Advanced AI Micro-credential

Module 1 – Advanced Prompting  & Interaction Strategies (Asynchronous)

Introduces prompting foundations and explores research-backed prompting techniques so participants can diagnose and improve AI outputs rather than rely on trial and error.

Topics:

• The anatomy of a good prompt: role, task, context, format, constraints
• Introduction to different types of AI models (e.g., large language models)
• Zero-shot vs. few-shot prompting
• Chain-of-thought prompting, Chain-of-Verification (CoVe)
• Using personas and scenarios in prompts
• Techniques for refining and iterating on AI outputs
• Fact-checking and human-in-the-loop review practices

Module 2 – AI Opportunity Mapping + Risk Assessment (Live Session 1)

Focuses on identifying appropriate, high-impact AI use cases within PK–12 administrative and leadership settings while evaluating potential operational, ethical, and reputational risks associated with implementation.

Topics:

• Framework for identifying low-risk, high-impact AI use cases in PK–12 administration
• Evaluating operational efficiency opportunities using AI
• Understanding when AI should and should not be used
• Evaluating AI workflows based on risk, efficiency, and oversight needs

Module 3 – Prompt Debugging, AI Limitations, and Manipulation Risks (Asynchronous)

Focuses on strengthening prompt quality by helping participants identify, evaluate, and improve ineffective AI prompts and outputs while understanding common AI limitations and reliability risks.

Topics:

• Common prompting pitfalls and how to avoid them
• EXMI’s Prompt Quality Framework
• Assessing results for precision, reliability, and institutional relevance
• Types of LLM attacks/manipulation (ex. jailbreaking, prompt injection attack)

Module 4 – AI Governance: Data Security, Privacy, Synthetic Media, & Reputational Risk (Asynchronous & Live Session 2)

Establishes non-negotiable guardrails related to FERPA, privacy, data protection, and safe AI use. Prepares participants to recognize and respond to risks associated with AI-generated media and misinformation, emphasizing transparency and trust.

Topics:

• FERPA and its implications for AI use
• Data anonymization techniques
• Evaluating the privacy policies of AI tools
• Creating a district-level AI acceptable use policy
• Understanding AI “memory” features and best practices for using AI tools

• Identifying deepfakes and other synthetic media
• Strategies for combating misinformation and disinformation
• Establishing protocols for the use of AI-generated content in official communications

Module 5 – Visual Generation & Communication (Live Session 3)

Provides hands-on experience using AI for communication while evaluating clarity, accessibility, and appropriateness.

Topics:

• Using AI to generate images, infographics, and short videos for presentations and social media
• Evaluating AI-generated visual content
• Best practices for creating accessible AI-generated content
• Ensuring brand consistency in AI-generated visuals

Module 6 — Building Your AI-Powered Productivity System (Asynchronous)

Focuses on moving from one-off AI use to repeatable, role-specific productivity workflows, enabling participants to use AI consistently and efficiently in daily administrative work.

Topics:

• One-Off Prompts vs Structured Workflows
• Prompt Chaining and Multi-Step AI Tasks
• Create a custom instruction set for your AI Tool of choice
• AI Workflow Documentation and Knowledge Sharing

Module 7 — Team Workflow Design Sprint (Live Session 4)

Serves as the capstone experience. Participants collaboratively design and evaluate an AI-assisted PK–12 administrative workflow using prompting, governance, workflow mapping, and human-in-the-loop decision-making principles. 

Topics:

• Workflow Mapping and Process Design
• Identifying Pain Points and Efficiency Opportunities
• Applying the AI Opportunity Mapping Framework to Real Workflows
• Designing Human-in-the-Loop Review Processes
• AI Prompt Design for Workflow Tasks
• Evaluating Risks, Oversight Needs, and Output Reliability
• Creating AI-Assisted Workflow Deliverables

Earn a Micro-Credential

Upon completion of content and section quizzes, you will receive an "Advanced AI" micro-credential badge from the Experience Management Institute to utilize on your social media platforms, AASPA profile, and resume. This micro-credential is worth 10 hours of continuing education credit towards pHCLE or eHCLE recertification, or other certification programs you may be a part of!