Master Shadow AI Governance in 10 Interactive Lessons
Discover, classify, govern, and remediate unsanctioned AI use across the enterprise — from network discovery and the risk matrix to DLP, AI reverse proxies, prompt injection defense, and the GDPR 72-hour breach workflow. The deepest Shadow AI course on any platform, with step-by-step walkthroughs on every lab. No videos required.
The Complete Curriculum
10 lessons covering the full Shadow AI governance lifecycle — from the threat landscape through discovery, risk assessment, policy, technical controls, remediation, monitoring, and incident response. Each lesson includes interactive walkthroughs with real commands.
The Shadow AI Threat Landscape
Understand what Shadow AI is, why it exploded, the five risk categories (data exfiltration, IP loss, compliance violations, model risk, supply chain), and how it maps to NIST CSF, NIST AI RMF, ISO 27001, and GDPR.
Shadow AI Discovery & Inventory
Discover unsanctioned AI tools across network traffic, SaaS SSO logs, browser extensions, and shadow API calls — and build a living inventory register.
Data Flow Mapping & Risk Classification
Map what data is flowing to each Shadow AI tool, classify data sensitivity, score risk using the Shadow AI risk matrix, and identify data residency violations.
AI Tool Vendor Risk Assessment
Evaluate AI vendors on data retention, model training practices, security certifications (SOC 2, ISO 27001), API logging, and build a defensible vendor risk scorecard.
Shadow AI Policy Development & Governance
Draft an enforceable AI usage policy, establish an AI governance committee, create the sanctioned AI allowlist, and define the AI tool approval process.
Technical Controls & DLP for AI
Deploy DLP policies for AI service egress, an AI-aware reverse proxy, prompt injection detection, AI output filtering, and a tamper-evident AI usage audit log.
Remediation & Sanctioned AI Enablement
Prioritize remediation by risk score, block high-risk unsanctioned tools, migrate users to sanctioned alternatives, replace personal API keys with enterprise keys, and verify remediation.
Continuous Monitoring & Detection
Build continuous Shadow AI detection — network monitoring for new AI domains, SaaS OAuth grant alerts, DLP alerting, a detection dashboard, and false-positive tuning.
Shadow AI Incident Response & Breach Management
Respond to Shadow AI data exposure incidents — triage, scope assessment, the GDPR 72-hour notification workflow, legal coordination, and post-incident lessons learned.
Shadow AI Governance Flashcards
Master the core concepts — Shadow AI definition, the five risk categories, the six-phase governance lifecycle, the risk matrix, DLP for AI, OAuth alerting, and the GDPR 72-hour rule.
Real Tools & Techniques You'll Master
These are the exact discovery, governance, and security techniques used by Shadow AI governance specialists in production — across NIST, ISO, and GDPR frameworks.
Prove Your Skills with Real-World Capstones
After completing the lessons, tackle 3 capstone projects: a full enterprise Shadow AI discovery and remediation engagement, a sanctioned AI enablement program (reverse proxy + DLP + user migration), and a Shadow AI incident response and breach drill with the GDPR 72-hour notification workflow. Each capstone is a multi-step challenge with no answer keys — just like the real job.
View Capstone ProjectsFrequently Asked Questions
What is Shadow AI and why does it matter?
Shadow AI is the use of AI tools, services, models, or APIs by employees without the knowledge, approval, or oversight of the teams responsible for governing them. It matters because employees paste confidential data — source code, customer PII, financial models — into external AI services that may log, retain, or train on that data. Samsung engineers pasted proprietary source code into ChatGPT in 2023; the code left Samsung's control. This course teaches you how to find, assess, govern, and remediate that risk.
Is this the most in-depth Shadow AI course available?
Yes. This is the deepest Shadow AI course on any platform — 10 lessons covering the full governance lifecycle: discovery, data flow mapping, risk classification, vendor assessment, policy development, technical controls (DLP, reverse proxy, prompt injection defense), remediation, continuous monitoring, and incident response with breach management. Every lab includes complete step-by-step walkthroughs with real commands.
Do I need prior security or GRC experience?
Some familiarity with security operations or compliance helps, but Lesson 1 starts with the fundamentals — what Shadow AI is, why it exploded, and the five risk categories. Every lesson includes step-by-step walkthroughs written so a beginner can follow along, with the depth that an experienced professional needs.
What frameworks does this course map to?
NIST CSF (DE.CM, PR.DS, PR.AC), NIST AI RMF (GOVERN), ISO 27001 (Annex A.13, A.15), GDPR (Article 28, Article 32, Article 33 — the 72-hour breach rule), SOC 2 (CC6.6, CC9.2), and HIPAA. You'll learn to map Shadow AI to controls you already run so it's auditable and sustainable.
Is this course free?
Yes. The Shadow AI Governance & Security Specialist course is available on the free Initiate tier. You can start Lesson 1 immediately — no credit card required.
Will this help me get a job in AI governance or security?
Yes. Shadow AI governance is one of the fastest-growing specializations in security and GRC — companies are hiring AI Governance Specialists, Shadow AI Analysts, and AI Risk Engineers. This course teaches the exact skills those roles require: discovery, risk assessment, policy, DLP, remediation, monitoring, and incident response. Combined with the resume builder and blockchain-verified credentials, you'll arrive at interviews with real, demonstrable knowledge.
How is this different from a general cybersecurity course?
General cybersecurity covers networks, endpoints, and applications. Shadow AI governance is a distinct discipline — it's about governing AI tools that employees adopt faster than IT can approve, the data that flows to those tools, the vendor risk of AI services, and the AI-specific threats like prompt injection. This course covers what general security courses don't: the AI layer of the attack surface.
Ready to Govern Shadow AI?
Start your first lesson today — free. Every completed lab earns a blockchain-verified Proof-of-Hack credential employers can verify instantly. Become the specialist top companies trust to govern their AI.
Start the Course