United StatesTechnology and telecom2025 – ongoingOpenAI
Contract data agent for finance review
OpenAI reported that its contract data agent cut review time in half
Problem
Finance staff manually read contracts and retyped terms into spreadsheets. Growing contract volumes exceeded what that process could handle.
Approach
OpenAI's finance and engineering teams built an agent that converted contract documents into structured data. Retrieval-augmented prompting supported interpretation of terms and references for unusual clauses. Processing ran overnight, with finance experts validating the annotated output.
Results
Takeaway
The agent changed the reviewers' task from data entry to checking contractual judgments. OpenAI did not publish the baseline review time or evaluation method.
Categories
- Industry
- Technology and telecom
- Business function
- Finance, risk and legal
- Innovation type
- Process innovation
- AI technology
- Generative AIAI agents
- Adoption
- Built in-house
- Evidence
- Company's own claim
Sources
Source summaries
OpenAI described its deployed contract-processing agent and the finance experts who reviewed its output. It reported reviews cut in half and said the architecture also supported procurement, compliance and month-end close.
Full details are in the original sources.