◆ Proposal Generator Agent

Tailored proposals in minutes — accurate, on-brand, human-approved

A hot prospect asks for a proposal, then waits days while a rep digs out an old deck and yesterday's pricing — and the deal cools. Our Proposal Generator Agent drafts a complete, tailored, on-brand proposal in minutes from your approved templates, live CRM data and real pricing. It never invents a claim or a number, and every proposal goes to a human to review and approve before it reaches a customer.

4.9★★★★★
4.8★★★★★
5.0★★★★★
MinutesA tailored draft, not a blank page
💲
AccuratePricing from your price book, never invented
ApprovedA human signs off before every send

Trusted by startups, scale-ups & enterprises worldwide

Where proposals go wrong

The proposal problems that slow deals and cost margin

Proposals are where momentum is won or lost — slow turnaround, inconsistent quality, pricing errors and version chaos all quietly cost deals. Click a panel to see the problem, how the agent fixes it, and what changes.

01Proposals take days
Speed

By the time the proposal is ready, the deal has cooled

A hot prospect asks for a proposal, and then waits — while a rep digs out an old deck, hunts for current pricing, and rewrites the same sections again. Days pass, momentum drains, and the deal loses the heat it had.

💡Our fix: The agent drafts a tailored, on-brand proposal in minutes from your approved templates, current pricing and live CRM data — so a prospect gets a polished proposal while they’re still hot, and a rep just reviews and sends.
Minutesnot days
Momentumkept
Rep justreviews & sends
02Every one is different
Consistency

Every rep sends their own version of the truth

Without a system, each proposal is hand-assembled, so branding drifts, sections vary, and the messaging a customer sees depends entirely on which rep built the document. It looks inconsistent — and inconsistency reads as unprofessional.

💡Our fix: The agent assembles every proposal from approved, on-brand templates and content blocks, so each one is consistent, polished and correct — the same high standard whoever the deal belongs to.
Consistentevery proposal
On-brandalways
Professionalevery time
03Wrong pricing
Accuracy

A stale price in a proposal is a promise you didn’t mean to make

Copy-paste from an old quote and yesterday’s pricing sneaks into today’s proposal. A wrong number that reaches a customer is awkward at best and a margin or legal problem at worst — and manual assembly makes it far too easy.

💡Our fix: The agent pulls pricing straight from your price book or CPQ and populates figures from real deal data — it never invents a number — so what the customer sees is accurate, current and approved.
Accuratecurrent pricing
Fromyour price book
Noinvented numbers
04Reps write, not sell
Rep Time

Your closers spend hours in a document editor

Building proposals by hand eats hours that reps should spend selling. The more deals in flight, the more time disappears into formatting, copy-pasting and reformatting — exactly the work a closer shouldn’t be doing.

💡Our fix: The agent does the drafting, formatting and assembly, so reps spend minutes reviewing instead of hours writing — and get that selling time back for the conversations that actually close.
Hourssaved per deal
Repsback to selling
Moreproposals out
05Version chaos
Control

"Which version did we actually send them?"

Multiple drafts, email attachments and edits later, nobody’s sure which proposal the customer has, what was promised, or what was approved. That’s a real risk when the document is effectively a commercial offer.

💡Our fix: The agent keeps every proposal versioned, tracked and logged to the CRM, with a clear approval trail — so you always know exactly what was sent, to whom, and who signed it off.
Versioned& tracked
Clearapproval trail
Loggedto the CRM
What it does

What the Proposal Generator Agent Handles

From a qualified opportunity to a signed document — drafting, pricing, personalising and delivering proposals fast, accurately and on-brand, with a human approving every one.

Turns a qualified opportunity into a complete, tailored first-draft proposal in minutes — pulling the right structure, content and detail from your approved library — so a rep starts from a polished draft, not a blank page.

  • Draft-ready in minutes
  • From a qualified opportunity
  • Complete, tailored first draft
  • Rep starts from polished, not blank
Draft proposals in minutes → →

Chooses the right template and assembles the right sections for each deal — by product, segment, deal size or use case — from your approved, on-brand content blocks, so every proposal is both tailored and consistent.

