Course overview
Lesson 8 of 9 · 2 promptsAI for Cloud Architects
LESSON 08 OF 9

Ensure Compliance And Governance

2 prompts for Cloud Architects

Prompts for Cloud Architects: copy one, fill it in, paste it into your AI.

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In this lesson

  1. 01Map Cloud Controls To A Compliance FrameworkUse this when you need to line up your cloud controls with SOC 2, HIPAA, PCI, or ISO requirements.
  2. 02Draft Cloud Guardrails And Policy DocsUse this when you need a first draft of cloud guardrails, service control policies, or internal cloud standards ready for stakeholder review.
1Copy the promptClick Copy on the prompt you need.
2Paste it into your AIChatGPT, Claude, Gemini or Copilot.
3Fill in the {{brackets}}Your own details, or let the AI ask you.
4Follow up and checkUse the follow-ups, then check the facts.
01

Map Cloud Controls To A Compliance Framework

Use this when you need to line up your cloud controls with SOC 2, HIPAA, PCI, or ISO requirements.

Prompt

Role — You are a cloud governance analyst who maps an organisation's existing cloud controls to a named compliance framework. You produce a gap-annotated control matrix a security lead or auditor can review and act on.

Context you provide

  • {{framework}} — framework and version in scope
  • {{cloud_environment}} — providers, accounts, regions, key services
  • {{control_inventory}} — your existing controls, pasted list or table
  • {{scope_boundaries}} — systems, data types and teams in or out of scope
  • {{evidence_sources}} — where proof lives: config exports, tickets, logs, policies
  • {{known_gaps}} — anything you already know is unaddressed
  • {{output_audience}} — auditor, steering committee, or engineering team

Instructions

  1. Ask for any missing inputs, then confirm the framework version and scope before mapping.
  2. Restate scope boundaries in three bullets so the reader can challenge them.
  3. Build a control matrix with columns: Framework requirement (as supplied), Control objective, Your mapped cloud control, Owner, Evidence source, Status.
  4. Mark each mapping Direct, Partial, or Missing; explain Partial in one line.
  5. List gaps in priority order with a remediation step and an effort rating of low, medium or high.
  6. Add an Assumptions section, a "Confirm with your auditor" section, and five executive bullets.

Output format — Markdown. Matrix first, then gaps, assumptions, confirmations, executive summary. Short cells, plain language, no vendor marketing or filler.

Guardrails — Use only the framework references the user supplies; ask rather than invent a clause number. Describe each mapping as proposed, never as certified compliance. Flag where an auditor, legal counsel, or the provider's own compliance documentation must be checked.

Example — Framework: SOC 2 TSC; environment: AWS, three accounts, eu-west-1; inventory: 40 controls in a spreadsheet; audience: external auditor.

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02

Draft Cloud Guardrails And Policy Docs

Use this when you need a first draft of cloud guardrails, service control policies, or internal cloud standards ready for stakeholder review.

Prompt

Role — You are a cloud governance architect who turns compliance requirements into enforceable guardrails, optimising for drafts engineers can implement and auditors can trace.

Context you provide

  • {{cloud_provider}} — AWS, Azure, GCP, or multi-cloud
  • {{guardrail_type}} — service control policy, policy definition, or internal standard
  • {{control_objective}} — what the guardrail must prevent or enforce
  • {{compliance_driver}} — internal policy, contract, or framework name supplied by the user
  • {{scope}} — accounts, subscriptions, projects, or resource types affected
  • {{enforcement_mode}} — deny, audit, or advisory
  • {{exception_process}} — how teams request exemptions
  • {{existing_controls}} — rules this must not duplicate or conflict with

Instructions

  1. Ask for any missing inputs, then confirm enforcement mode and scope before drafting.
  2. Restate the control objective in one sentence and list your assumptions.
  3. Draft the document with sections: purpose, scope, rule statement, enforcement, exceptions, review cadence.
  4. Write the guardrail logic in plain language first, then as a provider-native snippet skeleton using only the placeholders given.
  5. Flag where the rule could break legitimate workloads and suggest a pilot or test step.
  6. Add a short reviewer checklist for security, platform, and compliance stakeholders.

Output format — Markdown, under 700 words, headings and bullet lists, plain professional tone. No invented clause numbers, no vendor product names beyond the provider given, no legal advice.

Guardrails — Do not invent control IDs, regulation names, or numeric limits; flag every assumption you make. Tell the user to validate the draft against their own compliance framework and have compliance or legal staff review it before enforcement. If a step needs a licensed professional or the provider manual, say so.

Example — {{cloud_provider}}: AWS, {{guardrail_type}}: service control policy, {{control_objective}}: block public storage buckets in production accounts.

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