Use cases

Use cases

These are common starting points for applying AI and AR-guided work instructions in operations, maintenance, and training. Each use case addresses a specific operational challenge where step-by-step visual guidance makes a measurable difference.

Onboarding & Training with AR SOPs

Capture expert knowledge and train operators on the job with step-by-step AR SOPs.

  • Reduce time-to-competence for new hires and role changes
  • Increase first-time-right execution on standard work
  • Reduce dependency on a few experienced people

AR-Guided Assembly

Support complex assembly and installation tasks with clear, visual guidance at the point of work.

  • Reduce assembly errors and rework
  • Improve consistency across shifts and sites
  • Shorten ramp-up time for new variants

AR-Guided Changeovers

Standardize changeovers and batch preparation to reduce setup time and avoid mistakes under time pressure.

  • Reduce changeover duration and variability
  • Avoid quality losses during batch prep
  • Improve line availability and throughput

Preventive & Predictive Maintenance

Execute planned maintenance with guided steps and evidence of work completion.

  • Improve maintenance quality and repeatability
  • Reduce missed steps and compliance risks
  • Increase equipment availability

Remote Expert Support

Resolve breakdowns faster by connecting frontline teams to remote experts using AR-based assistance.

  • Reduce troubleshooting time and MTTR
  • Lower travel and escalation costs
  • Keep production moving during critical incidents

Estimate the business impact of these use cases

Use the ROI calculator to explore potential impact on training time, errors, and downtime.

Estimate the business impact