AI on the Shop Floor

"*" indicates required fields

This field is for validation purposes and should be left unchanged.

Insights You'll Gain

With this resource you will learn to:

  • Practical use cases of AI in manufacturing—from vibration sensors and quality cameras to digital KPI dashboards and co-bots

  • How to use existing shop floor data to forecast demand, reduce stockouts, and optimize labor

  • Step-by-step roadmap to pilot AI projects that deliver measurable results with minimal risk

  • Cost-effective strategies for integrating AI with legacy equipment using retrofit sensors

  • Guidance on workforce training, funding resources, and vendor evaluation to support a sustainable digital transformation

  • Tips to overcome common mistakes, such as starting too big or neglecting operator input

AI on the Shop Floor: How Smaller Manufacturers Can Put AI to Work
This whitepaper breaks down how small and mid-sized manufacturers can harness AI to gain a competitive edge without overhauling existing systems. With case-based insights and phased guidance, you’ll discover how to take the first step toward digital transformation—whether you’re exploring predictive maintenance, automated quality control, or more efficient resource planning. The paper also tackles common implementation roadblocks—like funding, data readiness, team buy-in, and legacy equipment—and offers strategic advice for overcoming them.

 

*This whitepaper was developed through the combined expertise of contributors from IMEC and Goodman Lantern.

Related Resources

Whitepapers & Reports

MADE IN KANE

See how Kane County manufacturers grew operations, built resilient workforces, and secured 880+ jobs in the IMEC impact report.

Human ResourcesLean ManufacturingSupply Chain Grants and Initiatives
Whitepapers & Reports

Small Wins, Big Shifts: Using AI to Boost Productivity Without Disruption

Build momentum in your digital transformation with targeted AI solutions that offer immediate value, without turning your business upside down. Start small. See results fast.

AI OperationsTechnology
Whitepapers & Reports

Make Onshoring Great Again: Handbook

The Make Onshoring Great Again: Handbook gives manufacturers the tools to reshore operations, strengthen supply chains, and create U.S. jobs. Learn how to assess costs, access funding, and connect with trusted American suppliers.

Supply Chain OperationsStrategy
Whitepapers & Reports

IMEC Insights: AI for Illinois Manufacturers

Discover insights into AI adoption and how peers are testing AI, building policies, and preparing for long-term integration.

AIHuman Resources OperationsStrategyTechnology
Whitepapers & Reports

Fix Your Data First: The Hidden Barrier to AI in Manufacturing

Your ERP isn’t broken, your data is. Duplicate part numbers, outdated lead times, and inventory errors are quietly draining profits. Learn how to clean up the 20% of data causing 80% of the headaches; so you can cut waste, speed delivery, and prepare for AI.

AILean Manufacturing OperationsTechnology
Whitepapers & Reports

Driving the Manufacturing Renaissance

Discover how Illinois can lead the next manufacturing era: insights, strategies, and opportunities await.

Advanced Manufacturing TechnologyAIStrategic PlanningSupply Chain GrowthTechnology
View All Whitepapers & Reports