DOCUMENT OPS

Redline Risk Gate: Escalate High-Risk Indemnity Changes on CLM Upload

When your contract system posts a new document version via webhook, it diffs the indemnity and liability clauses against the prior version and, only for high-risk changes.

CategoryDocument Ops
Enginesim
Difficultyadvanced
Triggerwebhook
Steps5
Setup~25 min

How it runs

The automated pipeline, trigger to output.

  • TriggerCLM posts new contract version webhookHTTP webhook
  • ActionDiff risk clauses and assign a risk scoreOpenAI
  • LogicRoute only changes above high-risk threshold
  • ActionCreate Linear review task with diff and rationaleLinearLinear
  • OutputAlert deal owner in Slack with task linkSlack

What it does

Receives a webhook each time a new contract version is uploaded to your contract-management system, diffs the risk clauses against the prior version, scores the change, and routes only genuinely high-risk edits to a human. Low-risk turns pass silently; uncapped-liability or stripped-indemnity edits create a tracked review task and alert the owner.

When to use it

Use it when your CLM or document repo can fire webhooks and you want an automated risk gate that escalates only the contract turns that actually need legal sign-off. Ideal for high-volume operations where reviewing every redline manually is impractical but missing a removed liability cap is unacceptable.

How it works

  1. 1The CLM posts a new-version event to the workflow's webhook endpoint, including links to current and prior versions.
  2. 2An OpenAI step diffs the indemnity and limitation-of-liability clauses and assigns a risk score with rationale.
  3. 3A logic step routes only changes above the high-risk threshold onward.
  4. 4For high-risk changes, the workflow creates a Linear review task with the diff and rationale.
  5. 5It then notifies the deal owner in Slack with a link to the task.

Set it up

What you configure once, before turning it on.

  1. 1
    Connect HTTP webhookTrigger any URL on agent actions.
  2. 2
    Connect OpenAIModels, embeddings, files.
  3. 3
    Connect LinearIssues, projects, cycles, triage.
  4. 4
    Connect SlackChannels, DMs, threads, mentions.
  5. 5
    Set each agent's modelWe leave models unset so you pick the tier — fast + cheap, or top-quality.
  6. 6
    Tune it to your dataEdit the prompts, filters, and field mappings so it matches how your team works.
  7. 7
    Test, then turn it onRun once against a sample, confirm the output, then enable the trigger.

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