AINS graduate specialization

Business AI specialization

Three courses · reference 9 credits in a 36-credit stack

Business AI focuses on measurable outcomes: customer analytics, process automation with oversight, and portfolio-level AI strategy. Cases emphasize experimentation design, ROI framing, and responsible personalization.

Institutions use this cluster for concentrations in analytics, operations, or innovation leadership; credits and prerequisites are defined locally.

Designed to stack after shared AI foundations and alongside the capstone in the reference MSAI-style sequence.

What institutions get

  • Design experiments and automation workflows with clear KPIs and governance.
  • Lead AI initiatives with credible vendor and talent narratives for executives.
  • Produce licensing-ready syllabi and assessments aligned to professional graduate rigor.

Courses in this cluster

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