Unverified50% confidenceFactExact time
Sullivan & Cromwell lawyers input the draft contract, relevant precedents, the playbook representing the client's position, and market conventions into the AI model together, and the model outputs a memo listing identified issues plus revision markups.
1
Sources
50%
Confidence
Long-term
Relevance
10/27/2026
First Seen
Sources
Related Entities
Related Claims
UnverifiedSullivan & Cromwell partnered with OpenAI to launch an AI tool called Agreement Analyzer, used to help lawyers quickly identify potential issues in draft contracts.74% similarUnverifiedInputting the playbook together with precedents into the model is equivalent to encoding the firm's accumulated negotiation strategy as the AI's decision constraints, so that the suggested output does not deviate from the client's position.67% similarUnverifiedManaging prompt templates, tool schemas and test cases as the same 'Agent contract' (versioned, in the same repository, with linked review on changes) can make the scope of impact of a model switch visible.64% similarUnverifiedIn IssueFlow, agents can submit learning proposals, and the librarian agent is responsible for collecting, merging, and generalizing these proposals, organizing them into candidate rules with the actual instructions to be sent to the agent.61% similarUnverifiedThe investigation Agent aggregates customer context, detection results, Indicators of Compromise (IoCs), and other information for a case, feeds it to a planning model, enters a 'plan–execute–review' loop, generates an investigation plan, and provides recommended response actions60% similar
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