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Workflows

Intelligent quoting and proposals

Quoting is one of the biggest time sinks: an average firm spends 5–10 hours a week on manual calculation and formatting, while 50% of buyers go with whoever sends a professional, transparent quote first.

New to this? Start hereautomatic quote writingQuote automation means the calculation and the formatting are no longer your job: from an enquiry or a voice note recorded on site, a program works out the numbers from your own pricing rules and hands you a finished, branded quote to check and send.

How it runs, in three steps

  1. 1The requirement arrives: a form, an email, or a one-minute voice note you record in the car after the survey. Four windows of this size, with removal, reveal repair and a blind, in a brick building.
  2. 2The program calculates from your own price list and standard times: material cost, estimated working hours, call-out fee, warranty terms. It can put the same job into three levels, basic, recommended and all-inclusive, because roughly two thirds of customers pick the middle one.
  3. 3The finished quote appears on your screen with a single approval button. You check the numbers and send it, and you get a signal the moment the customer opens it, so you can call while they are still reading it.

A Tuesday morning todayTuesday morning three quotes have to be written; the calculation and the formatting eat the whole morning, the third one goes out on Thursday, and half of all enquirers buy from whoever sends the first proper quote.

The same morning, automatedTuesday morning all three quotes are waiting as finished drafts, one of them built from a one-minute voice note recorded in the car; checking and sending them takes twenty minutes, and by ten you are told the first customer has opened theirs.

Worth it when: It pays off first for anyone who now spends five to ten hours a week on quoting: installers, builders, joiners, B2B suppliers. The honest condition is that there has to be a price list and a rule for how you price; if every job is a separate negotiation and nothing is written down, the program has nothing to calculate from.

Related questionsHow can a voice note from site become a finished quote?How can a construction or installation contractor use AI?How can an air conditioning and heating company use AI?Related termsVoice-to-quoteQuote-to-cashSpeed to leadHuman in the loopServicesQuotes & proposals in minutesLead handling & outreachDocument processing
  • 5–10 hours a week go to manual quoting at a typical SME
  • 50% of buyers choose the first professional quote they receive
  • Three-tier quotes: 65–70% pick the middle option and order value rises 20–30%

Recipes in this category

  1. 01 · Top 6

    3-minute AI quote generator

    From a form, email or survey notes the AI applies your pricing rules and norms, calculates materials, labour hours, delivery and warranty terms, and shows the finished draft on the salesperson's screen with one approve button. Ranked #6 with CRM enrichment.

    AI model · automation platform · document templates

  2. 02

    Voice-to-quote from site surveys

    After a survey the technician records a one-minute voice note in the van ('four 120x150 plastic windows, triple glazing, removal, brick'). Whisper + Claude extract items, sizes and prices; the branded PDF is on their phone before they get home.

    speech to text · AI model · document templates

  3. 03

    Psychological three-tier quotes (good-better-best)

    One price makes buyers ask whether; three make them ask which. Basic with standard warranty, Premium with better materials and extended warranty (65–70% choose it), VIP all-inclusive with immediate delivery.

    electronic signature · AI model

  4. 04

    Interactive proposals with open tracking

    Instead of a static PDF, an interactive web proposal. The moment the customer opens it the salesperson gets an SMS or Slack ping; a heatmap shows which page held them (the pricing page?), and a call within ten minutes lands while the decision is warm.

    electronic signature · proposal tool · messaging channel

  5. 05

    Quote-to-cash: signature and deposit invoice in one click

    The customer picks a tier and signs digitally; the contract is generated; n8n calls Billingo or Számlázz.hu to issue the 50% deposit invoice with a Stripe or Barion payment link; the project appears in ClickUp or Trello.

    electronic signature · invoicing program · payment provider · task tracker

  6. 06

    Dynamic branded proposal documents

    Magazine-quality proposals instead of ugly spreadsheets: the customer's logo on the cover, your three most similar reference projects with photos, the delivery team and the warranty background.

    document templates

  7. 07

    Win/loss analytics on lost quotes

    14 days after a rejection, a one-click anonymous survey asks why (price, timing, competitor). The AI summarises monthly ('65% of losses were about long lead times, not price') and drafts a slimmed-down counter-offer for price-sensitive buyers.

    automation platform · AI model · form builder

Recommended stack

RoleToolsWhy
Calculation logic and copyClaude, n8nExact maths, structured JSON, technical descriptions
Field voice capture (STT)Whisper API, DeepgramTrade vocabulary and Hungarian accents from the job site
PDF and document generationAPITemplate.io, Placid, HTML-to-PDFBranded, magazine-quality quotes in seconds
Interactive proposal and e-signaturePandaDoc, Proposify, DocuSignTier selection, legal e-signature, open notifications
Invoicing and paymentBillingo API, Számlázz.hu API, StripeDeposit and final invoices issued on acceptance
Pipeline and CRMMiniCRM, HubSpot, PipedriveQuote stages advance automatically: sent, viewed, signed

Source: AI Automation Market Report and Practical Guide (2025–2026)

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