Evidence-led response automation

Proposals that answer every requirement, with evidence.

Proposals that answer every requirement, with evidence.

ProposalAI extracts every requirement from the RFP, finds the evidence in your own knowledge library, and drafts the response your experts finish.

Compliance matrixRFP-2026-0417RFP EXCERPT · SECTION 44.14.24.34.4REQUIREMENTS AND EVIDENCEIDREQUIREMENTEVIDENCESTATUSR-4.1EncryptionWhitepaper p.14EvidencedR-4.2SAML + RBACIdentity docsEvidencedR-4.324h noticePolicy v3.2PartialR-4.4ReferencesArchive 2024EvidencedEvidenced3 of 4Human review requiredR-4.3 conflicts with policy. Routed to the security lead before drafting.

One response system

RFPs and proposals

Map every buyer requirement to evidence your team can trust.

Security questionnaires

Re-use governed answers while routing exceptions to the right expert.

Due diligence questionnaires

Maintain a consistent voice across high-stakes diligence work.

How a response gets built

01 Extract

02 Map

03 Evidence

04 Outline

05 Draft

06 Check

Every response comes back to a human expert for approval before it leaves your team.

Built for the work between the RFP and the win.

Knowledge library

Bring approved content, source material, and experts into one governed evidence layer.

Deep research

Find the detail behind every claim.

Response generation

Draft answers against the evidence, not against a blank chat window.

Questionnaire completion

Keep complex question sets structured from intake to sign-off.

Governance

Versioned sources, accountable owners, and final expert approval built into the response process.

80%

less time

20+ hrs

returned weekly

30%

faster sales cycles

70%

faster complex responses

Designed for teams where every answer carries weight.

Technology and SaaS
Product, sales, and security teams responding from one approved source of truth.

Re-insurance brokers
Complex coverage narratives supported by traceable evidence and expert review.

Consulting firms
A consistent point of view across every high-value questionnaire and proposal.

Why not a general-purpose AI model?

General-purpose AI

Starts from a prompt. Requires manual context. Cannot show which approved source supports each statement.

Starts from the RFP. Maps requirements to governed evidence. Keeps people accountable for review and final approval.

800 requirements. One consistent voice.

A distributed proposal team made each expert’s knowledge easier to find, easier to reuse, and easier to approve. The result: 80% less time, 30% faster cycles, and 20+ hours returned every week.

Questions, answered.

ProposalAI mark

See ProposalAI run on your own RFP.

Bring a representative file. We’ll show the evidence, response structure, and review workflow your team can own.