DOCUMENT OPS

Draft counter-language for off-standard clauses from emailed contracts

When a contract arrives as a Gmail attachment, it diffs each clause against the standard library and drafts suggested counter-language for deviations.

CategoryDocument Ops
Enginesim
Difficultyintermediate
Triggerevent
Steps5
Setup~15 min

How it runs

The automated pipeline, trigger to output.

  • TriggerContract arrives as Gmail attachmentGmailGmail
  • ActionParse attachment and segment clauses
  • ActionDiff clauses and draft counter-languageOpenAI
  • LogicSkip on-standard clauses
  • OutputEmail negotiation memo to deal ownerGmailGmail

What it does

This workflow handles contracts that show up in the inbox. It pulls the attachment, compares each clause to your approved language, and for every deviation drafts proposed counter-language that pulls the term back toward the standard. The result is a ready-to-send negotiation memo.

When to use it

Use it when counterparties email redlines and your team wants a head start on the response rather than a bare list of problems. It is most useful for deal owners who negotiate directly and need defensible fallback wording fast.

How it works

  1. 1An inbound Gmail message with a contract attachment triggers the run.
  2. 2The attachment is parsed and segmented into clauses.
  3. 3OpenAI diffs each clause against the standard clause library and drafts counter-language for any deviation.
  4. 4A logic step skips clauses already on-standard so the memo stays focused.
  5. 5The compiled memo, with proposed wording per clause, is emailed back to the deal owner.

Set it up

What you configure once, before turning it on.

  1. 1
    Connect GmailRead, draft, send, label.
  2. 2
    Connect OpenAIModels, embeddings, files.
  3. 3
    Set each agent's modelWe leave models unset so you pick the tier — fast + cheap, or top-quality.
  4. 4
    Tune it to your dataEdit the prompts, filters, and field mappings so it matches how your team works.
  5. 5
    Test, then turn it onRun once against a sample, confirm the output, then enable the trigger.

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