Manufacturing

Manufacturing AI Training

From Predictive Maintenance to GenAI-Powered Shop Floors

CraftVoy helps manufacturing organisations build practical AI capability — covering predictive maintenance, quality control, demand forecasting, and GenAI tools for engineering and operations teams. Training is tailored to your plant, product line and existing systems.

Custom (2 days – 8 weeks)
On-site / Virtual / Hybrid
All Levels
Teams of 15–300

What You Get

Predictive maintenance and machine failure forecasting
AI-powered quality control and defect classification
Demand forecasting and inventory optimisation with ML
GenAI copilots for SOPs, documentation and reporting
Hands-on labs using plant and production-style data
CraftVoy Manufacturing AI Certificate for participants

Who Is This For

  • Plant managers and operations leaders
  • Manufacturing and industrial engineering teams
  • Quality control and process improvement teams
  • IT and OT teams bridging AI into plant systems

Learning Outcomes

  • Reduce unplanned downtime with predictive maintenance
  • Improve first-pass yield with AI-powered quality control
  • Equip operations teams with practical GenAI workflows
  • Build a roadmap for scaling AI across multiple plants

Curriculum

1

Module 1: AI for Plant Operations

  • Predictive maintenance & failure forecasting
  • AI-based quality control and defect detection
  • Production scheduling optimisation
2

Module 2: GenAI for Manufacturing Teams

  • GenAI for SOPs, work instructions & reporting
  • Prompt engineering for engineering documentation
  • AI-assisted root-cause analysis
3

Module 3: Scaling AI Across the Plant

  • IoT and MES data integration for AI
  • Edge deployment for real-time inference
  • Governance and change management for shop-floor AI

Frequently Asked Questions

Can training use our own plant data?

Yes — where feasible we incorporate anonymised examples from your production and quality data into hands-on labs.

Do you cover both OT and IT teams?

Yes — we design joint sessions so IT, OT and operations teams share a common understanding of how AI integrates into plant systems.

Is this suitable for multi-plant rollouts?

Yes — the programme is designed to scale from a single facility to a phased, multi-plant rollout.

Ready to get started?

Talk to a CraftVoy advisor today and find the right batch for your schedule.