Skip to content
Arc
Sign In Get started

How to turn RFP documents into a proposal

An RFP is not just a prompt. Treat it as the control document for the proposal: map the requirements, add your approved source material, draft against the buyer's structure, and review every important claim before export.

To turn RFP documents into a proposal: upload the RFP (PDF or DOCX) with all attachments and addenda, add supporting context like past proposals and case studies, build a requirement map from the buyer's sections and evaluation criteria, draft the response against that map, then review coverage — marking each requirement answered, partial, or missing — before exporting as a formatted PDF or DOCX. This treats the RFP as the control document rather than a one-line prompt, so the buyer's structure and terminology shape the output instead of a generic sales proposal.

Arc · real output

From a supplied scope to a proposal you can inspect.

The first page of the RFP response Arc wrote: the cover details, the notice that the buyer and bidder are fictional, and the start of the executive summary.
Related worked example · RFP response · RFP response: resident feedback and service analytics, Marlow Borough Council RFP 2026-14. View full size ↗

Read a real exported proposal alongside the brief Arc received. The example keeps supplied scope, commercial assumptions and reviewer responsibility visible.

RFP response: resident feedback and service analytics, Marlow Borough Council RFP 2026-14

A response to a council's request for proposals, written for an invented bidder: a cover letter, an executive summary, an answer to each of the ten mandatory and three desirable requirements, the team, two local-authority references, and a price built from the bidder's day rates and unit rates, with every line showing its days or units.

Inspect the source brief or data

Respond to Marlow Borough Council's request for proposals RFP 2026-14 on behalf of Larkfield Analytics Ltd. Answer each mandatory requirement R1 to R10 and each desirable requirement D1 to D3 in turn, using the supplied evidence file for the company, delivery team, past performance, rates, assurance and declarations. Then add a short section that shows where the response answers each evaluation criterion (method, delivery team, past performance, data protection and security) and price. Build every price line from the standard rates in the evidence file (the days of each role times the day rate, or the units times the unit rate) and show the days or units behind each line. Add nothing the evidence file does not state, and do not refer to appendices or attachments that the response does not contain. Put a notice on the cover page that the buyer and the bidder are fictional and the response is a worked example. Inputs: the buyer's document (rfp-marlow-council.md); the bidder's evidence file (larkfield-evidence.md); commercial terms: value 296,000 to 318,000 GBP, valid for 60 days, payment terms 'Invoiced monthly in arrears, payable within 30 days.'; deal context: The buyer and the bidder in this response are fictional, and this response is a worked example. The response is for a 24-month contract with an option to extend for 12 months, within the buyer's budget ceiling of 330,000 pounds excluding VAT.

Read the sample review notes

A separate reviewer agent read its 150 claims against the bidder's evidence file, the council's RFP and the deal terms: 132 are supported, 16 go a little beyond an input, 2 are in no input (it calls the price fixed, and it cites a 1,950-word limit nobody set) and none contradicts one. Every price line recomputes. It is not a person's review.

Prepare the source pack

Choose the proposal kind and supply the buyer brief, approved evidence, delivery assumptions and commercial terms. For RFP work, retain the issued requirements and separate known answers from missing evidence.

Review the proposed response

Inspect scope, exclusions, requirements and price assumptions. Use reviewable edits and saved comparisons; an unresolved buyer question needs an owner or an explicit qualification.

Package the reviewed version

Inspect the actual PDF, Word or HTML output. Tracked delivery activity and a recorded deal outcome answer different questions; verify the recipient, permissions and current approval state before sharing.

Buyer requirements and response ownership

Keep buyer RFP files separate from bidder evidence and approved reusable answers. Inspect extraction coverage, requirement source locations, questionnaire previews and submission limits. Response work can carry an SME owner, due date, escalation owner and required reviewer decisions. Compare an addendum with the source before changing a response.

Commercial schedules and recurring totals

Review each line's quantity, rate, unit, optional status and one-off, monthly or annual recurrence. Inspect recurrence totals and the estimated first-year total separately. Currency, supplied tax input and commercial assumptions need review. When importing Business metrics, select and review the source values before applying them to the schedule.

Buyer edition and submission package

Choose the current saved response or an approved edition. Inspect retained attachments, filled questionnaires, the compliance matrix and the package preview. A release manifest identifies stored delivery bytes. For tracked links, review recipient access, expiry, password and permissions separately from delivery activity and the recorded opportunity outcome.

A draft or readiness check is not approval of pricing, legal terms or a delivery commitment. Arc proposal drafting does not imply CRM, CPQ or tax-calculation automation.

From source material to reviewable draft

See what Arc helps your team review

Choose the proposal type, add the RFP, brief, notes, or prior work, then review a structured first draft before it reaches a client.

  1. 1Add source materialRFPs, briefs, notes, decks, and prior work
  2. 2Draft to the proposal typeSections and structure follow the real opportunity
  3. 3Review before deliveryYour team checks facts, scope, pricing, and commitments
The Arc response workspace: a queue of buyer requirements marked Needs Verification, beside one requirement's response, its source file and a warning that no supplier evidence is linked.
What your team reviews. A buyer requirement beside its response, its source file and status, and a warning that no supplier evidence is linked yet. This is a real Arc screen captured on 10 October 2026 with a fictional sample. The response in it was prepared by hand, so read it for the review controls.
The Arc create page with RFP Response selected among the proposal types, and the upload step starting below it with no files added.
Where it starts. Choose a proposal type, add source material, and keep the drafting controls visible. Arc takes up to 10 source files per proposal, at up to 500 MB each (64 MB for Word, Excel and PowerPoint files) and 2 GB in total.
The first page of the RFP response Arc wrote: the cover details, the notice that the buyer and bidder are fictional, and the start of the executive summary.
What Arc wrote. A response to a council's request for proposals, written for an invented bidder: a cover letter, an executive summary, an answer to each of the ten mandatory and three desirable requirements, the team, two local-authority references, and a price built from the bidder's day rates and unit rates, with every line showing its days or units. A separate reviewer agent read its 150 claims against the bidder's evidence file, the council's RFP and the deal terms: 132 are supported, 16 go a little beyond an input, 2 are in no input (it calls the price fixed, and it cites a 1,950-word limit nobody set) and none contradicts one. Every price line recomputes. It is not a person's review. PDFWord Follow three buyer questions through reviewer decisions to the returned workbook. That walkthrough is fictional and its answers and decisions are hand-authored; the returned file comes from Arc's exporter.
5 Steps to a Finished Proposal
Map Requirement Coverage
PDF/DOCX Export Ready
Sources Past Work, Proof, and Context

