AI Use-Case Catalog for Indiana Advanced Manufacturing and Logistics
This catalog compiles real AI projects submitted by Indiana advanced manufacturing and logistics (AML) companies, including what they built, what it cost, and what results they saw. Use it to explore what’s possible, find comparable benchmarks, and get practical ideas on AI projects.
Explore the catalog Take the surveyWhat the Early Data Shows
The most common starting point isn’t flashy.
Many companies in the catalog are leading with production scheduling and optimization, not necessarily cutting-edge AI experiments. If you start where the inefficiency is, the results speak for themselves.
The biggest perceived barriers are data quality and systems integration.
Companies are most often citing getting AI to work with clean, connected data and existing legacy systems as the obstacles that give them pause. Both are manageable and many of the projects in this catalog got started before either was fully solved.
The biggest perceived barriers are data quality and systems integration.
Companies are most often citing getting AI to work with clean, connected data and existing legacy systems as the obstacles that give them pause. Both are manageable and many of the projects in this catalog got started before either was fully solved.
Some use cases are moving faster than you’d expect.
Demand forecasting is among the fastest to deploy, with some projects live in under two months. Knowing which use cases have a shorter runway helps companies optimize project sequencing.
You don’t need a large budget to start.
Several entries reflect early-stage experimentation using accessible, low-cost tools. Larger dedicated projects typically require more investment.
You don’t need a large budget to start.
Several entries reflect early-stage experimentation using accessible, low-cost tools. Larger dedicated projects typically require more investment.
All figures are self-reported by participating companies, reflect early, limited submissions, and will evolve as more Indiana companies contribute to the catalog.
Browse the Use-Case Catalog
The full catalog is below. Browse AI use cases from Indiana manufacturers and logistics companies, filter by cost, function, or sub-sector, and benchmark your own progress.
Help Build the Benchmark
Ready to start an AI project and in need of support? Visit IN AI’s Project Marketplace and submit your project to be paired with a faculty-led student team.