Advocacy, an AI-native litigation technology company focused on context-driven legal workflows, has emerged from stealth with $3.5 million in seed funding to expand its platform designed specifically for litigation teams. The round was led by Relentless with participation from Relativity through Relativity Labs, Fenwick & West, leading legal scholars from top law schools, and a consortium of partners that includes Big Law firms and specialized litigation boutiques.
The company is building what it describes as a context-first litigation workspace intended to address the limitations of generic AI drafting tools used in legal practice. Advocacy’s platform centers on a “case memory” infrastructure that captures and organizes litigation data across documents, research, evidence, and strategy, enabling legal teams to operate within a continuously updated matter-centric environment.
Traditionally, critical litigation context has been scattered across disconnected systems, including e-discovery platforms, research databases, and internal knowledge held by attorneys. Advocacy aims to consolidate that information into a single unified workspace that supports research, drafting, analysis, and strategy throughout the lifecycle of a case.
The platform organizes case information using a contextual orchestration approach rather than a simple keyword search. By structuring case facts and documents into a continuously evolving digital timeline, the system allows litigators to access matter-specific intelligence in real time as they work.
Advocacy’s latest product deployment expands its proprietary memory layer across multiple types of litigation data, including the ability to ingest and process raw audio and video evidence. These materials can be mapped directly into a centralized case timeline, enhancing contextual awareness across related documents and workflows.
The company said the platform is already being used by paying clients and is running pilots with top-tier law firms across plaintiff and defense practices, litigation boutiques, and large Am Law 100 and 200 firms.
With the new capital, Advocacy plans to expand its product and engineering teams, deepen strategic partnerships, including its collaboration with Relativity, and grow its workforce to support increasing demand. The company also plans to hire legal alignment specialists who will work directly with litigation practice groups to refine how the AI adapts to complex legal workflows.
Advocacy will present its platform at Legalweek New York from March 9–12, 2026, where the company will meet with law firm leaders evaluating AI adoption in litigation technology. The company has also been named a finalist for the Legalweek Leaders in Tech Law Awards in the Litigation Technology category.
KEY QUOTES:
“AI can assist with discrete tasks, but litigation demands continuity and context. Litigation teams need more than standalone tools. They need memory-driven infrastructure that understands their case as deeply as they do. We’ve proven this model in the trenches with some of the best litigators in the country, and this funding allows us to scale that capability to the broader market.”
Téo Doremus, CEO And Co-Founder Of Advocacy
“In litigation, an AI hallucination is a career ender. That’s why the hype cycle tools are failing while Advocacy is winning. They have solved the accuracy gap and earned the trust of the nation’s top trial lawyers by delivering the only thing that matters: flawless context. We couldn’t be more excited to provide them with capital and support to onboard a long line of litigators that are waiting to get on the product.”
Damir Becirovic, Founding Partner At Relentless
