Energy & Utilities|Product Engineering|Increase Efficiency

AInwaterWater treatment optimization

Reactive management wasted resources. AI now forecasts contamination to optimize dosing, cutting energy consumption by 30%.

Nov 21, 2025|2 months ago

Key results

Energy Reduction
30%
Chemical Reduction
10%
Energy Savings
9%

The company

AInwater logo

AInwater

ainwater.com

AI platform for real-time optimization and management of water treatment facilities.

IndustryEnergy & Utilities
LocationSantiago, Chile
Employees11-50
Founded2019

Result highlights

  • 30% energy reduction for treatment plants
  • 10% reduction in chemical usage
  • 9% energy savings for meat packing client
  • 65% faster client onboarding
  • 3M+ cubic meters annual water savings
  • 82% increase in desalination water production
  • 35% reduction in industrial grey water

The story

A water technology provider monitors treatment processes at over 100 plants across Latin America, impacting water quality for more than 1 million people.

Water treatment plants traditionally rely on reactive management, often leading to excessive chemical usage and energy waste. The company needed to scale its pilot software into a secure multi-tenant platform capable of handling data from multinational clients.

The organization built a modular SaaS platform using AWS Fargate to manage containerized infrastructure across multiple regions. Amazon SageMaker runs predictive models that analyze time-series data to forecast contamination events and optimize chemical dosing. The system ingests heterogeneous industrial data to provide near real-time operational recommendations to plant managers.

Scope & timeline

  • 80% faster AI model development
  • 30-40% faster solution delivery

Quotes

Explore similar

Find AI opportunities for your
business context

Understand what's working with 2,383 recent AI case studies across industries. We structure things so you can find high-impact strategies for your exact context.

Graphic placeholder

Industries covered