Mag.AI-Marketing — Program Overview
Castalia Institute
One sentence¶
Mag.AI-Marketing is the marketing track of the Castalia Magisterium: you build simulatable worlds of audiences, messages, and channels — then deploy with measurement, not hope.
Positioning. Castalia aims for this credential to be only in its class for post-AI marketing leadership—not merely best among generic “AI for marketers” offerings, but the Magisterium path for when AI is ambient and your edge is governance, evidence, and narrative you can defend. Read more: Certificate & credential.
Who it is for¶
Experienced marketers with undergraduate or graduate training in business or marketing — including graduates of smaller colleges — who want credible AI leadership without retraining as engineers
Managers and directors who must translate between executives, agencies, and technical staff: enough depth to evaluate proposals, not enough expectation that you ship production software
Growth and brand leads who want mechanisms (what could go wrong, what to measure), not vanity metrics or slide-only strategy
People who will help others — team leads who need repeatable ways to coach peers, protect junior staff from hype, and brief vendors with clarity
If you worry about being “left behind” by AI, or the opposite — sounding like you know more than you do — this program is structured so evidence and documentation replace bluffing.
Where you learn: iNQspace¶
Mag.AI-Marketing teaches through iNQspace — the Castalia lab environment for notebooks, simulations, integrated tooling, and traceable artifacts. You will work with runnable models the way a strong MBA works with spreadsheets: as instruments for thinking and defense, not as a job title in software. Coursework is not “watch then quiz”; it is build, run, reflect, and defend work that lives in iNQspace so reviewers can inspect mechanics, not just narratives.
How program materials are published¶
Syllabi, lectures, and program documentation are maintained as structured source in this project and published as web pages on the Castalia Magisterium site. Narrative and reference live here; runnable work lives in iNQspace.
Marketing tools (MCP): You leverage and build Model Context Protocol integrations so AI workflows connect to real systems — with explicit scopes. The curriculum requires engagement with major platform ecosystems: Meta (Facebook/Instagram), Google (Ads, Analytics, Search/YouTube), and Amazon (marketplace + Sponsored Products/Brands)—as modeled and tool-connected systems, not trivia. Details: docs/MCP_MARKETING.md, docs/CURRICULUM_FULL.md (Major platform ecosystems).
AI in the curriculum: The program embeds a technical AI literacy spine (evaluation, RAG/grounding, generative QA, scoped tools)—not only marketing simulations. See docs/CURRICULUM_FULL.md (AI literacy spine).
What you build (not what you memorize)¶
Audience models you can perturb (price, message, channel)
Positioning and narrative encoded as testable structures
Campaign and growth simulations before you scale spend
Governed automations with ethical and compliance boundaries
MCP-linked toolchains for measurement and action (where courses require it)
Credential¶
Magister of Artificial Intelligence in Marketing (Mag.AI-Marketing) — earned through artifacts, defenses, and a final thesis deployment. Graduates finish with a full toolbox of models, deployments, MCP-linked tool practice, and publishable course artifacts — not paper alone. See certificate.md.
First course¶
AINS-M6001 — Personal Attention & Influence Systems models your attention, credibility, and message–market fit as the substrate for every larger marketing world. It is the recommended entry and the public demo of the method. Open the course book: AINS-M6001 (and the full list of course books on Course sites).
Legal¶
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.