Enterprise prospects send 300-row security questionnaires, and every one used to stall deals for weeks. We built an AI agent that drafts answers from an approved library of policies and past responses — cutting turnaround from three weeks to two days.
Typical results
87%
Answers drafted automatically
12 hrs
Security time saved per questionnaire
Figures reflect typical results for this kind of automation.
The challenge
Every enterprise deal arrived with a security questionnaire — 200 to 400 questions, each in a different format. The security lead spent up to 14 hours per questionnaire hunting through policies and old spreadsheets for answers written months earlier. Turnaround stretched past three weeks, deals sat blocked in procurement, and sales started answering questions themselves — sometimes wrongly.
Before and after
Turnaround time
−90%Security-team hours per questionnaire
−86%Questions needing manual research
−87%The automation
We built a pipeline that parses each incoming questionnaire — Excel, PDF or portal export — into individual questions. An AI agent drafts an answer for each one from an approved library of past responses and current policies, citing its source, and flags the genuinely new questions for human attention. The security lead reviews the complete packet in a single pass, and every approved new answer flows back into the library for next time.
How it works
- 01
Questionnaire parsed
Every incoming questionnaire — Excel, PDF or portal export — is broken into individual questions automatically.
- 02
AI matches from the library
An AI agent searches the approved answer library and current policies, drafting a response for each question with its source cited.
- 03
New questions flagged
Genuinely new or ambiguous items are surfaced for the security team instead of hiding in row 214.
- 04
One sign-off pass
The security lead reviews the full packet in a single pass — editing flagged items, approving the rest.
- 05
Library learns
Approved new answers flow back into the library, so the next questionnaire starts even more complete.
Starts from
- Vendor questionnaire (Excel/portal)
- Policy & answer library
Delivers
- Security sign-off packet
- Completed questionnaire returned
- Library updated with new answers
The impact
Questionnaire turnaround dropped from three weeks to two days, with 87% of answers drafted automatically and only 13% needing manual research. Security-team time per questionnaire fell from 14 hours to about two, and enterprise deals stopped stalling in procurement while answers were hunted down.
Questions about this automation
Where do the AI-drafted answers come from?
The agent uses only an approved answer library and the company's current security policies. Each drafted answer cites the source it came from, so the reviewer can check it in seconds. When no approved source covers a question, the agent flags it as new instead of writing an answer of its own.
Which questionnaire formats are supported?
Excel files, PDFs and exports from vendor-review portals are parsed into individual questions, keeping the original order and section headers. Completed answers are written back into the format the prospect sent, so the returned file matches what their procurement or security team expects to receive.
How does the answer library improve over time?
Every new answer approved by the security lead is added to the library with its question, wording and source policy. The next questionnaire that asks something similar starts from that approved answer, so the share of questions drafted automatically grows with each review cycle.