Document and Proposal Generation Automation From brief to draft in your template, sourced from your answers
A proposal or RFP response is drafted section by section from your best past answers and the client's own record.
- Installed for you · one-time$249
- Run for you$247/month
- Custom build · this process$4,000–7,000 one-time
- Starts whenForm / CRM stage change / RFP upload
Covers up to three document types and 50 documents a month. Complex RFP portals, multi-language documents or legal-clause logic are a custom build. Custom builds start at $2,000 site-wide; this band is for this process and its integrations.
Document and Proposal Generation Automation is an automation Agentmelt installs in your own tools. The free template is a file you import yourself; the kit ($49) adds the setup guide and prompts. Installed for you costs $249 one-time and is live within two working days of access, with a recorded walkthrough and 30 days of fixes. Run for you costs $247/month, with setup and maintenance included. A custom build of this process is $4,000–7,000 one-time; custom builds start at $2,000 site-wide. No call is needed for any option. Written by Max Zeshut; last revised 2026-09-21.
Reference stack: Claude + n8n. Node names are on each step; the file is under the template.
Founder at Agentmelt
Reviews every build before it goes live; the workflow escalates to a person, never past one.
What is document and proposal generation?
Document and proposal generation automation assembles the documents a team writes from the same components every time — proposals, RFP responses, statements of work, security questionnaires, recurring reports: it pulls the client record from the CRM, parses the brief or the RFP into questions, retrieves the relevant past answers and case material from your library, drafts each section in your template and voice, runs a consistency and compliance check, produces the document, and routes it for review with the sections that need a person flagged. The reviewer edits and approves; the approved answers go back into the library. Pricing follows your rules or is left for a person.
- Every proposal is assembled from the last one, in a different order, with a different client’s name left in once.
- The answer to a security questionnaire exists in four previous questionnaires and nobody can find it.
- An RFP with 120 questions takes a week and most of the answers are copied.
- Statements of work vary by who wrote them, and legal finds out later.
- The best answers live in the inbox of someone who left.
If two of these are yours, this is the process to look at first. Free audit — or read on.
What it looks like once it runs.
Proposals, RFP responses, statements of work and recurring reports are assembled from the same components every time: the client's details, the scope, the relevant past answers, the pricing rules, the boilerplate. The workflow assembles them — pulling the record from the CRM, matching the request to your answer library, drafting each section in your template and flagging what a person must decide — so the writer starts at 70% instead of zero.
- Wednesday 9:00 A request comes in with the RFP attached. Every question is numbered with its format and deadline.
- 9:10 The client's record is pulled; your answer library is searched for the best past answers.
- 9:40 Each section is drafted in your template, with client facts inserted and a decision list at the top.
- 10:00 Names, figures and required sections are checked; the document appears in your docs tool for the writer's review.
Every proposal starts from the last one, with find-and-replace errors. RFP responses are a scramble through old documents for answers that were written before. Reports are rebuilt monthly from the same queries. The people doing this are the ones whose time is most expensive.
A complete first draft in the right template within an hour of the request, with every reused answer sourced, every client-specific fact from the CRM, pricing from the rules, and the open decisions listed at the top. Turnaround falls from days to hours and the answer library improves with every document.
Trigger, then 8 steps.
Seven of the eight steps run without anyone. Step 08 waits for a person.
Form / CRM stage change / RFP upload
Receive the request
Document type, client, scope notes, deadline and any source documents (RFP, brief, prior contract).
Pull the client record
Company details, contacts, deal size, history, prior documents and the account owner's notes from the CRM.
Parse the RFP or brief
For RFPs: every question and requirement, numbered, with the section, the format demanded and the deadline; for briefs: scope items, constraints and success criteria.
Retrieve past answers and case material
The answer library (previous RFP responses, proposals, case studies, security questionnaires) embedded and searched per question; top matches with their source document and date.
Draft each section
Section by section in your template: adapts the best past answer to this client's context, inserts CRM facts, applies pricing rules, and marks anything it could not source as a decision for the writer. Tone and format rules enforced.
Consistency and compliance check
Client name and figures consistent throughout, required sections present, forbidden commitments absent, pricing arithmetic correct, page and word limits respected.
Produce the document
Generated in Google Docs or Word from the template with styles, tables and the decision list at the top; PDF export on approval.
Route for review and learn
The writer and the account owner review; approved sections are written back to the answer library with the client context, so the next document starts from better material.
A complete first draft in the right template within an hour of the request, with every reused answer sourced, every client-specific fact from the CRM, pricing from the rules, and the open decisions listed at the top
A complete first draft in the right template within an hour of the request, with every reused answer sourced, every client-specific fact from the CRM, pricing from the rules, and the open decisions listed at the top.
One decision, at step 08. Seven steps ran without you.
Each pattern page explains it in plain words and lists every automation that uses it.
The template is built on n8n (how the n8n AI Agent node works); the same steps run on Make, Zapier or plain code. The tool is chosen to fit your accounts, you own the result, and the template comes in all three formats.