How do you turn RFP documents into a proposal?

The document conversion workflow. Gixo helps turn the RFP and supporting files into a first draft, while your team checks coverage, pricing, claims, and submission fit.

1

Upload the RFP Document

Upload your RFP as PDF or DOCX. Include any attachments, addenda, or supplementary materials that contain scope details or evaluation criteria.

2

Add Supporting Context

Upload past proposals, capability statements, case studies, or team bios. These files give the AI concrete details to weave into your response rather than generating generic content.

3

Build the requirement map

Select the RFP Response proposal type, then use the buyer's sections, obligation language, evaluation criteria, and submission instructions as the response map.

4

Review coverage and edit

Walk through the draft section by section. Confirm that mandatory requirements, proof points, pricing assumptions, exclusions, and commitments are supported by the RFP and your source files.

5

Export and Submit

Export as a formatted PDF or DOCX. The output preserves your structure, headings, and professional formatting for direct submission.

What are the 5 steps to turn an RFP into a proposal?

Step What you do Why it matters
1. Upload the RFP documentUpload as PDF or DOCX, including attachments and addendaScope details and evaluation criteria often live in supplementary files
2. Add supporting contextUpload past proposals, capability statements, case studies, team biosGives concrete details to draw from instead of generic content
3. Build the requirement mapSelect the RFP Response proposal type; use the buyer's sections, obligation language, evaluation criteria, and submission instructionsThe map becomes the coverage checklist for the whole response
4. Review coverage and editWalk through the draft section by section against the mapConfirms mandatory requirements, proof points, pricing, exclusions, and commitments are supported
5. Export and submitExport as formatted PDF or DOCXPreserves structure, headings, and formatting for direct submission

What the RFP controls

A strong RFP-to-proposal workflow preserves the buyer's structure instead of forcing the document into a generic sales proposal.

RFP signal How it should shape the proposal
Mandatory requirementsBecome coverage rows your team can mark as answered, partial, or missing.
Evaluation criteriaDetermine where the proposal needs the strongest proof, detail, and reviewer attention.
Submission instructionsControl format, deadline, attachments, signatures, page limits, and delivery method.
Scope and assumptionsShape the solution narrative, pricing model, exclusions, and implementation plan.
Buyer terminologyKeeps the response aligned with how the evaluator describes the problem.

How do you handle an RFP addendum after drafting has started?

Add the buyer's RFP addendum with the Buyer addendum source role, keeping the earlier request and its revision context available for comparison. Arc can compare extracted requirements from retained earlier and later sources and show new, changed or removed requirements and affected answers.

Inspect each change against the issued documents. Existing authored answers are preserved while affected responses can be flagged for review; Arc does not silently rewrite your commitments. Review the answer, owner, evidence, deadline and required attachments, then save and complete the current-revision checks before creating a release.

Requirement matching uses extracted numbering and text. Unread ranges, extraction limits and differently expressed changes can leave gaps, so this is a review aid rather than an exhaustive document diff. Addenda are supplied by the team; Arc does not monitor a procurement portal for them.

Frequently Asked Questions

Does Gixo help parse the RFP content?

Yes. Arc uses the uploaded RFP document to identify sections, requirements, evaluation criteria, and submission instructions. Your team should still review the map before relying on it for a final response.

What if my RFP has multiple attachments?

Upload all relevant attachments alongside the main RFP document. The AI processes all uploaded files as context, so addenda, appendices, and supplementary materials are all factored into the generated response.

Can I reuse parts of past proposals?

Upload previous proposals as source files. The AI draws from that content -- methodology descriptions, team qualifications, case studies -- and adapts it to fit the new RFP's requirements and structure.

How should I verify requirement coverage?

Compare the draft against the RFP requirement map, then mark each item as answered, partially answered, or missing. Use the proposal analyzer for an extra mechanical coverage pass before submission.

What proposal sections does the AI generate?

Typical sections include executive summary, understanding of requirements, technical approach, methodology, qualifications, timeline, pricing, and terms. The exact structure adapts based on the RFP's requirements.

How do I turn RFP documents into a proposal?

Upload the RFP as PDF or DOCX with all attachments and addenda, add supporting context such as past proposals and case studies, build a requirement map from the buyer's sections and evaluation criteria, draft the response against that map, review coverage by marking each requirement answered, partial, or missing, then export as a formatted PDF or DOCX for submission.

What sections does a proposal built from an RFP typically include?

Typical sections include executive summary, understanding of requirements, technical approach, methodology, qualifications, timeline, pricing, and terms. The exact structure adapts based on the RFP's requirements.

Turn your next RFP into a reviewable proposal

Upload the RFP, add your source material, draft against the requirement map, and check coverage before export.

Convert RFP to Proposal

Updated