OpenAI & Ironclad: Partnering on Complex Professional Work
OpenAI partners with Ironclad to train GPT-6 Astra on complex legal workflows, using MCP to automate multi-step enterprise contracting processes worldwide

TL;DR
- OpenAI is partnering with Ironclad to train its GPT-6 Astra model on complex legal workflows.
- The collaboration aims to automate multi-step enterprise contracting processes worldwide.
- Ironclad provides digital contract management tools and integrates with ChatGPT through the Model Context Protocol (MCP).
- Jason Boehmig, formerly of Ironclad, now leads OpenAI's legal program.
- GPT-6 Astra demonstrated a 32% higher average score and 48% lower estimated time per attempt compared to GPT-5.6 Sol on Ironclad tasks.
- OpenAI has also launched Astra for Law, an offering powered by GPT-6 Astra with specialized tools for legal professionals.
- Astra for Law includes a new Legal Search Index covering US case law, statutes, and regulations.
- The partnership emphasizes the importance of an ecosystem approach, with OpenAI collaborating with various software companies.