Data it touches
- CRM (HubSpot, Salesforce) client and deal records
- Answer library: past proposals, RFP responses, case studies, security answers
- Document templates (Google Docs / Word)
- Pricing rules and rate cards
- Brand and legal rules (forbidden commitments, required clauses)
Guardrails
- Every reused answer is sourced to the document it came from; the writer can see what was adapted.
- Commitments the rules forbid (uncapped liability, guaranteed outcomes) are blocked, not merely flagged.
- Pricing comes from rules and rate cards; the agent cannot invent a number.
- Nothing is sent to a client automatically; the workflow produces a draft for people.
The answer library is the asset
Every organisation has already written the answer to most RFP questions and most proposal sections several times. The problem is finding them. Embedding past documents into a searchable library and retrieving the best match per question is what turns document generation from 'the model writes something plausible' into 'the model adapts what we already said, and shows you where it came from'. The write-back step — approved sections go into the library with context — is what makes the second document better than the first.
Decisions, not hallucinations
A draft that silently invents a delivery date or a discount is dangerous. The workflow's rule is that anything without a source — a fact not in the CRM, a price not in the rules, a commitment not in the library — becomes an item in the decision list at the top of the document rather than text in the body. The writer resolves the list and the document is done. That list is also a useful record of what the team had to decide for each client.
Recurring reports
The same pipeline handles monthly client reports and internal reviews: data pulled from the source systems, the narrative drafted against last month's, the template filled, the draft routed. The novelty is lower but the time saved is often larger, because reports are produced every month by people who would rather be doing anything else.
What it connects to.
| Tool | Role in this workflow |
|---|---|
| n8n | Intake, retrieval, drafting pipeline, document production |
| Claude | Requirement parsing and section drafting |
| Pinecone / Supabase | Answer library |
| Google Docs / Microsoft Word | Templates and output |
| HubSpot / Salesforce | Client record |
Want this running without building it?
$247/month
We set it up in your tools, run it on our servershost it on our n8n cloud (or deploy it to your own n8n, Make or Zapier), watch it, and fix it when something changes. Setup included, cancel monthly; the automation stays yours if you leave.
$4,000–7,000 one-time
Your systems, your rules, your edge cases. A one-off build delivered into your accounts to keepon Claude and n8n, delivered into your accounts to keep, with documentation and a recorded walkthrough.
Covers up to three document types and 50 documents a month. Complex RFP portals, multi-language documents or legal-clause logic are a custom build.
Also sold one-time, installed in your own accounts, as part of the legal professionals package and the operations managers package and the educators package and the copywriters package and the graphic designers package and the insurance agents & brokers package and the operations teams package — do it yourself $49 · installed for you $249 · done for you $490.
When this becomes a custom build.
The subscription covers the standard version — $247/month, setup and maintenance included. Three things move it to a custom build ($4,000–7,000 one-time), delivered into your accounts to keep. If one of them is you, say so on the audit and the plan prices both.
More than three document types, or RFP portals with their own upload and question formats.
Documents in several languages that must stay legally equivalent.
Clause logic — pricing rules, jurisdiction-specific terms, approvals by contract value — beyond filling a template.
Running the standard version first is the usual path: the exceptions it logs in the first month are the scope of the custom build, with your own numbers. How custom builds work.
Frequently asked questions.
Which document formats does it produce?
Google Docs and Microsoft Word from your templates, with PDF export. RFP portal formats (Excel questionnaires, structured web forms) are handled per portal as a custom step.
How does it handle security questionnaires?
The same way as RFPs: each question is matched to the answer library (your previous questionnaires and policies), drafted with the source, and unmatched questions go to the security lead. Most teams see the majority of questions answered from the library after the first few.
Can it price the proposal?
From your rate cards and pricing rules, yes; discounts and exceptions are decisions for the account owner and appear in the decision list.
Which document formats does it produce?
Word and Google Docs from your templates, PDF for delivery, spreadsheets for questionnaires that arrive as spreadsheets, and portal-ready text for RFP portals with their own upload formats where a direct submission is possible. The template is yours; the workflow fills it.
How does it handle security questionnaires?
As a retrieval problem: each question is matched to approved answers from previous questionnaires and your policy documents, with the source shown; new questions are drafted from the policies and flagged for the security owner. Approved answers join the library, so the next questionnaire is mostly answered before anyone opens it.
Can it price the proposal?
When pricing is rules — rate cards, tiers, discounts by volume — yes, and the workflow shows the calculation. When pricing is judgement, the section is left for a person with the inputs assembled. Clause logic across jurisdictions and documents that must stay legally equivalent in several languages are custom builds.
What this blueprint is built on.
Vendor documentation the steps rely on, and the rules the guardrails are written against.
- Google — Docs API overview developers.google.com/workspace/docs/api
- Microsoft Graph — overview learn.microsoft.com/en-us/graph/overview
- HubSpot — API overview developers.hubspot.com/docs/api-reference/latest/overview