Measuring Automation Success: KPIs and Metrics
The KPIs that prove automation ROI: OEE, first-pass yield, cycle time, and labor hours per unit — how to baseline them and track real gains.
Expert perspectives on manufacturing automation, robotics, and industry trends
The KPIs that prove automation ROI: OEE, first-pass yield, cycle time, and labor hours per unit — how to baseline them and track real gains.
A practical engineering framework for deciding whether to automate a manufacturing process or optimize existing manual operations, with criteria, examples, and decision guidelines.
Proven project management practices for industrial automation — from scope definition through commissioning — that keep builds on schedule and on budget.
A practical guide to evaluating and selecting automation integrators and equipment suppliers, covering technical due diligence, proposal evaluation, and contract negotiation for manufacturing projects.
Practical risk management strategies for automation projects covering technical, schedule, and financial risks with mitigation approaches drawn from real-world manufacturing experience.
Industrial AR glasses with built-in AI assistants are changing how technicians handle maintenance, troubleshooting, and machine operation on the factory floor.
Practical strategies for managing the human side of automation projects, from operator buy-in and training programs to organizational alignment and culture shifts.
How to take automation from a successful pilot cell to full production deployment — phasing, risk control, and lessons from 30+ years of integration.
A practical framework for small and medium manufacturers to plan, prioritize, and execute automation projects that deliver measurable ROI without overextending capital or resources.
Practical automation strategies for automotive Tier 1 suppliers covering assembly integration, quality validation, and throughput optimization across high-mix production environments.
Detailed guide to automation requirements for medical device manufacturing, covering FDA validation, cleanroom integration, traceability, and risk-based equipment design for Class I through Class III devices.
Explore how automated composite manufacturing transforms aerospace production from manual layup through curing and final inspection, improving consistency and throughput.