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8rney Launches Agentic Legal AI Workspace Integrating Research, Drafting, and Matter Management
The legal technology landscape is witnessing a significant shift with the launch of 8rney, a new agentic legal AI platform designed to consolidate research, drafting, document work, and matter management into a single workspace. Co-founded by Aryaman Singh, an alumnus of , and Abhimanyu Dhull, a second-time legal AI entrepreneur, 8rney aims to redefine how lawyers and law firms approach their daily workflows.
Rather than offering isolated tools for specific tasks, 8rney introduces a system where AI agents work alongside legal professionals to handle routine yet critical activities. The platform’s core philosophy is that the next phase of legal AI is defined by agents that can be trusted with real work—preparing morning briefs and cause lists, tracking deadlines across teams, prioritizing and drafting post-hearing documents, and turning meeting decisions into revised drafts. The result is an AI-native practice that runs parallel to human lawyers, allowing them to focus on judgment, strategy, and final review.
Background and Founders
Aryaman Singh, a law graduate from RGNUL, brings a deep understanding of legal practice needs to the venture. Abhimanyu Dhull, who previously founded Estavel AI (now ), adds a track record in legal AI development. Their combined expertise positions 8rney to address a gap in the market: most legal AI tools are built around single tasks like summarization or document review, but few offer a cohesive workspace that maintains context across the entire lifecycle of a legal matter.
Key Features and Workflow Integration
At the heart of 8rney is a suite of AI agents capable of performing legal research, drafting, , document comparison, structured extraction, and building internal knowledge bases from prior work. The research agent searches updated and live legal sources, identifies and authorities, and produces cited answers. Every citation is verified against the source judgment, and the platform displays its research process so that lawyers can see what has been checked and how. Nothing unverified is presented as .
Once research is complete, the work seamlessly moves into drafting, review, or document comparison within the same platform, eliminating the need to restart in a separate system. For law firms, this means that legal research is not treated as an isolated activity but as part of an integrated workflow that preserves context from the first instruction to the final review.
Importantly, 8rney places approval controls around any action that may send, file, or overwrite work. Agents can prepare drafts, but consequential steps require the lawyer’s sign-off, ensuring that the final output remains in the lawyer’s hands. This design balances automation with professional oversight, a critical consideration for ethical and quality control in legal practice.
Availability and Deployment Options
The platform is accessible through a web workspace and a Microsoft Word add-in. For users concerned about data security, 8rney Desk, a desktop product, allows documents to remain on the user’s own machine. This flexibility caters to both individual practitioners and large firms with varying data governance requirements.
Academic Mode and Moot Workspace
Recognizing the importance of legal education, 8rney includes an Academic Mode that transforms the platform into a legal study workspace. It provides tools for legal writing, outlines, exam planning, and research. Additionally, the Moot Workspace is built around the stages of a moot competition—issue framing, authority mapping, , and . The company’s approach is that AI should support the process of learning law rather than become a shortcut around it.
Strategic Positioning in a Crowded Market
The legal AI market has seen numerous entrants offering point solutions for research, summarization, or document review. 8rney differentiates itself by connecting these tasks to the underlying matter and to the people, documents, deadlines, and decisions around it. The aim is not merely to produce faster answers but to preserve context as legal work moves from one stage to another.
For law firms, the platform offers the prospect of an AI-native practice where every lawyer has agents producing finished work, allowing lawyers to dedicate their time to judgment, strategy, and final review. For law schools, it provides a structured environment that reinforces legal reasoning and research skills.
Early Adoption and Institutional Partnerships
8rney has already begun working with legal education institutions and law firms. Most notably, announced a partnership to provide its School of Law with access to legal research tools, publication support, and a dedicated Moot Court Workspace. Such collaborations signal the platform’s potential to become an integral part of legal education infrastructure.
Implications for Legal Practice
The launch of 8rney reflects a broader shift in legal AI from standalone assistance toward systems that can retain context and work across documents and research. For practising lawyers, this means reduced time spent on administrative and repetitive tasks, improved accuracy through verified citations, and a unified view of all matter-related activities. For law firms, it offers the possibility of scaling high-quality legal work without proportional increases in headcount.
However, the adoption of agentic AI also raises questions about professional responsibility, data security, and the changing role of lawyers. 8rney’s approval controls and desktop option address some of these concerns, but the legal community will need to continuously evaluate how such tools integrate with existing ethical obligations.
Conclusion
8rney enters the legal AI space with a comprehensive vision: to become part of the way legal work is organized rather than another tool opened for a single question. By integrating research, drafting, document work, and matter management into a single agentic platform, it offers lawyers, law firms, and law students a coherent environment that supports the entire lifecycle of legal work. As the platform gains traction, its impact on legal practice and education will be closely watched by the profession.
