water quality analysis equipment

Why Are Water Utilities Struggling to Implement Digital Twin Technology? Key Takeaways: – Only 18% of water utilities have deployed production digital twins as of 2026 – Average implementation cost reaches $2.4 million for mid-sized facilities – Data integration challenges cited as primary barrier by 73% of failed projects – Successful implementations achieve ROI within…

5 Emerging Contaminant Classes Your Water Quality Sensors Cannot Detect (And What to Do About It) Key Takeaways: – PFAS compounds require specialized detection methods—standard sensors cannot identify these “forever chemicals” – Antibiotic resistance genes (ARGs) demand molecular analysis beyond conventional water quality monitoring – Microplastics below 10 μm evade detection by turbidity and particle…