ResearchOpenAI
OpenAI trains GPT-6 Astra to use business software
Original title: Advancing computer use with Ironclad
- Date
- Company
- OpenAI
- Type
- Research
- Source
- OpenAIRead the source (opens in a new tab)

Plain language
- What it is
- OpenAI partnered with the contracting software company Ironclad to train and evaluate AI agents on complex business workflows. They used these tasks to train their model, GPT-6 Astra, to better use specialized software.
- How it works
- Researchers identified 11 real-world contracting tasks and set up virtual environments for the AI to practice. The AI learned through practice and feedback using reinforcement learning.
- Where it is available
- This research was conducted in hosted software environments provided by Ironclad. OpenAI is looking to partner with a small number of other software companies for similar research.
- Example
- Setting up a procurement approval process where purchases above a certain amount must be routed to finance for approval.
For developers
- What it is
- OpenAI collaborated with Ironclad to train and evaluate AI agents on complex, multi-step contracting workflows. The research focused on training GPT-6 Astra to execute specialized software tasks and verify requirements.
- How it works
- The team defined 11 tasks, created synthetic training tasks from public SEC EDGAR contracts, and used reinforcement learning in hosted Ironclad environments.
- Where it is available
- The training and evaluation took place in hosted software environments provided by Ironclad.
- Example
- Updating a reusable legal clause automatically so that it reflects the specific jurisdiction selected by a requester.
The original post
The headline and explanation on this page are based on OpenAI's post. The full details are in the original.
Advancing computer use with Ironclad
Read the source (opens in a new tab)