Best use: before a founder, CRO, CTO, CISO, security lead, product lead or RevOps owner replies to enterprise AI trust questions where facts are scattered across sales, product, engineering, support, security, legal, privacy and finance.
Buyer trigger questions
When sales is blocked
- “Our enterprise buyer sent an AI security questionnaire and nobody owns the answers.”
- “Sales needs an AI Act or GDPR-aware answer pack before procurement will move.”
- “The trust centre has generic security answers, but not AI-specific evidence.”
When AI facts are scattered
- “AI use cases are spread across product, support copilots, internal automations and experiments.”
- “We use LLM APIs or AI vendors, but the vendor, data and human-review map is not buyer-ready.”
- “The questionnaire asks about model risk, data retention, monitoring, human review, disclosure and incident handling.”
| Evidence field | What to capture | Owner to assign | Example proof link/status | Do not claim unless formally verified |
|---|---|---|---|---|
| Buyer question | Exact question from procurement, security, legal, privacy, DPO, risk, customer success or investor diligence. | Sales/security owner | Questionnaire row, email thread or portal screenshot. | That the buyer has accepted the answer. |
| AI use case | Product AI feature, internal copilot, workflow automation, agent, support assistant, analytics feature or experiment. | Product/engineering owner | Feature note, release ticket or AI inventory row. | Complete AI inventory. |
| Data category | Personal data, customer confidential data, support tickets, telemetry, code, documents, synthetic/test data or public data. | Privacy/security owner | Data-flow note, DPIA-style question log or classification tag. | GDPR compliance, DPIA completion or lawful basis. |
| Vendor/model dependency | Model/API provider, AI platform, region, retention setting and fallback path if known. | Engineering/procurement owner | Vendor record, contract note or configuration screenshot. | Official platform approval or partnership. |
| Human review | Where a person reviews, approves, samples, overrides or escalates AI output. | Support/product/risk owner | SOP, queue screenshot, QA record or escalation note. | Fully automated safe decisioning. |
| EU AI Act/GDPR question | Whether legal, DPO, classification, data-protection or customer-contract interpretation is required. | Legal/DPO/adviser owner | Open question log, meeting note or adviser request. | EU AI Act or GDPR compliance. |
| Security controls | Access, logging, secrets, monitoring, change management, incident route and redaction controls. | Security/engineering owner | Control ID, policy link, runbook or ticket. | SOC 2/ISO 27001 certification or control effectiveness. |
| FinOps and usage ownership | AI/cloud spend owner, usage metric, budget review cadence and untagged or unowned costs. | Finance/engineering owner | Billing export, dashboard or cost tag policy. | Savings, ROI or unit economics. |
Buyer-question to artifact map
Operational artifacts AICS can package
- AI use-case register with owner, purpose, customer visibility and evidence source.
- Data-category and vendor/model map with redaction prompts.
- Human-review and escalation matrix.
- Control-to-evidence links and unresolved gaps.
- Owner dashboard by blocker, ageing, next action and evidence link.
Adviser route stays separate
AICS packages facts and open questions. Legal, privacy, DPO, audit, certification, regulator, DORA/NIS2, SOC 2, ISO 27001 and customer-contract conclusions stay with qualified advisers or accountable internal owners.
Need the evidence room assembled before a buyer review?
AICS can produce a fixed-scope evidence-room diagnostic with questionnaire inventory, AI use-case register, vendor/data map, human-review matrix, adviser-question queue, owner dashboard and claim-boundary appendix.
Request the diagnostic fit checkClaim boundaries
This checklist is not a customer case study and is not legal, privacy, DPO, audit, security, certification, compliance or regulatory advice. It does not claim client proof, buyer approval, procurement outcome, testimonial, logo, certification, official platform partnership, EU AI Act compliance, GDPR compliance, DORA/NIS2 readiness, SOC 2/ISO 27001 certification, audit attestation, regulator approval, questionnaire approval, savings, revenue impact, ROI, ranking, AI accuracy or ad-performance results.
AI trust questionnaire readiness checklist · Evidence-room template · More resources