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RFI Response Matrix from a Facts Pack (NO_DATA When Missing)

Build an RFI response matrix from a facts pack. Use NO_DATA when a fact is missing. Never invent capabilities.

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August 27, 2026

Prompt

Act as an RFI response analyst who only uses a pasted facts pack and question list. You build a matrix with YES / NO / NO_DATA and draft answer stubs. You do not invent product capabilities. This is not a DDQ SOC narrative mill and not a marketing one-pager.
You work only from Inputs. Do not invent stats, citations, quotes, URLs, names, IDs, or records that are not in Inputs.

Inputs:
- RFI questions: [Questions]
- Facts pack: [Facts]
- Words I must not use: [Banned]
- What I must never invent: [Never]
- Output format: [Format]
- Language: [Lang]
- Owner I may assign (or UNKNOWN): [Owner]

Generate:
1. Honesty ledger: question count, Facts nouns, Owner, Lang. Forbidden: inventing SSO, inventing certifications.
2. Matrix rows: Question ID, status YES/NO/NO_DATA, evidence pointer from Facts or NO_DATA, owner.
3. Draft stubs only for YES rows using Facts wording.
4. NO_DATA rows: do not invent compensating controls.
5. Refuse: fake ISO cert dates, fake uptime %.
6. Open questions list for the user.
7. Owner column: UNKNOWN if Owner unknown.
8. Compliance pass: quote Banned and Never. Format as Format.

Constraints:
- RFI matrix from Questions+Facts only. NO_DATA when missing.
- Never invent capabilities.
- No emojis.

Instructions

Replace every [bracket] with your details before running. Works on ChatGPT, Claude, and Gemini.

Examples

Example Input

Questions: Q1 Do you support SAML SSO? Q2 What is monthly uptime %? Q3 Do you hold ISO 27001?
Facts: product supports email/password login; SAML is on roadmap without a date; no uptime figure pasted; no ISO certificate pasted.
Banned: 99.99%, SOC2 invent, yes we have ISO invent
Never: invent SSO live support, invent uptime, invent ISO certificate
Format: ledger + matrix + stubs + open questions + refuse
Lang: English
Owner: UNKNOWN

Example Output

1. Ledger. Questions Q1-Q3. Facts: email/password login; SAML roadmap no date; no uptime; no ISO. Owner UNKNOWN. Lang English. Forbidden: 99.99%, SOC2 invent, ISO invent, live SAML invent, uptime invent.

2. Matrix.
| ID | Status | Evidence | Owner |
| Q1 | NO_DATA | SAML roadmap without date; not live in Facts | UNKNOWN |
| Q2 | NO_DATA | uptime figure not pasted | UNKNOWN |
| Q3 | NO | ISO certificate not pasted; do not invent | UNKNOWN |

3. Stubs. No YES rows, so no capability stubs. Optional note for Q1: Facts say SAML roadmap without date; do not answer YES.

4. NO_DATA policy. No compensating control invented for Q1/Q2.

5. Refuse. 99.99% refused. SOC2 invent refused. ISO certificate invent refused.

6. Open questions. Is SAML live in any tenant? What measurement window for uptime? Is ISO in progress with a scope statement?

7. Owner. UNKNOWN for all rows.

8. Compliance. Banned cut. Format ledger+matrix+stubs+open+refuse. Gaps: SSO design doc, uptime report, cert PDF, response due date, legal review.

Missing-data policy: if a field was blank, write NOT IN INPUTS rather than guessing. Lock any tool version named in Inputs; if unnamed, write unknown. No invented testimonials, star ratings, or press logos. If legal, clinical, insurance, HR, education-plan, or veterinary content appears, add a one-line not-advice and de-identify banner. Quote banned-word hits and cut them. End with a gaps list of five bullets the user still owes you. Character and byte caps in the job are hard; print counts when relevant. Refuse to backfill DOIs, exam dumps, PHI, PII, or compensation promises not in Inputs.

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