  • Right template per deal type
  • Approved on-brand content blocks
  • Tailored section selection
  • Consistent structure & branding
Assemble the right proposal → →

Populates pricing straight from your price book, CPQ or deal data — line items, discounts, bundles and totals — so every figure is current and correct. It never invents a number, and it flags anything that needs approval.

  • Pricing from your price book / CPQ
  • Line items, bundles & totals
  • Never invents a figure
  • Approval flags on exceptions
Get pricing right every time → →

Populates each proposal with the real details of the deal from your CRM — the prospect’s name, needs, goals, stakeholders and prior conversation — so it reads as written for them, not a generic template with the logo swapped.

  • Populated from live CRM data
  • Tailored to the prospect’s needs
  • References the real conversation
  • Personal without manual effort
Personalise from CRM data → →

Keeps every proposal on-brand and within your approved terms, language and guardrails — so nothing off-message, non-compliant or off-piste reaches a customer, and reps can’t accidentally promise what they shouldn’t.

  • On-brand design & language
  • Approved terms & clauses only
  • No rogue commitments
  • Guardrails on what can be offered
Keep proposals on-brand → →

Every proposal is drafted for a human to review, adjust and approve before it goes to a customer — with approval gates for discounts, non-standard terms or large deals — so speed never comes at the cost of accountability.

  • Human review before every send
  • Approval gates for exceptions
  • Discount & terms sign-off
  • Speed with accountability
Add review & approval gates → →

Sends the approved proposal for e-signature, tracks when it’s opened and viewed, and notifies the rep — so the moment a prospect engages with the proposal, your team knows and can act.

  • One-click send for e-signature
  • Open & view tracking
  • Rep notifications on engagement
  • Faster path to signed
Send & track proposals → →

Maintains a library of approved, reusable proposal content, and shows you which proposals, sections and pricing win — so your proposals get sharper and more persuasive over time, backed by data.

  • Approved reusable content library
  • Win-rate & section analytics
  • What-wins insight
  • Continuous proposal improvement
See what wins deals → →
Our track record

AI excellence, backed by numbers

More than a decade delivering measurable results for enterprises, SMEs and technology companies worldwide.

15+Years in software engineering
250+Projects delivered
100+AI, data & software engineers
350+Global clients
91%Client retention
4.9★Average client rating
24/7Drafts ready any time
0Proposals sent without approval
Case studies

Proposal Generator Case Studies

Three teams that turned proposals from a bottleneck into a same-day advantage.

SaaS

Proposals out same day, not same week

Challenge: A B2B SaaS team took days to turn around proposals, and hot deals cooled while prospects waited for a document.

Solution: The agent drafted tailored proposals in minutes from approved templates, CRM data and live pricing, ready for a rep to review and send the same day.

Minutesto first draft
Same-dayproposals
+29%proposal-to-close
Manufacturing

Complex quotes, right the first time

Challenge: A manufacturer’s quotes were complex and error-prone — wrong configurations and stale pricing slipped through and cost margin.

Solution: The agent assembled configuration-correct proposals with pricing straight from the price book, flagging exceptions for approval before anything went out.

Accuratepricing & config
Fewercostly errors
Approvalon every exception
Professional Services

Consultants selling, not formatting

Challenge: Consultants spent hours building bespoke proposals by hand, losing billable and selling time to document formatting.

Solution: The agent produced tailored first drafts from a proven content library, so consultants reviewed and personalised in minutes instead of building from scratch.

Hourssaved per proposal
Consistentquality
Moretime selling

Proposals taking days and full of copy-paste errors?

Get a free 30-minute assessment. We'll look at how you build proposals, what the agent can draft and price, and how we'd keep it accurate and human-approved — no pitch.

Get My Free Assessment →
Brief to signed

What the Agent Handles, End to End

Everything between a qualified opportunity and a signed proposal — drafted in minutes, priced accurately, kept on-brand, and approved by a human.

Minutes, Not Days

Instant drafting

A complete, tailored proposal drafted in minutes, while the deal is still hot.

Right Template

Smart assembly

The right template and sections for each deal, from approved on-brand blocks.

Accurate Pricing

From your price book

Current, correct figures pulled from your pricing — never an invented number.

