AI, Infrastructure, and the Future of Water: What Every Utility Leader Needs to Know
In this forward-looking post, Jason explores how artificial intelligence is quietly but powerfully revolutionizing the water and wastewater sectors. From predictive maintenance to digital twins and smart meters, discover how utility leaders can stay ahead of the curve, and why failing to adapt isn’t just risky, it’s irresponsible.
J.L. Joynes
6/11/20252 min read


AI, Infrastructure, and the Future of Water: What Every Utility Leader Needs to Know
The Future Has Arrived; Quietly
While headlines scream about ChatGPT, deepfakes, and autonomous cars, a quieter revolution is underway in our cities' most vital systems: water infrastructure. Artificial intelligence isn’t a novelty in this space. It’s becoming the backbone of smarter, more resilient utilities.
And if you’re a leader in water or wastewater operations, the real question is no longer if you’ll adapt, but how fast.
1. Predictive Maintenance: From Guesswork to Precision
Gone are the days of waiting for pumps to fail or relying on static schedules.
Today, AI platforms can predict equipment failure before it happens, allowing for real-time adjustments.
🛠️ Tool:
🔗 Vibration Sensor for Predictive Maintenance – $35.99
A simple tool to start gathering mechanical data for AI models.
2. Digital Twins: Simulate Before You Spend
Digital twin technology allows operators to simulate the impact of decisions—before making costly changes. This is critical for capital planning and regulatory compliance.
🧠 Suggested Book:
🔗 Digital Twin Driven Smart Design by Fei Tao
Essential reading for asset managers and engineers.
3. Smart Meters: Real-Time Usage and Leak Detection
AI + smart meters enable systems to optimize water distribution, detect leaks in real time, and even identify unusual usage patterns linked to fraud or damage.
📡 Top Pick:
🔗 Flume 2 Smart Home Water Monitor
Real-time leak detection, no plumber needed. Ideal for utilities or large-property owners.
4. Workforce Efficiency and Knowledge Transfer
AI-enabled platforms don’t just monitor assets, they train people.
By analyzing trends, creating dashboards, and issuing task prompts, AI turns legacy knowledge into repeatable digital procedures.
📘 Read:
🔗 The Future of Work: Robots, AI, and Automation by Darrell M. West – $17.99
Insightful for utility HR, training, and executive planning.
5. Cybersecurity: The Dark Side of Smart
Every smart system is also a potential entry point for cyber attacks.
AI helps monitor intrusion attempts, adapt to evolving threats, and ensure compliance with EPA’s risk-based cybersecurity requirements.
🔐 Gear:
🔗 TP-Link 16-Port Gigabit Switch with Security Monitoring – $149
A scalable switch for secure, smart facility upgrades.
🧠 Final Thought: Adaptation Is Leadership
This isn’t about tech for tech’s sake. AI is a tool—and like all tools, it’s neutral until placed in the hands of a visionary.
So, are you leading with foresight, or reacting with hindsight?
The future of water depends on those who embrace change before it becomes survival.
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