Operational intelligence for water treatment
Bring your plant to life with Pani's Operational Intelligence
Pani deploys powerful tools for your team and works alongside them to deliver actionable recommendations, perform jobs, and answer questions in depth.
- $750K
- in unplanned costs avoided
- $260K
- in annual OpEx saved
- 1,664 hrs
- of manual work saved a year
Find your plant type
Every plant is different. See what Pani can do for yours.

Wastewater
Diagnose and act on problems before they become compliance exceedances.
- Compliance
- OpEx Savings

Drinking Water
Tightly manage your compliance margins while reliably meeting demand.
- Compliance
- Water quality

Industrial
Catch a compliance margin shrinking, before it's a shutdown.
- Compliance
- Uptime

Food & Beverage
See exactly where your water usage ratio is leaking and meet production.
- Water savings
- OpEx Savings

Desalination
Optimize your assets and procedures to reduce energy and OpEx.
- OpEx Savings
- Membrane life

Reuse
Maintain your barrier while maximizing your recovery
- Compliance
- Water quality
How it works
One platform. A complete intelligence toolbox for your plant.
Agent Zed
Meet your AI process engineer
Agent Zed does any analysis, answers any question, performs recurring jobs
Learn moreDigital Twin & Plant Audits
Digitize and audit your plant
Create a virtual twin of your plant, then audit its history for opportunities
Learn moreData Explore
Explore your unified data
Layer your data and deep dive to understand root causes
Learn moreDashboards & Reports
Visualize with dashboards
Synthesize data into custom views to power operations and reports
Learn moreAlerts & Notifications
Alert and Notify
Build nuanced alerts that go beyond high-high low-low alarm fatigue
Learn moreTasks & Procedures
Manage tasks and procedures
Create, assign and manage tasks, with the required context to perform them
Learn moreData & Integrations
Integrate and synthesize data
Easily pull in data from across the plant into a unified platform
Learn moreTry Pani Today
Upload what you have and see what Zed finds before you buy a subscription.
Book a demo
For larger operations or advanced use cases, we'll tailor a walkthrough to your setup.

Where Pani fits
Works with what you already have.
Regardless of your plant's digital maturity, Pani can empower your plant. Pani can work with your SCADA data, spreadsheets, paper logs, and plant documents. If you already use a system like Hach WIMS, Pani can integrate to ingest that data, adding to its intelligence.
What "operational intelligence" actually means
Pani goes beyond reporting, empowering your team with true decision support.
Find
Surface the number buried in your data
Report
Produce the recurring report, automatically.
Explain
Answer questions about your plant with evidence
Detect
Flag what's abnormal before it becomes costly
Diagnose
Find the root cause, not just the symptom.
Decide
Know what to do and why, with confidence
Many tools help with the beginning of the value ladder. Pani is the full decision support solution, creating value at every step.
Trusted by teams treating water worldwide.
- BlueTech
BlueTech Innovation

Top 100 Cleantech

Top Disruptive Technology

30 Under 30 Social Impact

Deployment Award
Just a few of the companies operating with Pani
Not just another AI
Grounded in your data
Your sensors, documents, lab results, and your operating history are the foundation.
Water-treatment expertise built in
A curated domain knowledge base, proven industry practices, process models, and validated case studies.
Answers you can trust
Estimates its confidence and shows its work, traceable to sources.
What Zed found
20%
A beverage bottling plant in Asia cut its water usage ratio by roughly 20% in five months, with zero capital spending.
The constraint wasn't equipment. It was visibility into which line, which hour, which valve was driving the loss. Zed found it; the plant fixed it without buying anything.
Read the story$750,000
A large municipal wastewater plant in Washington State avoided roughly $750,000 in unplanned expenses.
A broken filter screen was binding a dewatering motor, caught using Explore before it became a bigger repair.
Read the story22M
A Gulf-region beverage bottler saved 22 million liters of water a year and improved its water usage ratio by 3.6%.
No new hardware. Zed made the losses visible across production and cleaning, and the team closed them.
Read the storyReady to see what Zed finds in your plant?
See what Zed finds in your plant
Upload what you have. Zed builds your plant's digital twin and then audits it. We walk you through what opportunities Zed finds before you decide to buy a subscription.
Book a demo
For larger operations, multiple plants, or advanced use cases, we'll tailor a walkthrough to your setup.