Personalised

From CRM data

Populated with the real deal so it reads as written for that prospect.

On-Brand & Compliant

Approved terms only

Consistent branding and language, within the terms you allow.

Human-Approved

Never auto-sent

Every proposal reviewed and approved by a person before a customer sees it.

E-Sign & Tracking

Faster to signed

Sent for signature, with open tracking and rep alerts on engagement.

Analytics

What wins

Insight into which proposals and pricing close, so they get sharper over time.

How we work

How We Build and Deploy Your Proposal Agent

A structured path from your templates and pricing to an agent that drafts fast, prices accurately, stays on-brand, and routes every proposal for approval.

1

Discover

Map how you build proposals today — templates, pricing, content, CRM and approvals — and where it slows down.

2

Design

Define templates, content blocks, pricing logic, personalisation and the approval gates you need.

3

Connect

Integrate your CRM, price book/CPQ, document and e-sign tools so the agent builds from live, correct data.

4

Build

Engineer drafting, assembly, pricing and personalisation, with your brand, terms and guardrails baked in.

5

Safeguard

Add approval workflows, exception flags, versioning and audit logging.

6

Pilot

Run on one product or team, check accuracy, brand and speed, and tune templates and pricing rules.

7

Roll out

Extend across products, teams and deal types, with the approval levels you choose.

8

Optimise

Feed win data back in, and refine templates, content and pricing so proposals keep getting sharper.

Send proposals in minutes — accurate and approved

Book a free, no-obligation consultation. We'll map your proposal process, show what the agent can draft and price, and give you a costed plan — including how we keep it accurate, on-brand and human-approved.

★★★★★ Rated 4.9/5 across Clutch, Google & GoodFirms
Deep expertise

Technical Expertise Behind the Agent

Depth across agents, document generation, pricing and CPQ, CRM integration and approval workflows — the engineering that makes proposals fast, accurate and accountable.

🤖

AI Agent Design & Orchestration

Tool-using agents that draft, assemble, price and personalise — then route to a human for approval.

📄

Document Generation & Assembly

Template and content-block assembly that produces polished, on-brand, consistent proposals at speed.

💲

Pricing & CPQ Integration

Accurate pricing pulled from price books and CPQ, with discount rules and exception handling.

🎯

CRM-Driven Personalisation

Populating proposals with live deal data so each one is tailored without manual effort.

🛡️

Brand, Terms & Guardrails

Keeping every proposal on-brand and within approved language, terms and commercial limits.

Approval Workflow Design

Review and sign-off gates for discounts, non-standard terms and large deals, done cleanly.

✍️

E-Signature & Tracking

Send-for-signature, open tracking and rep alerts that shorten the path to a signed deal.

🔐

Security, Data & Audit

Encryption, access control, versioning and audit trails for documents that carry commercial weight.

📊

Proposal Analytics

Win-rate and content analytics that show what closes and drive continuous improvement.

Our toolkit

Technologies We Leverage

A modern agent stack that plugs into the CRM, CPQ, document, content and e-sign tools you already run — so proposals are built on live, correct data.

Foundation Models & LLMs

OpenAI Anthropic Claude Google Gemini Meta Llama Mistral AI Hugging Face

Agent Frameworks

LangGraph CrewAI AutoGen OpenAI Agents SDK LangChain LlamaIndex

CRM Platforms

Salesforce HubSpot Pipedrive Zoho CRM MS Dynamics Close

Proposals, Docs & E-Sign

PandaDoc DocuSign Proposify Qwilr Google Docs Word / M365

CPQ & Pricing

Salesforce CPQ HubSpot Quotes DealHub Conga CPQ Subskribe Price Book

Content & Knowledge

Highspot Seismic SharePoint Notion Confluence Drive

Channels & Collaboration

Slack Teams Email Calendar Zoom WhatsApp

Security, Data & Monitoring

Auth0 Vault Cloudflare LangSmith Langfuse Prometheus
Every sales team

Proposal Generation for Every Industry

From high-volume SaaS quotes to complex engineering bids, the agent adapts to your proposals, your pricing and your compliance obligations.

Client voices

What Our Clients Say

The reason revenue teams trust the agent to draft — and keep humans on the approval.

