PROCESS SOLUTION
AI Systems for Quotation Generation & proposal Automation
Stop losing deals while prospects wait for estimate drafts. We build custom calculation engines and document assembly systems that produce proposals in minutes.
Operational Bottlenecks in Quote Generation
Delayed Scoping Turnaround
Prospects request details, but estimators spend 3 days checks sheets and writing up packages, letting leads buy elsewhere.
Pricing Transcription Errors
Staff manually typing pricing specs leads to invoice discrepancies, under-quoting mistakes, and billing disputes.
Partner Scoping Bottlenecks
Senior partners spend billable hours assembling layout proposal documents and reviews rather than growing the firm's client base.
The Solution
Practical AI Opportunities
Automated Proposal Document Assembly
AI reads survey parameters and automatically drafts a structured proposal document, adding standard specs and BOM layouts in minutes.
Invoice & Payment Link Sync
Once quote is calculated, the system automatically structures ledgers and constructs Stripe or QuickBooks payment links for instant deposit collections.
Solar layout & Quoting Automation
The Problem
A contractor was losing deals because pricing proposals required 3 days of engineer calculations, letting competitors close leads first.
The Solution
Automyze integrated a calculation pipeline. AI extracts dimensions from surveyor photos, runs rate formulas, and drafts the quote PDF instantly.
The Outcomes
- ✔ Quote delivery time reduced from 3 days to 45 minutes
- ✔ Estimator drafting time reduced by 80%
- ✔ 22% increase in sales conversion rates
Frequently Asked Questions
How does the AI handle custom service requirements? +
We program the system with your custom scoping rules and package limits. The AI reads raw requirements, identifies which variables match specific pricing tiers, and outputs a calculated quote estimate.
Can it output raw calculations or only clean proposal PDFs? +
Both. The system can populate a backend master spreadsheet with raw pricing formulas while compiling a polished, branded PDF proposal ready for client review.
How does it connect to CRM leads? +
We configure trigger endpoints so that when a lead reaches a specific milestone in your CRM (e.g. Scoping Stage), the AI reads their scoping criteria, generates the proposal file, and attaches it to their contact record.
Shorten Your Scoping Loop Today
Request a free 30-minute AI Operational Review. We will review your pricing structure and showcase custom doc generation templates.
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