Blog

Autonomous AI agents in industrial automation: concrete use cases, real ROI and limits in regulated environments.

Side-by-side comparison of Siemens, Rockwell and Beckhoff: strengths, limits, hidden costs and field feedback.

Pharma CQV best practices: structuring FAT, SAT, IQ, OQ, PQ to pass GMP audits without surprises.

Automation projects often stall for predictable reasons. Analysis of failure causes and the role of a senior consultant in correction.

Method to integrate engineering office, IT and automation: avoid friction points and accelerate industrial project delivery.

When systems slow down, identifying the real bottleneck isn't obvious. Guide to diagnose whether the problem comes from automation, IT or data.

Choosing the right automation consultant isn't obvious. Practical guide to evaluate expertise, execution capacity and alignment with your needs.

Delivering successful pharma FAT/SAT in Swiss GMP sites: classic pitfalls, checklists and GAMP5-compliant validation files.

Migrating PCS7 v7 to v9 in GMP pharma without halting production: 6-phase plan, real pitfalls and field feedback.

Practical 2026 OT cybersecurity for Swiss industry: IEC 62443, NIS2 impact, flash audit, PLC hardening, network segmentation.

Three automation outsourcing models. Choose integrator, engineering office or reinforcement based on scope, urgency, budget.

Done right, an OEM retrofit costs 30-50% of a new machine. Bad scoping derails everything. 3 traps and a 5-step method.

Full commissioning cycle for an automated pharma line in 2026: URS, FAT, SAT, IQ, OQ, PQ with GMP/GAMP5 and Swissmedic.