Video Testimonials

Why ZTS India

Why Businesses Choose ZTS India for Proposal Generation

A partner that makes proposals fast and consistent — accurate, on-brand, fully auditable, and always human-approved before they reach a customer.

Minutes, not days

A tailored, on-brand proposal drafted in minutes keeps deals hot — reps review and send instead of building from a blank page.

Fast, but human-approved

Every proposal is reviewed and signed off by a person before a customer sees it, with gates for discounts and non-standard terms. Speed with accountability.

💲

Accurate by design

Pricing comes from your price book and content from approved sources — the agent never invents a figure or a claim, so what customers see is correct.

🛡️

On-brand and compliant

Consistent branding and approved terms on every proposal, so nothing off-message or off-limits reaches a customer.

🔗

Deep CRM, CPQ & doc expertise

15+ years connecting systems. The agent builds from live CRM, pricing and content, and logs everything back.

📊

Sharper over time

Win analytics show which proposals and pricing close, so your proposals keep improving instead of going stale.

Ready to turn proposals from bottleneck to advantage?

Tell us how you build proposals today. We'll come back with an honest view of what the agent can draft and price, how we'd keep it accurate and approved, and a transparent estimate — free.

No obligation · Response within 1 business day · NDA on request
Good to know

Frequently Asked Questions

It’s an AI agent that turns a qualified opportunity into a complete, tailored, on-brand proposal in minutes. It selects the right template, assembles approved content, pulls accurate pricing from your price book, personalises the document from live CRM data, and hands it to a rep to review and send — with a human approving every proposal before it reaches a customer. It removes the days of manual document-building that let hot deals cool, without sacrificing accuracy or accountability.

No — and this is deliberate. The agent produces a draft; a human always reviews, adjusts and approves before anything goes to a customer, with sign-off gates for discounts, non-standard terms and large deals. It gives you the speed of automated drafting with the control of human approval, because a proposal is effectively a commercial commitment.

Pricing is pulled straight from your price book, CPQ or deal data — line items, discounts, bundles and totals — rather than generated or guessed. Anything outside your pricing policy is flagged for approval before it can go out. That means current, correct figures reach customers, and a wrong or unauthorised price never slips through in a copy-pasted document.

No. It assembles proposals from your approved content library, real CRM data and actual pricing — it does not fabricate capabilities, statistics or figures. Everything in the proposal traces back to approved source material, so what a customer reads is true and sanctioned, not generated from thin air. This is a core design principle, not an afterthought.

It builds only from your approved templates, content blocks, language and terms, so every proposal is consistent, on-brand and within the commercial and legal guardrails you set. Reps can’t accidentally include off-message content or promise non-standard terms, because the agent works inside the boundaries you’ve approved — and anything outside them routes to a human.

It populates each proposal from the live details in your CRM — the prospect’s name, needs, goals, stakeholders and the prior conversation — so the document reads as genuinely written for that customer rather than a generic template with the logo changed. You get personalisation at scale without a rep spending hours tailoring each one.

We integrate with CRMs like Salesforce, HubSpot, Pipedrive and Zoho, proposal and e-sign tools like PandaDoc, DocuSign, Proposify and Qwilr, CPQ and pricing systems, and content and knowledge tools like Highspot, Seismic and SharePoint. Proposals and their status are logged back to your CRM. In-house systems integrate via their API.

Yes. Once a proposal is approved, the agent can send it for e-signature, track when it’s opened and viewed, and alert the rep when the prospect engages — so your team knows the moment a proposal lands and can follow up at exactly the right time, shortening the path to a signed deal.

No — it removes the document grind, not the people. Reps and proposal teams stop spending hours formatting and copy-pasting, and instead review a strong draft and add the judgement, relationship and negotiation that only a human brings. It frees your team for the high-value work and keeps them firmly in control of what goes out.

A proposal agent for defined templates and pricing can typically pilot in a few weeks — we set up your templates and content, integrate CRM and pricing, add approval workflows, tune against real deals, then scale. Cost depends on proposal complexity, pricing logic and integrations; we usually start fixed-scope so you see the value quickly, then expand. The initial assessment call is free.

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