Water treatment

plant optimization

Advanced tools and technology

for smart operations and

high efficiency

Elevate plant performance

Water treatment is complex, and every facility is different. Operations and maintenance (O&M) professionals are expected to manually process and analyze massive volumes of data while under constant pressure to do more with less, within ever-tighter constraints and increasingly strict targets. Pani applies machine learning, a subset of artificial intelligence, to leverage and maximize plant data, helping O&M teams manage and improve these critical infrastructures. We work with industrial, desalination, municipal, reuse and Zero Liquid Discharge facilities, improving efficiency, performance, and sustainability.

Solving complexity: the Digital Operator Coach™ 

Think of the Coach™ as the newest member of your Operations & Maintenance team, working 24/7 to ensure the people at the plant have the tools and information they need to keep the plant running at peak performance.

Same people, same process, higher efficiency

The Coach™ is provided through a cloud-based software platform that integrates with the plant's existing hardware and software, helping operators maximize their facility's assets and processes to achieve higher performance than previously possible, without costly retrofits or disruption to operations. 

Reduce operational


Control suggestions boost efficiency to lower OPEX & offset CAPEX projects

Prevent costly downtime

Predictive recommendations mitigate unplanned downtime & disruptions

Extend equipment & asset working life

Maximize assets & improve O&M effectiveness with process specific diagnostic tools

Stay in

Prevent exceedance
and achieve operational


Ensure continuity & resilience

Fortify your operation with added layers of risk-mitigation

Conserve consumables 

From dosing chemicals to membranes, make the most of vital consumables

What global innovation leaders are saying

“Operation and maintenance of treatment systems can now be optimized beyond long-perceived standards using Pani’s AI Operator Coach. Pani is opening the door to drastically improved life cycle costs in many facets of treatment.”


- Ashu S., Project Lead, Aquatech



Awards & recognition

Demo Day $25K SGD 

Deployment Award

Singapore Water Innovation Week

Singapore, 2019

Top 5 Most



Global Water Summit

Paris, 2018

Foresight CAC
Rising Star

Tech SME

BC CleanTech Awards,

Vancouver, 2020

From the technology to the people behind it, Pani is making waves in #aiforwater

See what the Coach™ can do for your organization

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Pani Energy provides a cloud-based machine learning software platform to elevate the efficiency of industrial and city scale water treatment infrastructures. Pani's award-winning Artificially Intelligent Digital Operator Coach ingests plant data and instructs operators how to optimize their plant's performance. 

Copyright © 2020 Pani Energy.

Disclaimer: Pani Energy provides the website as a service to the public. Pani is not responsible for, and expressly disclaims all liability for, damages of any kind arising out of use, a reference to, or reliance on any information contained within this website. The numbers/benefits provided on this website are not, in any way claims for what your plant may receive in savings, rather projections from our models and past experience with treatment plants. An assessment of each plant is provided during sales.