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RAGProfessional ServicesSales

Proposal generation assistant

Drafts tailored proposals from CRM and discovery notes so sales spends time selling, not formatting.

−75%
proposal drafting time
proposals per rep
100%
on-brand output

Proposals took hours to assemble. We built an assistant that drafts them from CRM and discovery notes.

The challenge

  • Slow, manual proposals
  • Inconsistent quality
  • Reps pulled off selling

Solution architecture

CRM & notes
Retrieval
Draft generation
Human review
Proposal output

What we delivered

DiscoveryDevelopmentIntegrationTestingDeployment

Tech stack

RAGGPT-4CRM

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