Introducing Astra for Law
OpenAI has introduced Astra for Law, a new foundation for law firms and legal technology companies to build AI products. This system combines GPT-6 Astra, OpenAI's latest model, with settings and tools tailored for legal work. Astra for Law demonstrated a 40% relative improvement in overall correctness compared to GPT-6 Astra with web search, passing 54.0% of questions versus 38.7%. It also produces more comprehensive answers, and early access is available by contacting OpenAI.
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PublishedOffset at this time: UTC+0Sep 17, 2026, 00:00 UTC
IngestedOffset at this time: UTC+0Sep 17, 2026, 21:00 UTC
- Published
- Sep 17, 2026, 00:00
- Ingested
- Sep 17, 2026, 21:00
- Source type
- Official
- Tier
- First-party
- Source status
- Healthy
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Discussion trend
The percentage is based on collected discussion signal, not new comments or independent people. The curve only compares the same topic across time.
- Basis
- Running about 6.7× the median of this source's recent listed items
- Triggering item
- Astra for Law
- Metric comparison
- 491 vs median 73 (20 baseline samples)
- Detected
- 09/17, 23:00
Today, we’re introducing Astra for Law: a new foundation for law firms and legal technology companies to build AI products and workflows around their expertise. It combines GPT‑6 Astra, our latest and most powerful model, with settings, tools, and context tailored for professional legal work.
API customers including Harvey and Legora will be able to build on Astra for Law, bringing this intelligence into their own products and workflows. As our frontier models advance, we’ll bring these legal capabilities to our latest models.
We are also expanding our work on privacy and governance to give law firms specific controls for confidential client work. Firms can also customize Astra for Law using our 26 new ecosystem plugins that connect ChatGPT to the specialist tools firms already use, like Relativity and Clio.
Frontier intelligence for law
Astra for Law combines GPT‑6 Astra with a powerful legal search index and instructions for legal analysis and writing. Together, they amplify Astra’s capabilities across the legal practice, while giving firms and legal technology companies the freedom to build their own applications and workflows.
Legal research: from facts to a supported answer
Our new legal search index is one of the tools Astra for Law can use. Legal research often begins with finding the exact right authority, locating the relevant passages, and understanding how relevant and binding they are to the situation at hand. The index helps Astra for Law do that work, and complements the licensed content and specialist products firms rely on from providers such as Thomson Reuters.
By using the legal search index, Astra for Law can search U.S. case law, statutes, regulations, court rules, and administrative decisions across a corpus of more than 230 million URLs, with sources added daily. Our work with Free Law Project, the nonprofit behind CourtListener, brings its case-law collection covering more than 99.9% of published U.S. precedential case law (opens in a new window) into this research experience.
To measure how this configuration improves legal research, we tested Astra for Law’s complete setup on 200 U.S. legal research questions from the private validation set of Vals AI’s Legal Research Bench (opens in a new window) . This benchmark measures how well the model can find relevant sources and passages, and how well its research answers meet the evaluation criteria.
At the highest reasoning effort for both systems, Astra for Law passed the evaluation’s overall correctness check on 54.0% of questions, compared with 38.7% for GPT‑6 Astra using web search alone – a 40% relative improvement. Astra for Law also produces more comprehensive answers.
On case-law-focused questions, Astra for Law found 24% more reference cases than GPT‑6 Astra using web search alone at the highest reasoning effort. On the audited set of target passages, it retrieved up to 54% more relevant passages from the correct court opinions, when comparing the systems at the same reasoning effort.
The result is a stronger research foundation for advising on a deal, assessing a dispute, or developing a legal strategy, with reliable authorities the lawyer can examine for herself.
Astra for Law and GPT‑6 Astra’s performance on the Vals AI Legal Research Bench validation set, across reasoning effort settings.
Improving performance on end-to-end legal workflows
Legal research is only the first step. Custom instructions for legal analysis and writing guide Astra for Law in applying that research to the client’s facts, developing arguments or deal terms, and identifying weaknesses and uncertainty. That can mean distinguishing a court’s holding from its other observations, addressing cases that weaken an argument, or explaining how a contract exception shifts risk between the parties.
For example, when prompted to identify good law with similar fact patterns, Astra for Law could both pinpoint relevant precedent and match fact patterns better than other frontier models:
Astra for Law will be initially offered to selected law firms through Trusted Access in ChatGPT and Codex, and will be coming soon to the API. It will appear in the model picker as “GPT‑6 Astra Law” and in the API as gpt-6-astra-law.
Legal-grade trust and controls
Law firms need to protect client confidences and control how AI is used in their practice. We’ve created a special Trusted Access Program for eligible law firms to give lawyers and people working under their supervision access to Astra for Law for professional legal work. For eligible firms, the offering includes Zero Data Retention (ZDR) on our API, and usage of ChatGPT Enterprise is excluded from human review by default.
We are also working with Latham & Watkins , a leader in AI governance, to design for information permissions, ethical walls, client instructions, and firm oversight.
Build ChatGPT around your firm’s expertise
With frontier intelligence and the right controls, firms can turn their own precedents, methods, and judgment into AI tools and workflows built to their standards.
Working with selected firms, our forward-deployed engineers have been adapting ChatGPT Enterprise with custom interfaces and integrations to proprietary data, creating tools for each firm’s workflows:
- Sullivan & Cromwell built an agreement analyzer that brings the firm’s negotiating playbooks and selected precedents into the review of a new deal. It helps lawyers spot risks that emerge when provisions are read together, then turns those findings into proposed redlines and draft client advice they can challenge and refine.