Sales · Detect & Respond
AI RFP response automation with citations
Doe reads the questionnaire, searches your approved source material, drafts the first pass, and shows reviewers exactly what each answer is based on.
Works acrossDoe LibrarySalesforceSlack
What you get.
AI RFP response automation uses your approved document library to draft first-pass answers with citations. Revenue teams move faster because they stop hunting through old files and start reviewing a source-backed draft instead.
Inputs, output, and review.
- 01InputsRFPs, DDQs, security questionnaires, and approved source docs
- 02OutputFirst-pass response package with citations
- 03Human reviewUnsupported answers and risky claims
RFP work is mostly searching old answers, copying text, and fixing inconsistencies
A new RFP lands and the team starts the same routine: search old response folders, copy from prior deals, and hope the answer is still accurate.
The painful part is not writing from scratch. It is proving that the answer is current, approved, and supported by something the company can stand behind.
What changes.
- 01First-pass speedBefore · Hours spent digging through old answersWith Doe · Grounded first pass assembled from the approved library
- 02Answer consistencyBefore · Different contributors answer similar questions differentlyWith Doe · Responses start from one approved source base
- 03Trust and proofBefore · Reviewers ask where each answer came fromWith Doe · Drafts include source citations from the start
- 04Reviewer coordinationBefore · Everyone gets dragged into the whole packetWith Doe · Only true gaps and risky claims are escalated
How Doe automates the first pass of an RFP
- 01Parses the RFP, DDQ, or questionnaire into structured questionsDoeDoe broke a 96-question security questionnaire into sections for infrastructure, access control, data retention, and incident response
- 02Searches the approved library for relevant source materialDoe LibraryDoe pulled current security policies, product docs, and prior approved answers instead of relying on stale spreadsheets
- 03Drafts answers with citations and confidence signalsDoeEach answer included the draft response, source file, page reference, and a flag when the supporting material looked incomplete
- 04Routes gaps and risky items to the right reviewersSlackLegal, security, and sales engineering were tagged only on the questions that needed human review
- 05Logs the response package against the opportunity recordSalesforceDoe attached the working response set to the deal record so the team could track progress inside the active opportunity
- 06RecurringWhen a new RFP or questionnaire is uploaded to the active dealDoe can start as soon as a new questionnaire appears, build the source-backed first pass, and route only the unresolved sections to the right people. First-pass response package routed to the right reviewers.
Start with the right source material.
- 01Add your library and toolsAdd or select the source files Doe should use, then connect the tools this task needs. No API keys, no engineering.
- 02Describe what you need“When a new RFP, DDQ, or security questionnaire is uploaded, draft the first pass from our approved library, attach citations to each answer, flag anything unsupported, and route only the gaps for review.”
- 03It runs on scheduleRuns whenever a new response packet is uploaded or linked to an active opportunity.
Before you delegate.
- 01Does Doe answer from approved documents only?Yes. Teams can limit Doe to approved source material, so reviewers start from source-backed answers instead of open-ended drafts.
- 02How does Doe avoid stale RFP answers?Use an approved answer library and current policy docs. Doe cites each answer and flags weak or missing support instead of recycling old deal text.
- 03Can it handle spreadsheets, PDFs, and portal exports?Yes. RFPs and questionnaires often arrive as spreadsheets, PDFs, or portal exports. Doe can parse the packet before drafting answers.
- 04How do reviewers check the source for each answer?Each answer should carry a citation back to the source file and page so reviewers can verify the claim quickly.
- 05What happens when the library does not contain an answer?Doe flags the gap instead of inventing an answer. The reviewer, sales engineer, or legal owner then supplies the missing source.
- 06Can this work for security questionnaires and DDQs too?Yes. Security questionnaires and DDQs rely on repeatable answers tied to approved source material.