AI Sales Engineer · Security Questionnaires

Security questionnaire automation, built on your evidence

Security questionnaires pull sales engineers off live deals for days of repetitive control lookup. Automation answers SIG, CAIQ, and VSA controls from your verified evidence — citation attached, human-approved — so security reviews clear in hours.

SIG · CAIQ · VSAQuestionnaire formats answered
Hours, not daysTypical turnaround
Evidence-citedEvery control answer sourced
The bottleneck

Why security questionnaires drain SE capacity

01

Hundreds of repetitive controls per review

Most controls were answered before, but matching each one to current evidence by hand takes days of expert time.

02

Evidence lives in too many places

SOC 2 reports, policies, and prior answers are scattered, so finding the right proof for each control is slow.

03

Answers must be defensible

A wrong or unsupported answer to a security team can sink a deal, so reviews demand careful expert verification.

04

Volume scales with pipeline

As deals grow, questionnaire load grows linearly — and it always lands on the same scarce specialists.

How it works

How security questionnaire automation works

AI drafts each control answer from a single source of security truth and cites the evidence, then routes uncertain items to a human — so reviews are fast and defensible.

01Import

Parse the questionnaire

Imports SIG, CAIQ, VSA, or custom control sheets into structured questions.

02Match

Map controls to evidence

Links each control to your verified security evidence and prior approved answers.

03Draft

Answer with citations

Generates each answer with the supporting evidence reference attached.

04Review

Route the gray areas

Flags low-confidence controls for a security SME to verify quickly.

05Return

Deliver in their format

Exports the completed questionnaire back in the requested format.

Security reviewsshould not stall the deal.

Security questionnaire automation answers from your own verified evidence, with citations and human approval — so reviews clear faster and your specialists stay on the deals that need real judgment.

SIG · CAIQ · VSA
Formats handled
One source
Of security truth
Every answer
Cited and reviewable
How the approaches compare

Security questionnaire automation vs. the alternatives

Vendors clear security reviews one of three ways: manual evidence lookup, a GRC or response-library tool, or an AI sales engineer that answers from a single source of security truth. Here's how they differ on speed and defensibility.

What matters in a security reviewRecommendedAI questionnaire automation (AI sales engineer)GRC / response-library toolManual evidence lookup
Answers SIG, CAIQ & VSA controls automatically
Drafted from your evidence
LimitedSuggests saved answers
Control-by-control by hand
Citation on every control answer
Evidence reference attached
Limited
Single source of security truth
SOC 2, policies, prior answers
LimitedLibrary needs manual upkeep
Evidence scattered
Routes gray areas to a security SME
Low-confidence flagged
LimitedManual assignment
Covers the full deal cycle, not just security
RFPs, DDQs, proposals, demos
Security questionnaires only
Typical turnaround
Hours
LimitedDays
Days, ties up specialists
Common questions

Security questionnaire automation, answered

01
What is security questionnaire automation?
Security questionnaire automation drafts answers to SIG, CAIQ, VSA, and custom control questionnaires by mapping each control to your verified security evidence, attaching the citation, and routing uncertain items to a human reviewer — cutting turnaround from days to hours.
02
How does it keep answers defensible?
Every answer is drafted from your approved evidence — current SOC 2 reports, policies, and prior reviewed responses — with the source attached, and a security SME approves before it goes back to the buyer.
03
Which questionnaire formats does it support?
It handles standard formats like SIG, CAIQ, and VSA as well as custom control spreadsheets, and exports the completed questionnaire back in the requested format.
04
Does this replace our security or SE team?
No. It removes the repetitive control lookup so your specialists focus on the gray-area judgment and the architecture conversations that actually move security deals.

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