AI Coach™
engineered exclusively for water treatment
Machine learning works 24/7 to help water operations and maintenance professionals increase efficiency, reduce costs, mitigate risk, and improve plant performance.


Status quo
High costs, high consumption
❌ Energy, essential chemicals, labour, equipment, maintenance- the costs of operation are skyrocketing.

With Pani
Cost and resource efficient
✔️ Conserve and get better value out of operational resources, solving scarcity with higher efficiency.
Too much to manage manually
❌ There are hundreds of signals to analyze at any given time, across the plant. Manual monitoring and analysis increases likelihood of costly error.
Everything under control
✔️ AI Coach™ monitors the plant 24/7, analyzes all the data, provides actionable analytics and gives direct recommendations to operators.
Reactivity & downtime
❌ Incumbent tools can't predict operational conditions. Reactivity leads to unplanned downtime, missed targets and lost production.
Forecasting & continuity
✔️ AI Coach™ performs dynamic optimization to determine and deliver optimal control set-points. Proactivity keeps the plant running smoothly.
How it works
at the plant

The Coach™ aggregates
plant data
The Coach™ runs the data through Pani's digital twin and models, and provides analytics and recommendations to operators via the web platform, email, or text
Operators take actions based on the Coach's™ recommendations, preventing problems before it's too late, saving time, hassle, resources, and the environment
Case Study
See how the AI Coach™ found optimization gains in a Reverse Osmosis plant assumed to have none, in the Northeastern United States
Simple steps to get set-up, no disruption or downtime

Plant assessment

1-way data
integration

O&M
meeting

Platform
training

Go-live & get results
Secure solutions
for the risk averse
Pani is purely decision support: data is pushed to the platform, the Coach™ does the math, and the people choose to take action. Our clients and their facilities remain safe and secure.

Options to suit all stages of the journey
$0 CAPEX, monthly subscription.

Base
Set a strong foundation
For mostly-manual plants
starting to digitize
What you'll get: Centralized data,
real time analytics, and automatic performance reporting

Brite
Build & generate value
For plants with instrumentation and centralization already in place
What you'll get: Advanced analytics, process diagnostics, anomaly detection and actionable recommendations

Genius
Advance & transform
For plants with historical data ready to reach the summit of performance
What you'll get: Predictive insights and fault detection, prescriptive solutions, and holistic plant optimization