EcoSense AI
Aerial view of a calm lake at sunrise
Predictive Environmental Intelligence

Predict Water Pollution Before It Happens

EcoSense AI combines biofilm intelligence, drone sensing, advanced environmental science and proprietary AI to detect eutrophication up to nine days earlier than conventional monitoring — enabling proactive intervention before environmental damage occurs.

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Days earlier detection

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Continuous monitoring

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Scientific partners

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Predictive, not reactive

Credibility

Presented at International Conferences

Research shared with the international environmental science community.

Scientific Validation

Grounded in laboratory-verified biofilm response science by PROTLAB GPL.

Environmental Innovation

A new class of living sensing for freshwater ecosystems.

Predictive Intelligence

AI forecasting engineered for operational decision-making.

The Problem

Current Monitoring Reacts Too Late

Conventional water monitoring depends on periodic manual sampling and laboratory turnaround. By the time a result arrives, the bloom has already formed — and the only option left is damage control.

Sampling intervals miss fast-moving nutrient events

Laboratory turnaround delays decisions by days

Interventions start after ecological damage begins

Emergency treatment multiplies operational cost

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Pollution

Nutrient load enters the water body.

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Damage

Algal bloom develops beneath the surface.

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Sampling

Manual sampling detects it days later.

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Reaction

Emergency response begins.

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High Cost

Treatment, downtime, ecological loss.

The Future

From Reactive Monitoring to Predictive Intelligence

ReactivePredictive · EcoSense AI
Detection basisManual grab samplesBiofilm + sensor + AI fusion
TimingAfter the bloom formsUp to 9 days before
CadenceWeekly or monthlyContinuous
OutputA laboratory numberA risk forecast and action window
Cost profileEmergency remediationPlanned, preventive intervention
The Platform

How EcoSense AI Works

Seven connected layers turn living biological signal into an operational decision.

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Biofilm

Microbial layers respond to nutrient change within hours.

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Drone Imaging

Multispectral aerial capture across the full water body.

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Environmental Sensors

In-situ physicochemical telemetry, continuously streamed.

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AI Analysis

Proprietary models fuse biological and hydrological signals.

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Risk Prediction

Calibrated eutrophication probability with lead time.

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Early Warning

Threshold alerts routed to operational teams.

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Decision Support

Recommended interventions before damage occurs.

Biofilm response microscopy
Biofilm response microscopy
Autonomous reservoir survey
Autonomous reservoir survey
Geospatial environmental analytics
Geospatial environmental analytics
The Advantage
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Earlier

Nine days is the difference between managing a crisis and preventing one. It is enough time to adjust abstraction, reroute supply, dose treatment preventively, notify regulators and protect public water sources — before a bloom is visible at the surface.

Operational

Time to plan intervention instead of reacting to failure.

Financial

Preventive dosing costs a fraction of emergency remediation.

Ecological

Oxygen depletion and fish mortality avoided entirely.

Regulatory

Documented, auditable early-warning evidence.

Platform

One operational picture of environmental risk

Risk Map

ELEVATED · 3 SITES
Predictive risk map of a reservoir catchment

Eutrophication Risk

78%

Chlorophyll-a Trend

+22%

Dissolved Oxygen

6.4 mg/L

Biofilm Activity Index

High

AI Forecast

Bloom onset predicted in 9 days at Basin North. Recommended: increase circulation, pre-dose treatment.

Scientific Validation

Science first, always

Research

Laboratory characterisation of biofilm nutrient response at PROTLAB GPL.

International Conferences

Findings presented to the international environmental science community.

Scientific Foundation

Predictive model built on verified biological and hydrological signal.

Future Studies

Multi-site field validation with utilities and research institutions.

Commercial Opportunity

Built for Global Deployment

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Recurring SaaS

Subscription platform licensed per water body and per site.

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AI Analytics

Premium predictive modules and forecast horizons.

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Monitoring Platform

Sensor and drone data acquisition as a managed service.

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Pilot Programs

Paid validation deployments converting into contracts.

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International Expansion

Replicable across freshwater systems worldwide.

Investors

A category-defining environmental data platform

Water quality is a global infrastructure problem with a regulatory tailwind and a recurring revenue model. EcoSense AI is positioned at the intersection of environmental science and applied AI.

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Market Opportunity

Utilities, agencies and industry face rising compliance and treatment cost.

Competitive Advantage

Biofilm-based early signal is defensible and hard to replicate.

Commercial Readiness

Pilot-ready platform with a defined deployment protocol.

Scalable Platform

Software margins on a repeatable monitoring architecture.

Partnership

Deploy a pilot with us

We collaborate with utilities, government bodies, universities, environmental agencies and technology partners to validate and scale predictive monitoring.

Become a Strategic Partner
Pilot Programs
Utilities
Government
Universities
Environmental Agencies
Technology Partners
Leadership

Walter Battistutti

Founder · EcoSense AI

PROTLAB GPL LtdQuant-AI & Blast Ltd

Mission

Protect water resources before environmental damage occurs.

Vision

Create the world's most intelligent environmental monitoring platform.

Scientific Excellence

Every claim traceable to verifiable environmental science.

Innovation

Applied AI built for real operational decisions, not dashboards alone.

Latest

News & Research

All updates
Conference

EcoSense AI presented at international environmental science conference

The predictive biofilm methodology and its nine-day detection advantage were shared with researchers and practitioners.

Research

Biofilm response characterisation advances predictive modelling

New laboratory work strengthens the link between microbial response and downstream eutrophication risk.

Press

PROTLAB GPL and Quant-AI & Blast formalise the EcoSense AI platform

Scientific foundation and AI scaling capability combine into a single commercial platform.

Media

Why water monitoring must become predictive

A perspective on the operational and financial cost of reactive environmental monitoring.

Let's Protect Water Before It's Too Late.

Questions? Ask the EcoSense AI Assistant.