DOCUMENT OPS
On-Demand Redline Clause Matrix via Webhook to Coda
Accepts a webhook carrying a Dropbox file path, extracts and compares the redlined clauses against your standard, and returns plus stores a full clause matrix in Coda.
How it runs
The automated pipeline, trigger to output.
- TriggerWebhook received with Dropbox file pathHTTP webhook
- ActionDownload referenced file and extract textDropbox
- ActionBuild clause comparison with risk flagsOpenAI
- ActionWrite matrix rows to CodaCoda
- OutputReturn summary payload to callerHTTP webhook
What it does
Exposes an HTTP endpoint your CLM, intake form, or internal tool can call with a Dropbox path to a redlined contract. The flow fetches that specific file, builds the complete clause-comparison matrix, writes it to Coda, and returns a summary payload to the caller so the requesting system can show status immediately.
When to use it
Use it when analysis should be pulled by another system at a precise moment — a reviewer clicking "Analyze," a CLM stage transition — rather than fired automatically on every file drop. The webhook gives you explicit, traceable control over when each contract is processed.
How it works
- 1An inbound webhook arrives with the Dropbox file path and a request id.
- 2The flow downloads that exact file from Dropbox and extracts its text.
- 3OpenAI produces the clause-by-clause comparison: standard language, counterparty language, the delta, and a risk flag per clause.
- 4The matrix rows are written to a Coda table tagged with the request id for traceability.
- 5An output step returns a JSON summary (clause count, highest risk, Coda row link) to the webhook caller.
Set it up
What you configure once, before turning it on.
- 1Connect HTTP webhookTrigger any URL on agent actions.
- 2Connect DropboxFiles and folders.
- 3Connect OpenAIModels, embeddings, files.
- 4Connect CodaDocs, packs, automations.
- 5Set each agent's modelWe leave models unset so you pick the tier — fast + cheap, or top-quality.
- 6Tune it to your dataEdit the prompts, filters, and field mappings so it matches how your team works.
- 7Test, then turn it onRun once against a sample, confirm the output, then enable the trigger.
More Document Ops workflows
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Triage emailed contract redlines and route by risk
When a counterparty emails a redlined contract, extracts the attachment, diffs clauses against approved templates.
Draft a negotiation brief from contract clause deviations
An agent reviews a contract against approved templates, researches each deviation.
Log contract clause deviations to a Notion review register
On a daily schedule, scans a Drive contracts folder, diffs clauses against approved templates with OpenAI.
Weekly audit of clause drift across the contract repository
Each week, scans all executed contracts in Drive, measures how far each clause has drifted from approved templates.
Run it inside a business
This workflow drops into a full company template. Import the org, and this is one of the playbooks its agents run.
Run this workflow in your colony.
14-day trial. No DevOps. No Sales call. Provisioned in under a minute.