OpenAI launched Astra for Law on Thursday, a specialized artificial intelligence system designed to help law firms conduct legal research, draft advice, and build custom applications. The move marks the latest escalation in a competitive race among major tech companies to capture the legal services market—a sector where AI tools could reshape how lawyers work and, potentially, who can afford legal help.
The new product combines OpenAI's latest GPT-6 Astra model with an index of U.S. case law, statutes, regulations, and other legal materials, along with specialized instructions for legal analysis and writing. It's the kind of tool that could streamline work at major firms. But it's also the kind of tool that raises fundamental questions about who benefits when artificial intelligence enters the legal profession.
The Race for Dominance
OpenAI isn't alone in this push. Google expanded its Gemini Enterprise offerings for legal professionals last month. Anthropic has released tools for lawyers using its Claude AI assistant since January. Thomson Reuters, which owns the Westlaw legal research database, launched Thomson 1.0 last month—a model trained on its own legal research content and built for professional work. The company said the model is built on open-source technology and draws on decades of its own "authoritative" legal content.
The competition is fierce because the legal market represents significant business opportunity. OpenAI said legal AI vendors including Harvey and Legora will be able to build products on Astra for Law. The platform will include integrations with major software providers such as Relativity, Clio, Intapp, and Thomson Reuters. These partnerships suggest that AI tools will become deeply embedded in how legal work gets done—and who controls those tools matters.
Access and the Lawyer Gap
OpenAI said "selected" law firms will gain initial access to Astra for Law through a special program that includes protections for confidential client work. The company has worked with major firms including Sullivan & Cromwell, Ropes & Gray, Cooley, Latham & Watkins, and Wachtell Lipton on testing and developing the applications.
That's revealing. These are among the largest, most prestigious law firms in the country. They're the ones that will shape how this technology develops and who will have first-mover advantage in deploying it. Meanwhile, smaller firms and solo practitioners—the ones who serve middle-income and working-class clients—will likely get access later, if at all, or through third-party vendors who charge additional fees.
The legal profession already has an access problem. Millions of Americans can't afford lawyers. Legal aid programs are underfunded. Court systems are overwhelmed. The question isn't whether AI tools can help—they probably can. The question is whether these tools will concentrate legal power further among the largest firms and wealthiest clients, or whether there's a genuine commitment to ensuring that AI-powered legal assistance reaches people who currently have nowhere else to turn.
Right now, the evidence suggests the former. Tech companies are racing to capture the high-end market first. That's where the money is.
Why This Matters:
The legal system is supposed to be a foundation of democratic equality—a place where rights are enforced regardless of wealth. But access to legal services has long been stratified by income. AI tools could either democratize legal work or deepen existing inequalities, depending on how they're deployed and who controls them. When OpenAI partners with elite law firms first, and when the rollout is limited to "selected" clients with special protections, it signals that the immediate beneficiaries will be those who already have resources. The broader question—how these tools will serve communities that lack access to affordable legal help—remains unanswered. That's a structural problem that markets alone are unlikely to solve.