Can Your Team Own This AF Structure?
Ricky SunPublished on: 08/07/2026
Learn how to build a scalable AVEVA PI Asset Framework with maintainable AF templates, reusable analyses, and sustainable PI System architecture.
Ricky SunStop using PI Vision as your SCADA screen
Ricky SunPublished on: 01/05/2026
Stop turning PI Vision into a SCADA screen. Learn the critical difference between asset-centric and process-centric.
Industrial Data Pipeline AutomationAVEVA Adapters configuration
The Death of Static Dashboards — And What Replaces Them
Ricky SunPublished on: 25/03/2026
Most dashboards go unused. The problem isn’t the tool—it’s the model. Static views can’t keep up with real-world questions. Here’s how AI is replacing dashboards with instant, on-demand answers.
AI Industrial AnalyticsIndustrial AI dashboardsPredictive Maintenance Analytics
The Dashboard Fallacy: Why We’ve Been Building the Wrong Thing
Ricky SunPublished on: 24/03/2026
We’ve been designing dashboards based on assumptions. But what if the real answer is hidden in what users are already asking for? This shift from building to discovering changes everything.
Ai dashboardsdemand-driven design