AI AUTOMATION • REAL ENGINEERING • YOU OWN IT

Use Case

Quotation & Proposal Automation

Turn an incoming request into a draft quote automatically, instead of assembling one by hand each time.

The problem

Sales teams spend real time assembling quotes/proposals from pricing sheets and templates for every inbound request, even routine ones.

How we'd approach it

Incoming requests are parsed for the relevant specs, matched against your pricing/catalog data, and a draft quote is assembled automatically for a human to review and send — not to send unsupervised.

Typical stack

n8n,Python / FastAPI,OpenAI GPT

FAQs

Does it send quotes to customers without review?

No — it assembles a draft from your pricing/catalog data for a human to check and send, not to quote unsupervised. Pricing mistakes are expensive, so that step stays human.

Have a project in mind?

Tell us what you're trying to automate or build — we'll reply with next steps, not a sales pitch.