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COMPEL Specialization Stream · AITB-LAG

COMPEL Academy — LLM Risk & Governance Specialist

Competency badge for practitioners who can apply COMPEL governance controls to LLM-powered applications: evaluation, prompt safety, data handling, and production monitoring.

Specialist Technical Track 6 hours 6 CE credits

Profession title: LLM Risk & Governance Specialist

Audience: Engineers, governance analysts, and product leads operating LLM applications.

LLM Risk & Governance Specialist badge

Enroll in the AITB-LAG track

Registration, enablement, and the proctored assessment are delivered through compel.one. Seats open continuously.

Register on compel.one →

Prerequisite chain

  1. AITF AI Transformation Foundations
  2. → AITB-LAG (this credential)

Learning outcomes

The learning journey is sequenced to cover each outcome below in order. Every article in the journey maps to at least one outcome.

  1. 1. Apply the COMPEL LLM application control catalog to a live use case.
  2. 2. Defend LLM applications against prompt injection and abuse.
  3. 3. Instrument production LLM monitoring and incident response.

Body of Knowledge articles (8)

Module M1.1 (8 items)

  1. Article
    The LLM Risk Surface
    M1.1-Art01
  2. Article
    Prompt Injection and Jailbreak Mitigation
    M1.1-Art02
  3. Article
    Hallucination, Grounding, and Output Integrity
    M1.1-Art03
  4. Article
    Guardrails and Content Safety Architecture
    M1.1-Art04
  5. Article
    Evaluation, Red-Teaming, and Monitoring
    M1.1-Art05
  6. Article
    Regulatory Obligations and Incident Response
    M1.1-Art06
  7. Lab
    Lab 01: Mapping the Risk Surface of an HR Policy Assistant
    M1.1-Art51
  8. Case Study
    Case Study 01: Moffatt v. Air Canada — Deployer Liability for Chatbot Confabulation
    M1.1-Art61

Competencies demonstrated

  • → LLM application control catalog
  • → Prompt safety and injection defense
  • → Training / fine-tuning data governance
  • → Production LLM monitoring and incident response

Exam blueprint summary

Assessment
Non-proctored assessment
Passing score
70% passing score
Portfolio
Not required
Renewal
Permanent
Recommended hours
6
CE credits
6

Linked Core Mastery context

The Specialization Stream assumes AITF Foundations fluency. These Core Mastery resources are the recommended grounding before entering the AITB-LAG learning journey.

Formal credential definition

The machine-readable Open Badges 3.0 / W3C Verifiable Credential definition for AITB-LAG is published at /credential/aitb-llm-governance . HR platforms and AI citation engines can fetch the JSON-LD document at /credential/aitb-llm-governance.json .