Fourth Party AI Fourth Party AINeutral by design

Fourth Party AI

Dispute Resolution and Claim Administration Just Entered the AI Era

Neutral, unbiased, consistent and ethical by design - AI built to take the fourth seat at the table, working alongside human decision-makers.

Our Vision

Equip professionals with intelligent technology that brings greater consistency, efficiency, and effectiveness to every decision - closing coordination gaps, cutting through complexity, and delivering faster, fairer outcomes through AI that is fully transparent, accountable, and built to uphold the highest standards of procedural justice.

Mission & Team

Built by people who treat neutrality as an engineering requirement

We build trusted, neutral, unbiased, consistent and efficient dispute-resolution technology using responsible AI - and we are democratizing access to justice along the way.

OUR MISSION

Neutral by construction, not by promise

Procedural justice is paramount in ADR, ODR and any claims administration process. We design all of our technology and models so that neutrality and consistency are properties of the system, not assurances we ask you to take on faith.

OUR TEAM

Practitioners first, technologists second

Our team combines practicing dispute-resolution experience with two decades of applied AI and data-science work - built by people who have sat across the table from disputing parties, not just at a keyboard.

Featured Research "The Looming Threat of Generic Generative AI in Dispute Resolution"

Provenance

Why "fourth party"

The term predates us. Dispute-resolution scholars describe the assistance of technology in resolving disputes as the "fourth party," alongside the two disputants and the traditional third-party neutral - a label that originated with Ethan Katsh and Janet Rifkin's 2001 book on online dispute resolution. We build the system designed to hold that seat well.

01

First party

One side of the dispute - the claimant, employee, customer, or counterparty bringing a grievance forward.

02

Second party

The other side of the dispute - the respondent, employer, vendor, or counterparty answering it.

03

Third party

The traditional neutral, hearing officer, claim administrator- helping the first two reach resolution.

04

Fourth party

Technology working alongside the third party - organizing information, applying it consistently, and removing the variance that erodes trust. This is the seat we build for.

Sources: Katsh & Rifkin, Online Dispute Resolution: Resolving Conflicts in Cyberspace (Jossey-Bass, 2001); Wikipedia, "Online dispute resolution."

Leadership

Who's building it

A founding team spanning legal practice, applied AI research, and go-to-market experience at scale.

Zev Eigen

Zev Eigen

JD, PhD · Founder & CEO

Founder of Syndio; former professor and practicing attorney, in-house counsel, and lead data scientist.

Paul Bruillard

Paul Bruillard

PhD · Cofounder & CTO

Two decades of high-level experience developing and deploying AI and related models.

Manish Goel

Manish Goel

Chief Commercial Officer

Co-founder & CEO of TrustSphere; decades of experience accelerating startup revenue generation, partnerships, and growth.

Science Advisory Board

Grounded in the field, not just the model

Leading academics and practitioners in dispute resolution, legal technology, and applied AI advise on the science behind the system.

Prof. Lawrence Susskind

Prof. Lawrence Susskind

MIT

One of America's most experienced public and environmental dispute mediators; has mediated more than fifty complex disputes over facility siting and public health and safety standards.

Dr. Megan Ma

Dr. Megan Ma

Stanford Law

Executive Director of the Stanford Legal Innovation through Frontier Technology Lab; researches generative AI in legal applications and the translation of legal knowledge into code.

Eddie Hartman

Eddie Hartman

Simon-Kucher

Co-founder of LegalZoom; has built multiple companies worth over three billion dollars combined. Partner and Board member at Simon-Kucher, focused on high-growth revenue strategy.

Prof. Ethan Mollick

Prof. Ethan Mollick

Wharton

Studies the effects of AI on work, entrepreneurship, and education; named one of TIME's Most Influential People in Artificial Intelligence. Co-Director, Generative AI Labs at Wharton.

Prof. JJ Prescott

Prof. JJ Prescott

Michigan Law

Founded Court Innovations Inc. and developed Matterhorn, an online dispute-resolution platform helping people resolve warrants, fines, and minor charges online.

Get in touch

Tell us about the dispute you're trying to resolve better

We work with legal, HR, dispute-resolution teams, and government agencies exploring where neutral AI can reduce variance and cost without sacrificing trust.

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