Automate Your RFP Process with OpenAI Assistants
Turn RFP responses from a week-long scramble into a same-day first draft. Questions are extracted automatically and answered against your own knowledge base, ready for review.
The flow
How the integrations connect.
SlackGmailGoogle DocsLLM ChainOpenAI ChatOutputparseritemlistOpenAI
Tools used
7 integrations
Built on n8n. Same pattern works on Make or Zapier for simpler runs, or on a custom Node or Python service when reliability and volume justify the build.
- Slack
- Gmail
- Google Docs
- LLM Chain
- OpenAI Chat
- Outputparseritemlist
- OpenAI
Detail
What it actually does.
- Ingests incoming RFP documents and parses them into structured, machine-readable content
- Extracts every buyer question into a clean list using an AI agent
- Queries an OpenAI assistant pre-loaded with your brand, product and technical documentation
- Generates a draft answer for each question grounded in your own knowledge base
- Compiles the question-and-answer pairs into a formatted Google Doc for review
- Notifies the bid team in Slack and emails the draft response via Gmail
- Frees sales and pre-sales teams to focus on win themes rather than form filling
Common questions
Before you book a call.
Answers to what most teams ask when they look at a workflow like this. If yours is not here, ask us on the call.
Can you build this document ops workflow for our team?
Yes. We design and ship workflows like this as part of our AI Chatbots practice. The fastest way to scope it is a 30-minute call — we share what we would build, what it would cost, and how fast it would ship.
What tools does this workflow use?
The default build connects Slack, Gmail, and Google Docs, plus 4 other integrations. The same pattern works on n8n, Make, or Zapier for simpler runs, or as a custom Node or Python service when reliability and volume justify the build. See Workflow Automation for how we choose the right platform per use case.
What does a build like this typically cost?
Most workflows of this complexity sit inside a Discovery sprint or a small Build engagement rather than a fixed-price product. See our pricing model for how engagements are structured, or book a call and we will scope this specific workflow against your stack.
Have you shipped something like this for clients?
Yes. See our case studies for examples of automation and AI builds we have delivered, including a podcast platform we took from zero to 261K monthly Google impressions in six months on a content + automation engine.
What other Document Ops workflows can you build?
Plenty. Browse our other Document Ops workflow ideas for documented patterns, or tell us what you would like to automate — most clients arrive with a problem rather than a specific workflow in mind.
Want a workflow like this in your stack?
30-minute call. We share what we would build, what it would cost, and how fast it would ship.
More in Document Ops
Related workflows.
Document Ops