PROPOSAL ENGINE · ACTIVE
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Generative AI · Professional Services

Stop Rewriting Every Proposal From Scratch.

A global services firm deployed a Generative Proposal Assistant grounded in their case library, pricing guidance, and brand voice — integrated directly with Salesforce to draft winning proposals from actual opportunity records in under 5 minutes.

See the Impact Explore the Solution
Industry
Prof. Services
Firm Size
4,200 Staff
Proposals / Yr
2,840+
Published
Oct 2026
propose.ai / draft
GENERATING
PULLED FROM SALESFORCE · OPP-2026-4821

CLIENT

Meridian Health Systems

DEAL VALUE

$2.4M

SERVICE LINE

Digital Transformation

CLOSE DATE

Dec 15, 2026

AI-GENERATED DRAFT · 4.2 MIN

M
Proposal for Meridian Health

Executive Summary

Meridian Health Systems seeks to modernize its patient data infrastructure across 14 facilities. Based on our similar engagement with Pacific Medical Group (see Case #2847), we propose a phased digital transformation...

Approach & Methodology

Our 3-phase framework — Discover, Architect, Deploy — has been validated across 38 healthcare engagements totaling $140M+ in delivery...

Investment

Total investment: $2.38M over 18 months. Pricing aligned with Rate Card v4.2 and partner discount tier...

BRAND VOICE

98%

CASE RELEVANCE

94%

PRICING ACCURACY

100%

First draft in

<5 min

Assets Reused

1,240+ modular blocks

First Draft
0

From CRM opportunity to complete draft

Brand Voice
0

Consistency score across all proposals

Reusable Assets
0

Modular content blocks in library

Win Rate Lift
0

Improvement in proposal win rate

The Challenge

Every Proposal Started From a Blank Page.

With 2,840+ proposals per year across 14 service lines, senior consultants spent an average of 28 hours per proposal — copy-pasting from old decks, hunting for case studies, and manually assembling pricing. Brand voice was inconsistent, and the best win stories were buried in email threads.

!

28 hours per proposal

Senior consultants pulled off billable work to write

!

Inconsistent brand voice

14 service lines, 14 different writing styles and formats

!

Case studies trapped in silos

Best win stories lived in personal folders and email threads

!

Pricing errors in 22% of proposals

Manual rate card lookups led to margin leakage

28hrs

Average time per proposal

22%

Proposals with pricing errors

14

Inconsistent brand voices

$6.8M

Annual non-billable proposal cost

PROPOSAL TIME BREAKDOWN · BEFORE 28 HRS AVG
Researching past cases8 hrs
Writing from scratch10 hrs
Pricing & SOW assembly6 hrs
Internal review cycles4 hrs

71% of time spent on research and writing — not strategy.

The Solution

A Proposal Engine That Knows Your Firm

Three integrated layers — CRM context, knowledge-grounded generation, and brand enforcement — transform proposal creation from a 28-hour ordeal into a 5-minute first draft.

CRM-Grounded Drafting

Pulls client name, industry, deal size, service line, and stakeholder context directly from Salesforce opportunity records. No manual data entry.

  • ◆ Salesforce native integration
  • ◆ Auto-populated context
  • ◆ Stakeholder-aware tone

Case Library + Pricing RAG

RAG pipeline over 3,400+ past proposals, case studies, and the firm's rate card. Every claim is sourced. Every price is validated.

  • ◆ 3,400+ indexed proposals
  • ◆ Rate card validation
  • ◆ Source citations

Brand Voice Enforcement

Fine-tuned style guardrails ensure every proposal sounds like the firm — not a generic AI. Tone, terminology, and formatting locked to brand standards.

  • ◆ Brand style guide baked in
  • ◆ 98% voice consistency
  • ◆ Reusable modular blocks
How It Works

From Opportunity to Proposal in 5 Minutes

One click in Salesforce. The AI handles the rest.

01 · TRIGGER 1

Click "Generate"

Sales rep clicks one button on the Salesforce opportunity record.

CRM 1-click
02 · RETRIEVE 2

RAG + Context

Pulls relevant cases, pricing, team bios, and service descriptions.

RAG Vector
03 · GENERATE 3

Draft in Brand Voice

GenAI writes executive summary, approach, team, pricing, and SOW.

LLM 4.2 min
04 · REFINE 4

Human Polish

Partner reviews, edits inline, and exports to branded template.

Edit Export
Before vs After

From Blank Page to Winning Proposal

Before

Manual Assembly

  • Time to first draft28 hrs
  • Brand consistency62%
  • Pricing accuracy78%
  • Case study inclusion1–2 per proposal
  • Win rate34%
  • Content reuse~15%
TRANSFORMED
After

GenAI Proposal Engine

  • Time to first draft4.2 min (-99%)
  • Brand consistency98%
  • Pricing accuracy100%
  • Case study inclusion4–6 per proposal
  • Win rate52% (+18%)
  • Content reuse78%
"Our partners used to dread proposal season. Now they click a button in Salesforce and get a better first draft than they could write in a weekend — with the right case studies, the right pricing, and our exact brand voice. We've won $42M in deals we would have lost to faster competitors."
JW

Jennifer Walsh

Chief Growth Officer, Apex Consulting Group

Detailed Results

12 Months of Measurable Impact

Operational Gains

Proposal creation time-99%
Brand voice consistency98%
Pricing error elimination-100%
Content reuse rate78%
Win rate improvement+18 pts

Business Impact (Annual)

$0

New revenue won

$0

Non-billable cost saved

0

Consultant hours freed

0

3-year ROI multiple

Payback period

Under 3 months

Based on 2,840 proposals/year · 4,200-person firm

Technology Stack

Enterprise-Grade. CRM-Native. Brand-Safe.

LLM (GPT-4 / Claude) RAG (Vector DB) Salesforce Native Brand Voice Fine-Tuning Document Parsing (PDF / DOCX) Pricing Engine API SOC 2 · ISO 27001 Multi-tenant SaaS
READY FOR YOUR FIRM

Stop Writing Proposals From Scratch.

See how a GenAI proposal engine can cut your draft time from 28 hours to 5 minutes — with perfect brand voice, validated pricing, and your best case studies baked in.

Book a Live Demo
Salesforce native Pilot in 2 weeks SOC 2 compliant