DOCUMENT OPS
Agent-Drafted Counter-Positions for Dropbox Redlines in Coda
For each redlined contract in Dropbox, an agent compares changes to your negotiation playbook and drafts a recommended counter-position and fallback for every contested clause.
How it runs
The automated pipeline, trigger to output.
- TriggerRedlined contract added to DropboxDropbox
- ActionExtract document and identify contested clausesDropbox
- ActionAgent drafts counter-position and fallback per clauseOpenAI
- LogicAssemble per-clause decisions into negotiation plan
- OutputWrite negotiation worksheet to CodaCoda
What it does
Goes beyond flagging risk: for each contested clause in an inbound redline, an agent reasons over your negotiation playbook (preferred position, acceptable fallback, walk-away line) and drafts a recommended response and counter-language. The full negotiation plan — clause, their ask, your recommended reply, fallback, and rationale — is written to Coda as a working sheet your negotiator can act from.
When to use it
Use it when reviewers spend time not just spotting changes but deciding how to respond. This produces a first-draft negotiation strategy per contract so the human edits and sends rather than starting from scratch.
How it works
- 1A redlined contract arrives in the Dropbox folder and starts the run.
- 2The agent extracts the document and identifies each clause the counterparty changed.
- 3For every contested clause, the agent consults your playbook and decides accept, counter, or reject, then drafts the response language and rationale.
- 4A logic step assembles the per-clause decisions into a single negotiation plan.
- 5The plan is written to a Coda "Negotiation Worksheet" table, one row per clause with recommended reply and fallback.
Set it up
What you configure once, before turning it on.
- 1Connect DropboxFiles and folders.
- 2Connect OpenAIModels, embeddings, files.
- 3Connect CodaDocs, packs, automations.
- 4Set each agent's modelWe leave models unset so you pick the tier — fast + cheap, or top-quality.
- 5Tune it to your dataEdit the prompts, filters, and field mappings so it matches how your team works.
- 6Test, then turn it onRun once against a sample, confirm the output, then enable the trigger.
More Document Ops workflows
Narrate new Dropbox PDFs into MP3 audio versions
When a PDF lands in a watched Dropbox folder, extract its text and generate an ElevenLabs voice narration.
On-demand PDF narration via webhook with emailed audio link
Accepts a PDF URL through a webhook, generates an ElevenLabs narration with the requested voice, stores the MP3, and emails the requester a download link.
Triage emailed contract redlines and route by risk
When a counterparty emails a redlined contract, extracts the attachment, diffs clauses against approved templates.
Batch-narrate a Google Drive PDF folder in multiple languages
On a schedule, finds PDFs in a Google Drive folder that lack audio, then generates ElevenLabs narrations in each configured language and files them into per-language subfolders…
Executed Contract Exhibit & Initials Completeness Gate
When a signed contract lands in a Dropbox intake folder, verify every required exhibit, schedule, and initialed page is present.
Draft a negotiation brief from contract clause deviations
An agent reviews a contract against approved templates, researches each deviation.
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.
