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Sales & Lead Gen#18 CRM Pipeline
Proposal & Quotation Generation Agent
"Beautiful, accurate proposals — generated in 30 seconds"
30 sec
Generation Time
100%
Accuracy
+24%
Win Rate
The Problem
Reps spend hours writing proposals. By the time it's sent, the lead has cooled. Errors creep in. Discounts get over-promised. Every proposal is a slow risk.
Workflow
How the system runs
- 01Rep triggers proposal from CRM/WhatsApp
- 02AI fetches customer + property data
- 03Pricing + EMI + offers computed
- 04Branded PDF generated
- 05Sent via WhatsApp / Email
- 06Tracked for opens
Customer Interaction
CRM Pipeline
New
—
Contacted
—
Qualified
1 active
Site Visit
—
Closed
—
P
Priya · Proposal
Stage · Qualified
87
Lead Score
Activity
- 11:04Rep requested quotation from CRM deal.
- 11:04Pricing rules, GST, EMI plan and offer validated.
- 11:05PDF sent by WhatsApp and email; open tracking enabled.
Dashboard & Reporting
Proposal Intelligence Dashboard
Proposal Intelligence Dashboard
Proposal approvals by day
Live
Proposals Generated
1,248
+38%
Quotations Sent
962
+31%
Avg Generation Time
30 sec
−96%
Acceptance Rate
26.4%
+8.1%
Pricing Accuracy
100%
+12%
Revenue Tracked
₹7.8 Cr
+34%
Proposal approvals by day
Approval rate
26.4%
accepted proposals
Avg generation
30 sec
−96%
Pricing overrides
0
guarded
Revenue tracked
₹7.8Cr
+34%
Operational Improvement
Before vs After
Before
- Reps spend 2+ hours per proposal
- Pricing errors and discount overruns
- Slow turnaround cools leads
- No standardisation
After
- Branded proposal in 30 seconds
- 100% pricing consistency
- Tracked opens + responses
- +35% acceptance rate, +24% win-rate lift
Business Impact
Measured outcomes
30 seconds
Proposal Turnaround
100%
Pricing Accuracy
+24%
Win Rate Lift
2 hrs/day
Rep Time Saved
Technology Stack
Enterprise architecture
3-week build · production-grade infrastructure
AI Layer
- OpenAI GPT-4o
- Claude 3.5
- Pricing Rules Engine
Document Layer
- Google Docs API
- PDF Generation Engine
- Branded Template Library
Automation Layer
- n8n
- Approval Workflow
Communication Layer
- WhatsApp Business API
- Gmail API
CRM Layer
- HubSpot
- Zoho CRM
Analytics Layer
- Power BI
- Win-Rate Reports
Suitable Industries
Real Estate Digital Marketing Agencies Software Companies Consulting Firms Insurance Financial Services B2B Sales
Implementation Brief
Proposal & Quotation Generation Agent rollout plan
Architecture, integration layers, operating rhythm and KPI governance for a 3-week production rollout.
System Walkthrough
6-step workflow · 6 KPI dashboard · pipeline interaction model
Project Note
"A 30-second proposal closes faster than a 30-minute one. Always."
Project Concept & Design
Anurag Dube
Developed Under
NeovraAI