Proposal Case Study | Sales Automation

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Proposal & Contract Generation Automation

Automated proposal generation with dynamic pricing, scope builders, and eSignature.

This Sales AI automation case study explores Proposal & Contract Generation Automation. Tags: Sales, Document Processing, Workflow Automation, AI Implementation, OpenAI, Make.com, Retool, AI Automation.

5 hours → 20 minutes

Proposal Turnaround

Near Zero

Error Rate

+11%

Close Rates

Overview

Sales teams spent hours generating proposals, customizing sections, and merging contract fields manually. Proposal turnaround was reduced from 5 hours to 20 minutes with close rates improving by 11%.

Challenges

1

Slow proposal turnaround

2

Versioning issues

3

Manual merging of pricing, terms, timeline

4

Repetitive formatting

5

Errors leading to delays

What We Delivered

Template system with dynamic pricing modules

Scope builders with approval routes

AI auto-generated summaries, scope sections, risk notes

Tone adaptation based on audience

Branded PDF output

eSignature integration (DocuSign, AdobeSign)

Tech Stack

Template system, Dynamic pricing, Scope builders, Approval routes, AI layer, DocuSign/AdobeSign integration

Tags

SalesDocument ProcessingWorkflow AutomationAI ImplementationOpenAIMake.comRetoolAI Automation

Results

5 hours → 20 minutes

Proposal Turnaround

Near Zero

Error Rate

+11%

Close Rates

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