AITransforms

Revenue · Consulting firm (14 people)

A stuck close rate, fixed by documenting the proposal, not changing the offer

18%31%

close rate, within one quarter

Internal company sales tracking over one quarter. Proposal turnaround also dropped from 2–4 hours to under one hour. The offer itself was unchanged.

The problem

A close rate stuck at 18% despite a strong offer and warm leads — caused by a proposal process improvised from scratch every time.

How it worked before

Every proposal was improvised, taking 2–4 hours each, with no template and no consistent decision logic for scope or pricing.

What we built

A documented proposal template with a 5-decision mental checklist and a short customization checklist — so each proposal is consistent and fast without losing fit.

What changed

Proposal turnaround fell from 2–4 hours to under an hour, and the close rate rose from 18% to 31% — without touching the underlying offer or pricing.

System shape

Inputs

Qualified lead + discovery context

Processing

Documented template + 5-decision checklist

Outputs

A consistent, customized proposal in under an hour

Method

  1. 1Map: locate the bottleneck at the proposal step, not the lead or the offer
  2. 2Structure: capture the implicit proposal decisions as a 5-point checklist + template
  3. 3Implement: roll the template into the team's proposal workflow
  4. 4Adapt: refine the checklist against won/lost outcomes over the quarter

Our role

Acted as lead operator, directly extracting tribal knowledge and configuring the AI architecture.

Why this is anonymized

Client identity is withheld under engagement confidentiality. The metrics are real and verifiable in a private reference call.

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