Mag.AI-Marketing — Certificate & Credential
Castalia Institute — Magister of Artificial Intelligence in Marketing
Authoritative copy: part of the MyST project (myst.yml).
Credential name¶
Magister of Artificial Intelligence in Marketing
Abbreviation: Mag.AI-Marketing
Positioning: post-AI marketing leadership¶
Castalia positions Mag.AI-Marketing not only to be strong among AI-in-marketing offerings, but to define a class of its own: the Magisterium credential for future marketing in a post-AI landscape.
Post-AI (as we use it here) does not mean “after artificial intelligence ends.” It means after AI stops being a novelty and becomes ambient infrastructure—models in every workflow, agents behind every brief, measurement contested in real time. In that world, marketing leadership turns on judgment, governance, narrative integrity, and evidence—not on who knows the most prompt tricks.
Only in class: Within Castalia’s Magisterium catalog, this is the dedicated marketing track built end-to-end for that environment: simulatable worlds, artifact-graded work, MCP-scoped tool practice, defenses, and a thesis—so the credential signals reviewable leadership, not a checklist completed beside your day job.
Other programs may be “best in class” at workshops, vendor badges, or generic literacy. Mag.AI-Marketing is aimed at marketers who will own the post-AI story for their brand, their budget, and their team—with work others can inspect.
Path¶
Bac.AI → Lic.AI → Mag.AI-MarketingBac.AI establishes baseline literacy (systems, data, ethics).
Lic.AI establishes applied competence in AI tooling and evaluation.
Mag.AI-Marketing establishes mastery: simulatable marketing worlds, deployments, and a defended thesis.
What the credential attests¶
The holder has demonstrated ability to:
Construct formal audience and marketing worlds (ontology, rules, measurement).
Simulate scenarios with honest limitations stated.
Deploy real systems with measurable outcomes and ethical boundaries.
Iterate under critique (human faculty + structured reflection).
Apply technical AI literacy to marketing workflows: evaluation of AI outputs, grounding/RAG where used, scoped tooling (e.g. MCP), and documented human oversight—not unchecked automation.
Graduate toolbox¶
At the end of the credential, the graduate does not leave with a transcript alone — they leave with a full toolbox: portable, inspectable artifacts accumulated across terms, ready to reuse and extend in the wild.
| Layer | What sits in the toolbox |
|---|---|
| Worlds | Executable marketing world models (audience, message, channel, measurement) with documented assumptions |
| Simulation | Scenario libraries, sensitivity habits, and honest limitation statements |
| Execution | Deployed or deployment-ready systems with measurable outcomes (iNQspace lineage where applicable) |
| Tools | MCP-backed marketing tool integrations built or operated under policy — least privilege, auditable scopes |
| Practice | SAMWISE-style reflection discipline; defense-ready explanation under challenge |
| Publication | Coherent, defense-ready documentation across the program site, slide decks, and exercise banks from one source tree |
Employer- and peer-legible evidence: The thesis and portfolio are designed to include at least one inspectable outcome an external reviewer can understand—metrics with methodology, repo or demo links as policy allows, and explicit limits—not credential claims alone.
The thesis (AINS-M6206) is the capstone proof that the toolbox hangs together: model, evidence, deployment, and ethics in one chain.
What it is not¶
Not an accredited university degree.
Not a professional license (e.g., legal, medical, financial advice).
Not a guarantee of employment or business outcomes.
Thesis requirement (capstone)¶
AINS-M6206 — Magisterium Thesis (Marketing) requires a packaged deliverable:
Formal world model (explicit assumptions)
Simulation evidence
Real-world deployment with methodology
Defense before a panel
Integrity¶
Work must be inspectable: artifacts, logs, and reproducibility notes as policy requires. Fabricated metrics or undisclosed misrepresentation are grounds for failure and program sanctions.
Legal notice¶
“The Castalia Institute Magisterium confers proprietary credentials based on demonstrated work and evaluation. These credentials are not accredited academic degrees and do not confer professional licensure.”