An introduction to protecting AI workflows, their tools, and their data.
6 core video lessons with captions and transcripts. All twelve modules include reading or guided practice, with labs, projects and a final knowledge assessment. Preview the first lesson free. Paid enrollment is pending payment activation; previews remain available.
Modules 1–6 · Core curriculum
01Map data, tools, and trust boundaries
02Recognize prompt injection
03Limit permissions and tool actions
04Protect sensitive information
05Add monitoring and human review
06Test misuse and failure scenarios
Modules 7–12 · Expanded practice
7Map trust boundaries and abuse paths
8Test direct and indirect instruction attempts
9Enforce least privilege for tools and sources
10Minimize data and design safe logs
11Evaluate controls and release conditions
12Monitor drift and handle an AI workflow incident
Twelve modules. A practical portfolio.
Six core modules with existing narrated videos, plus six new written practice units, eight labs, two projects, a capstone and a twelve-question final knowledge assessment.
Build evidence of your learning
Project 1 — Threat model a bounded assistant
Project 2 — A defensive regression test pack
Capstone — A release gate for an AI workflow
Download fictional case data, templates, worked solutions and an offline Python starter. Track project self-review scores across devices. Worksheet notes and project responses are saved to the cloud only if you enable optional cloud saving; otherwise keep your work offline.
Study planning: 12–20 hours including deliberate practice and project work. This is a suggested allocation, not a measured completion time. Six core videos remain available. The additional practice units are written.
Practice with a new fictional scenario, a worked example, a structured exercise and four evidence-based portfolio criteria. Attempt the task before opening the self-review guide.
Full access to twelve modules: six core modules with videos and six new written practice units, eight labs, two projects, a capstone, final assessment and downloadable workbooks. Practice videos are available in Agent Foundations; other courses have written practice units.
Price configured. Paid enrollment is pending payment activation.
Learnvoriq Academy · Beginner learning and practical exercises. Full course access requires enrollment. No accredited certification or instructor grading is included.