at Transmeta.
Start With Your Own Claims
Start with a small set of claims. We analyze the files, identify the opportunity, and establish the baseline before asking you to change your organization.