Cloud AI Identity Risk Tracker

gcp iam arch diagram 1

πŸ“₯ Cloud AI Identity Risk Tracker (Excel + PDF)

A client-safe, audit-ready micro-product for CISOs & Cloud Security Leaders

🧩 What You Get (Excel + PDF)

πŸ“Š Excel Workbook (Client-Safe, Locked)

Filename: CloudCSF_Cloud_AI_Identity_Risk_Tracker_ClientSafe.xlsx

Sheet 1 β€” AI Identity Inventory

Capture every non-human identity created or used by AI systems.

ColumnDescription
AI System / Tool NameCopilot, ChatGPT API, SageMaker, Vertex AI, SaaS AI
Identity TypeService Account / API Key / Managed Identity
Cloud PlatformAWS / Azure / GCP / SaaS
Account / SubscriptionCloud account or tenant
Business OwnerAccountable owner (mandatory)
EnvironmentProd / Non-Prod
Created ByHuman / Automation
Last Used DateDetect dormant identities

Sheet 2 β€” IAM Permission Mapping

Map what the AI identity can actually do.

ColumnDescription
AI Identity ID
Permission ScopeRead / Write / Admin
Services AccessedS3, BigQuery, Blob, CRM
Privilege LevelLeast / Elevated / Admin
Cross-Account AccessYes / No
Internet ExposureYes / No

Sheet 3 β€” Data Access Classification

Understand what data AI identities can touch.

ColumnDescription
Data CategoryPII / PHI / PCI / IP
SensitivityLow / Medium / High
Prompt / Payload RiskYes / No
Data Residency ImpactYes / No

Sheet 4 β€” Risk Scoring Engine (Auto)

Locked formulas + RAG logic

Risk Formula (example):

=(Privilege_Score*0.35)+(Data_Sensitivity*0.30)+(Exposure*0.20)+(Ownership_Gap*0.15)

Auto RAG Output

  • 🟒 Low (0–2.0)
  • 🟑 Medium (2.1–3.5)
  • πŸ”΄ High (3.6–5.0)

Sheet 5 β€” AI Identity Risk Dashboard

Auto-generated visuals:

  • πŸ”₯ AI Identity Risk Heatmap
  • πŸ“ˆ Risk Trend by Review Date
  • ☁️ Cloud Platform Risk Split
  • πŸ‘€ AI Identities without Owners

(Dashboard updates automatically from Sheets 1–4)


Sheet 6 β€” Control Mapping (CloudCSF-Aligned)

Map findings to governance controls.

Control AreaReference
AI Identity OwnershipCloudCSF AIC-01
Least PrivilegeCloudCSF IAM-04
Logging & TraceabilityCloudCSF LOG-02
Third-Party AI AccessCloudCSF TPR-AI-03

Sheet 7 β€” Audit Evidence Pack

Tick-box checklist:

  • Approval records
  • IAM policy screenshots
  • AI system architecture
  • Exception handling

Perfect for ISO 42001 / internal audits.


πŸ“„ PDF (One-Page Executive View)

Filename: CloudCSF_Cloud_AI_Identity_Risk_Executive_View.pdf

Includes:

  • AI Identity Risk Summary
  • High-Risk AI Identities (Top 5)
  • Cloud Risk Distribution
  • Immediate Actions Required
  • Board-ready, print-friendly layout

πŸ” Built for Real-World Use

βœ” Formulas locked
βœ” Client-safe version
βœ” Drop-down controls
βœ” No macros (email-safe)
βœ” Ready for consulting delivery


🎯 Who This Is For

  • CISOs & Heads of Cloud
  • AI Governance Leads
  • Cloud Security Architects
  • GRC & Audit Teams

πŸš€ How to Productize This (Optional)

  • Free lead magnet (Excel + PDF)
  • Paid CloudCSF AI Governance Pack bundle
  • Add-on for ISO 42001 readiness
  • Consulting entry point (AI IAM Micro-Audit)

πŸ”— Download

πŸ“₯ Cloud AI Identity Risk Tracker (Excel + PDF)
πŸ‘‰ [Ask for Your CloudCSF Download / Razorpay / Stripe Link]


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