Proposal Generation

Proposal Generation

A First Draft you can Defend,
in Minutes

A First Draft you can Defend,
in Minutes

A First Draft you can Defend,
in Minutes

Not generic AI text. DocuSensa builds the proposal around what the RFP actually asks for, writes every section from your approved Knowledge Base, cites each source, and tells you where the evidence runs out.

Not generic AI text. DocuSensa builds the proposal around what the RFP actually asks for, writes every section from your approved Knowledge Base, cites each source, and tells you where the evidence runs out.

Draft step

1. Executive summary

1. Executive summary

Generated

Generated

Generated

Regenerate

Regenerate

Regenerate

2. Understanding of requirements

2. Understanding of requirements

Generated

Generated

Generated

Regenerate

Regenerate

Regenerate

3. Technical response

3. Technical response

Drafting

Drafting

Drafting

Assign

Assign

Assign

4. Compliance matrix

4. Compliance matrix

Queued

Queued

Queued

Assign

Assign

Assign

Where this module sits in the flow

Ingest

Try Free for 14 Days

Analyze

Try Free for 14 Days

Go/No-Go

Try Free for 14 Days

Draft

Try Free for 14 Days

Review

Try Free for 14 Days

Export

Try Free for 14 Days

How it Works

Four Steps from Blank Page to Submission

Four Steps from Blank Page to Submission

A guided path, with you in control at each stage.

01

Setup

Set the tone, your strengths, things to avoid, and pick an AI-designed structure or your own template.

02

Draft

Generate section by section from your Knowledge Base, with sources cited and gaps flagged.

03

Review

Track what is done, what is pending, and assign sections to teammates for a final pass.

04

Export

Check completeness, add supporting documents, and export a clean DOCX or PDF.

Setup

Tell it How you Want to Sound before it Writes

Tell it How you Want to Sound before it Writes

The Setup step is where the proposal takes on your voice. Choose a tone, add writing instructions, list the strengths you want emphasized and the things you never want said. An RFP brief is generated alongside, so the context is always in view.

Tone selection and custom writing instructions

Tone selection and custom writing instructions

Your unique strengths, so they surface in every relevant section

Your unique strengths, so they surface in every relevant section

Things to avoid, so they never appear

Things to avoid, so they never appear

An automatic RFP brief with summary, due dates, and source documents

Setup

Tone

Confident, formal

Structure

Built from this RFP

Strengths to emphasize

3 added

Things to avoid

2 added

Knowledge Base scope

Case Studies, Compliance

Proposed Structure

1. Executive summary

1. Executive summary

Requirement 1.2

Requirement 1.2

2. Understanding of requirements

2. Understanding of requirements

Section 3

Section 3

3. Technical response

3. Technical response

Annexure C

Annexure C

4. Delivery plan and team

4. Delivery plan and team

Section 6

Section 6

5. Compliance matrix

5. Compliance matrix

Annexure D

Annexure D

6. Commercial response

6. Commercial response

Annexure F

Annexure F

Structure built from the RFP

An Outline shaped by this Bid, not a Template forced onto it

An Outline shaped by this Bid, not a Template forced onto it

An Outline shaped by this Bid, not a Template forced onto it

The whole RFP is read end to end, including late annexures, and the section structure is built around its real requirements. Prefer your own layout? Choose a template and sections generate at the same quality inside it.

The whole RFP is read end to end, including late annexures, and the section structure is built around its real requirements. Prefer your own layout? Choose a template and sections generate at the same quality inside it.

Sections and subsections mapped to actual requirements

Sections and subsections mapped to actual requirements

Requirements buried late in the document are captured

Requirements buried late in the document are captured

Each section written as a whole, so drafts read coherently with less repetition

Use an AI-designed structure or your own section template

Use an AI-designed structure or your own section template

Grounded Generation

Every Claim shows where it came from

Every Claim shows where it came from

Every Claim shows where it came from

As each section is written, the source behind every claim is cited. Point the AI at specific folders and documents to keep it on scope. Not happy with a section? Regenerate it with your own instructions, or ask for a table instead of prose.

As each section is written, the source behind every claim is cited. Point the AI at specific folders and documents to keep it on scope. Not happy with a section? Regenerate it with your own instructions, or ask for a table instead of prose.

Generate, regenerate, assign, and mark done, right on each section

Generate, regenerate, assign, and mark done, right on each section

Choose the folders and documents that guide generation

Choose the folders and documents that guide generation

Add custom instructions when you regenerate

Add custom instructions when you regenerate

Insert tables and matrices where the RFP expects them

Insert tables and matrices where the RFP expects them

Section 3, Generated

1

Data is encrypted at rest and in transit, with access governed by role-based controls.

