01 The starting point
A classic scalability problem for service businesses: the technical output was top-tier, but the sales process was a massive time sink.
After every sales call, the team spent over 4 hours drafting complex, personalized quotes. The dilemma was paralyzing:
- Keep quality highHalf a day of work per proposal — with the risk the client never buys, wasting the entire investment.
- Lower the qualityGeneric templates would damage brand perception and shrink the perceived value of the service.
We needed a way to keep the visual and technical excellence of the documents while drastically reducing the human time required to create them.
02 The solution
We didn't just make writing faster — we built a system that listens and drafts. It combines AI semantic analysis with PandaDoc document automation.
The workflow, developed entirely in-house, works like this:
Smart ingestion & analysis
The system automatically pulls the recording and transcript of the call as soon as it ends. A custom AI module analyzes the text to extract the client's pain points, the technical specs discussed and their tone of voice.
A minimal human touch
To guarantee accurate pricing, the operator only fills in a 2-3 question micro-form (project complexity, estimated budget). Combined with the call analysis, the AI uses it to structure the commercial offer.
Generation & draft
The AI fills a highly polished PandaDoc template: detailed cost breakdown, e-signature blocks, a deposit payment link and a draft follow-up email. All that's left is a quick review.
03 The results
The Proposal Generator transformed the sales department on two fronts: efficiency and conversion.
Tangible results:
−90%
drafting time
+17%
win rate
3.5h
saved per quote
Sending a complete, detailed, signable proposal 20 minutes after the call — while the client is still warm — signals extreme competence and organization. Speed became a decisive trust factor.
Key takeaway
“In B2B, speed is a form of quality. Making a client wait 3 days for a quote cools their enthusiasm and leaves the door open for competitors.”
Landing in their inbox 20 minutes after the call with a complete solution, a signable contract and an active payment method isn't just convenient — it's a demonstration of technical strength. If your sales process is slow and manual, you're telling the client your service will be too.