How AI Utility Optimization Improves Efficiency and Reduces Costs
Overview
- Water utilities are under growing pressure to reduce operating costs, improve water quality, ensure regulatory compliance, and extend the life of critical infrastructure — all while managing workforce and resource constraints.
- Leading municipalities are looking to TriNova for industry-accepted application of Artificially Intelligent Control from Ai-OPs to deliver real-time, data-driven predictive maintenance, optimized resource management, proactive problem-solving and control and across treatment, distribution, and collection systems.
- These Ai-enabled operations will demonstrate how new levels of automation can unlock measurable performance gains.
Below are the most popular use cases already launched or in development.
AI-Enabled Control Drives
Wastewater Optimization:
- Coagulant Feed Optimization
- Polymer Feed Optimization
- Deepwell Injection Pump Control
- Disinfection Systems (i.e.: Dosing Pumps)
- Aeration Basin Oxygen and Blower Control
- OCS (order control scrubber)
Water Optimization:
- Well Operations & Monitoring
- Pretreatment (sand filters, cartridge filters)
- Chemical dosing system optimization
- Membrane Life Extension & CIP optimization
- Nano & RO membrane performance improvement
- High pressure pumping system optimization
- Post treatment
- Blending basin optimization
- Lime dosing optimization
- Dechlorination optimization
Multi-Objective Reward Functions
Optimized across a unified model to balance:
- Water Quality
- Energy Consumption
- Chemical Usage
- Regulatory Compliance
- Operational Safety
Enabled Through:
- Valve Position Control
- Chemical Addition Control
- Blower Speed Control
- Pump Speed Control
Customer Demand
New technology options from TriNova / Ai-OPs drive higher levels of water efficiencies that help you meet increasing customer demand.

Let’s Build Smarter Utilities Together
Join leading utilities in transforming water and wastewater operations through AI-enabled control systems. Our scalable pilot programs are helping cities reduce operational costs, improve compliance, and drive long-term sustainability.
Want to learn how AI-powered optimization can support your utility’s goals?
Fill out the short form below to receive more information, request a case study, or connect with a TriNova expert.
We’ll follow up with insights tailored to your interests—no pressure, just smarter operations.