2

Content stays in-region during processing, configurable per deployment.

1

ISO 27001 statement

Verified

2

Data handling policy

Verified

Gaps flagged, never faked

Gaps flagged, never faked

When the Knowledge is not there, it says so

When the Knowledge is not there, it says so

Requirement: describe your experience with municipal water projects.

No supporting evidence found

Your Knowledge Base has no source for this claim yet. Add a relevant case study, or draft this section manually.

Proposal Copilot

A Second Pair of Eyes that remembers the Conversation

A Second Pair of Eyes that remembers the Conversation

A Second Pair of Eyes that remembers the Conversation

Copilot sits beside the draft through every step and keeps the thread, so you do not repeat yourself. It sees the whole section, not one sentence, which is why questions like does this flow or is this repetitive actually get a useful answer.

Copilot sits beside the draft through every step and keeps the thread, so you do not repeat yourself. It sees the whole section, not one sentence, which is why questions like does this flow or is this repetitive actually get a useful answer.

Conversation history kept across Setup, Draft, Review, and Export

Conversation history kept across Setup, Draft, Review, and Export

Full-section awareness for structure and coverage questions

Full-section awareness for structure and coverage questions

Responses stream in as they are written

Responses stream in as they are written

Stays grounded in your Knowledge Base

Stays grounded in your Knowledge Base

Proposal Copilot

This section feels repetitive. Tighten it?

COPILOT

Two paragraphs both cover encryption. I have merged them and moved residency up so it reads once, clearly. Apply it?

Does it still answer the full requirement?

COPILOT

Yes. Encryption, residency, and access control are all covered, each traced to a source.

Building your Proposal

Read RFP

Extract

Structure

Draft

Review

Drafting Section 4 of 6 from Case Studies and Previous Proposals.

Minimize and keep working

Minimize and keep working

Quality Review and Progress

Reviewed before you ever see it

Reviewed before you ever see it

Reviewed before you ever see it

Every draft passes through an automated quality review before it reaches you. On a first build, a five-stage progress view shows exactly what is happening, and you can minimize it and keep working while it runs.

Every draft passes through an automated quality review before it reaches you. On a first build, a five-stage progress view shows exactly what is happening, and you can minimize it and keep working while it runs.

Automated quality review on every draft

Automated quality review on every draft

Five-stage progress you can minimize

Five-stage progress you can minimize

The build waits until your documents are ingested

The build waits until your documents are ingested

Leaving and returning reconnects to the running job

Leaving and returning reconnects to the running job

Good Questions

About Proposal Generation

How much editing will I still need to do?

Expect a strong, grounded first draft that is worth refining, not rewriting. You bring judgement, win themes, and final polish. The AI brings structure, coverage, and traceable content.

Can I control which documents it draws on?

What if it invents something?

Will my template slow the AI down or reduce quality?

Good Questions

About Proposal Generation

How much editing will I still need to do?

Expect a strong, grounded first draft that is worth refining, not rewriting. You bring judgement, win themes, and final polish. The AI brings structure, coverage, and traceable content.

Can I control which documents it draws on?

What if it invents something?

Will my template slow the AI down or reduce quality?

Good Questions

About Proposal Generation

How much editing will I still need to do?

Expect a strong, grounded first draft that is worth refining, not rewriting. You bring judgement, win themes, and final polish. The AI brings structure, coverage, and traceable content.

Can I control which documents it draws on?

What if it invents something?

Will my template slow the AI down or reduce quality?

Keep Exploring

The other RFP Manager Modules

The other RFP Manager Modules

Knowledge Base

Your vetted content, organized for the AI

Explore Products

Editor and Export

Submission-ready DOCX and PDF

Explore Products

Admin, Editor, Reviewer

Explore Products

See the full RFP Manager overview

Go/No-Go

See it draft on your own RFP

The fastest way to judge grounding is to watch it run on a document you know. Start free and put a live bid through it.

Go/No-Go

See it draft on your own RFP

The fastest way to judge grounding is to watch it run on a document you know. Start free and put a live bid through it.

Go/No-Go

See it draft on your own RFP

The fastest way to judge grounding is to watch it run on a document you know. Start free and put a live bid through it.

AI RFP and Proposal Automation tool by Aviara Labs.

Grounded in your own work, from requirement to submission.

© 2026 Docusensa, All rights reserved.

Built by Aviara Labs Private Limited in Noida, India

sales@aviaralabs.com

DocuSensa