Case Study — 2023
An intelligent proposal generator using GPT-4 to automate sales proposals, reducing creation time by 70% and enabling 3x more client outreach.
The Problem
Sales teams spent 4-6 hours creating each proposal. Client data scattered across CRM, emails, and notes. Manual pricing led to costly errors. Only 5-8 proposals per week.
The Solution
AI-powered proposal automation with CRM integration and smart pricing.
GPT-4 creates tailored proposals in under 5 minutes based on client industry and needs
Professional, brand-consistent templates with smart conditional sections and variable injection
Auto-pull client data from HubSpot, Salesforce, and Pipedrive with bi-directional sync
Automated pricing with volume discounts, custom rules, and approval workflows
Teams now sending 20+ proposals per week instead of 5-8
Pipeline
Bi-directional sync with HubSpot, Salesforce, Pipedrive
Track all revisions and compare changes over time
DocuSign integration with signing status tracking
View tracking and engagement metrics per proposal
Architecture
Decoupled AI, Document, and Pricing services for scalability
Containerized deployment with Nginx reverse proxy
HubSpot, Salesforce, and Pipedrive integrations
Bi-directional CRM sync with webhook support
Data Model
Document-based schema optimized for flexible proposal structures with embedded analytics and version history.
5
Core collections
Embedded
Analytics & versions
organizations
_id, name, branding, crmConfig, subscription
proposals
_id, orgId, templateId, client, content, pricing, status, analytics[]
templates
_id, orgId, name, sections[], variables[], styling
products
_id, orgId, name, price, discountRules[]
analytics
_id, proposalId, event, viewDuration, deviceInfo, timestamp
Features
GPT-4 powered content tailored to client industry and needs
Dynamic templates with conditional sections and smart variables
Multi-CRM integration (HubSpot, Salesforce, Pipedrive)
Smart pricing engine with discount rules and approval workflows
DocuSign e-signature integration with status tracking
Real-time analytics with view tracking and engagement metrics
Impact
Reducing proposal creation from 4-6 hours to under 5 minutes, enabling 3x more client outreach and 100% pricing accuracy.
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