Advancing computer use with Ironclad
OpenAI and Ironclad are training AI agents to handle contract workflows — not chatbots answering questions, but systems that read, navigate, and act on real work.
Why it matters
OpenAI is demonstrating agent capability on a concrete enterprise workflow (contract management) alongside evaluation methods. For practitioners, this is a case study in how agentic systems are moving from prototype to professional-grade work; the specific focus on computer use (screen reading, form filling, tool interaction) and evaluation rigor suggests production-ready patterns emerging.
The key facts
6 to knowOpenAI and Ironclad partnered on training agents for contract workflows
Focus on computer use capability — agents reading screens and interacting with tools, not API-only automation
Evaluation methodology for complex, multi-step contracting tasks included
Date: October 6, 2026
Demonstrates agent deployment in professional services (legal/contracts domain)
No pricing, availability, or production scale metrics disclosed in headline
Go to the source
OpenAI Blogopenai.com
Publisher excerpt: Learn how OpenAI and Ironclad are training and evaluating AI agents on complex contracting workflows to advance computer use for professional work.