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Indiana sits at an unusual intersection for education AI: the state has the second-highest manufacturing output per capita in the country, a pharmaceutical giant in Eli Lilly committing $9 billion in new Indiana production, and three research universities within 120 miles of each other — Purdue University in West Lafayette, Indiana University in Bloomington, and the University of Notre Dame in South Bend — each with distinct AI research programs and distinct opinions about what AI in education should look like. The Indiana Department of Education (IDOE) under Superintendent Katie Jennings has been one of the more proactive state education agencies on AI literacy, issuing guidance in 2024 that encouraged districts to develop AI policies while avoiding a blanket prohibition. Indianapolis Public Schools, the state's largest urban district with 28,000 students, is navigating AI adoption with a 2023 desegregation consent order still active and a demographic reality — 75%+ of students qualify for free or reduced lunch — that shapes what AI equity looks like in practice. The Indiana State Teachers Association (ISTA) has been more cautiously engaged than some peer unions, focusing on AI and academic integrity issues rather than labor displacement, which has opened more space for classroom AI pilots than in states with more adversarial union dynamics. Indiana's education AI story is ultimately a workforce story: Eli Lilly, Cummins, and Salesforce's Indianapolis hub are all signaling that AI-competent graduates are a hiring priority, and that signal is reaching IDOE and the university system faster than the classroom tools can follow.
Purdue University's position as a top-5 engineering school in the country gives it a specific advantage in AI education tools: it builds them. Purdue's Envision Center for Data Perceptions and its AI education research programs have generated tools for STEM learning that are now being piloted in Indiana K-12 districts as part of IDOE's P-16 alignment work. Purdue Polytechnic High School, a Purdue-operated innovation school with campuses in Indianapolis, Hammond, Fort Wayne, and four other Indiana cities, is the most direct expression of this — it runs project-based STEM learning with AI tools embedded in the curriculum in a way that most charter schools cannot replicate, and its outcomes data (Purdue tracks its own graduates) are some of the most detailed in Indiana K-12. Indiana University's approach through the Bloomington School of Education is more research-oriented: IU's Center for Research on Learning and Technology (CRLT) has produced widely used open educational resources on AI in pedagogy, and its partnership with IU Health creates an applied health informatics education pipeline that is unusually well-funded compared to peer programs. The two universities compete intensely for faculty and talent in AI-related fields, which in practice means Indiana has two separate and non-coordinating AI education research pipelines — a dynamic that creates inefficiency at the state policy level but also means there are two credible on-ramps for companies wanting to partner with Indiana research institutions on AI education tools.
Indianapolis Public Schools serves a student population where 78% qualify for free or reduced lunch, 22% are English language learners, and the district operates under an active federal desegregation consent order. Those facts are not background context — they directly determine which AI tools IPS can adopt and how. AI adaptive learning systems that use historical performance data to personalize learning can inadvertently encode the effects of prior underfunding, producing lower-track recommendations for students who tested below grade level because they attended under-resourced schools, not because they lack capability. IPS's Office of Innovation has been explicit about this in its 2024 AI evaluation framework, requiring vendors to demonstrate algorithmic fairness audits before any pilot proceeds. The Indiana NAACP Education Committee has been an active participant in IPS technology governance since 2022, which means vendor presentations to the IPS board are more likely to include equity impact questions than in suburban districts. Practically, this has pushed IPS toward AI tools with interpretable models — tools where a teacher can see why a student received a particular recommendation — rather than black-box adaptive algorithms. Carnegie Learning's MATHia and the AI-powered tutoring platform Khanmigo are in active use or evaluation because they provide rationale visibility; several competing platforms were declined specifically because they could not explain their recommendation logic.
Eli Lilly's $9 billion Indiana manufacturing expansion — the largest private investment in Indiana history — requires a pipeline of workers who are comfortable with AI-assisted quality systems, ML-driven process monitoring, and computational lab tools. Lilly has communicated this directly to both Purdue and IU through its existing university partnership programs, and the feedback loop is measurable: Purdue's new AI-integrated pharmaceutical manufacturing curriculum launched in 2024 with Lilly funding. Cummins, headquartered in Columbus, Indiana, has similarly signaled AI-competency requirements for its engineering pipeline, funding AI curriculum development at Ivy Tech Community College — Indiana's statewide community college system with 170,000 enrolled students — and at IUPUI (now Indiana University Indianapolis). Salesforce's Indianapolis hub, one of its largest office concentrations outside San Francisco, has partnered with IDOE on digital literacy programs that include AI tool use as a baseline competency. In practice, the gap between what Eli Lilly needs from a new employee and what a Marion County high school graduate currently has in AI literacy is what's driving Indiana's urgency around classroom AI adoption. Ask any Lilly workforce development manager and they'll tell you they're not asking for AI researchers — they're asking for technicians who know how to work alongside AI tools without being afraid of them.
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Notre Dame's Center for Research Computing and its AI research programs are oriented more toward fundamental research than direct K-12 application, but the university's ACE (Alliance for Catholic Education) teacher preparation program has been integrating AI literacy into its teacher training curriculum since 2023, affecting Catholic school teacher pipelines nationally and specifically in Indiana diocesan schools. Notre Dame's ESTEEM program (Engineering, Science, and Technology Entrepreneurship Excellence Master's) has produced several AI education startup teams, making Notre Dame an incubation point for AI tools that enter the private Catholic school market before or alongside public school adoption.
IDOE's 2024 AI guidance addresses three areas: academic integrity (how districts should establish policies on AI-assisted student work), data privacy (FERPA compliance requirements for AI tools, including a requirement to review vendor data processing agreements), and professional development (districts are encouraged to include AI tool training in teacher professional development plans). The guidance stops short of specifying approved tools and explicitly defers to local school boards on adoption decisions. This makes Indiana's AI adoption more district-driven than in states with stronger state-level mandates — experienced districts move faster, less-resourced rural districts lag.
Ivy Tech's 19-campus statewide footprint makes it the dominant AI workforce training channel outside the four-year university system. Its AI Tools for the Workforce certificate (launched 2024) is a 12-credit non-degree program designed for incumbent workers and new graduates, with curriculum co-developed with Cummins, Salesforce Indianapolis, and Indiana Manufacturers Association members. Ivy Tech's partnership with Salesforce's Trailhead platform gives enrolled students access to AI-specific credentials that are directly valued by Indianapolis-area tech employers. Tuition is $200–$250 per credit hour, making the full certificate accessible at under $3,000 — a price point that WIOA Individual Training Accounts cover in full for eligible displaced workers.
The Indiana State Teachers Association has focused primarily on academic integrity and AI-generated student content rather than opposing classroom AI tools outright. This is a meaningfully different posture than CTU in Illinois or some California unions, and it creates more room for AI pilot programs to proceed without extended bargaining. ISTA's 2024 position paper recommends that districts develop written AI policies and include teacher input in tool selection, but does not prohibit tool deployment pending negotiation. Districts that include teachers in the evaluation process — even informally — encounter less resistance during implementation than those that deploy top-down.
For a district of 8,000–20,000 students in the Indianapolis metro or Fort Wayne area, a full AI adaptive learning rollout covering math and ELA in grades 3-8 typically runs $200,000–$380,000 in year one, including platform licensing, professional development, and integration with the district's existing SIS (typically Skyward or PowerSchool in Indiana). ESSER III funds have been the primary financing vehicle through 2024; districts transitioning to sustainable funding are exploring Indiana's School Technology Advancement and Readiness (STAR) grants and Title IV-A Student Support and Academic Enrichment funds, which explicitly permit AI tool expenditures under the technology component.
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