Neblina Labs.

NEW

Conservation Works. Can You Prove It?

Conservation Works.
Can You Prove It?

We build the monitoring and analysis infrastructure that lets conservation sites prove their ecological impact with investment-grade evidence.

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See Our Work

The Problem

Correlation
is not causation.

"Did biodiversity actually increase compared to what would have happened without intervention?"

Most conservation sites can show what's living there. Almost none can prove they're the reason it survived.

We build the infrastructure to prove it.

Causal Evidence

Real-Time

Investment-Grade

Funding-Ready

An image of Freelio's budget ui

The Problem

Correlation
is not causation.

"Did biodiversity actually increase compared to what would have happened without intervention?"

Most conservation sites can show what's living there. Almost none can prove they're the reason it survived.

We build the infrastructure to prove it.

Causal Evidence

Real-Time

Investment-Grade

Funding-Ready

An image of Freelio's budget ui
An image of Freelio's project ui

The Solution

What We Do

An integrated evidence stack.

We combine acoustic monitoring, satellite analysis, and camera trap data into a single platform that produces statistically defensible impact claims.

Not: "Biodiversity increased in our reserve."

But: "Our intervention caused a 31% increase in species richness compared to counterfactual land with equivalent baseline characteristics"

Remote Sensing

Acoustic monitoring

Live Data

Reports

An image of Freelio's project ui

The Solution

An integrated evidence stack.

We combine acoustic monitoring, satellite analysis, and camera trap data into a single platform that produces statistically defensible impact claims.

Not: "Biodiversity increased in our reserve."

But: "Our intervention caused a 31% increase in species richness compared to counterfactual land with equivalent baseline characteristics"

Remote Sensing

Acoustic monitoring

Live Data

Reports

Process

What We Do

What We Do

Turning Environmental Data into Clear INSIGHTS

Continuous Biodiversity Monitoring

Acoustic networks that identify species, detect threats, and track ecosystem health in real-time across reserves.

Ongoing: Acoustic data infrastructure for Jocotoco Foundation

Continuous Biodiversity Monitoring

Acoustic networks that identify species, detect threats, and track ecosystem health in real-time across reserves.

Ongoing: Acoustic data infrastructure for Jocotoco Foundation

Impact Measurement

Before-and-after analysis that shows whether conservation interventions actually worked - not just correlation, causation.

Ongoing: Conservation impact report using Propensity Score Matching (PSM)

Impact Measurement

Before-and-after analysis that shows whether conservation interventions actually worked - not just correlation, causation.

Ongoing: Conservation impact report using Propensity Score Matching (PSM)

Impact reporting

Outputs formatted for funders, carbon verifiers, and regulatory compliance. Same underlying data, different decision interfaces.

Impact reporting

Outputs formatted for funders, carbon verifiers, and regulatory compliance. Same underlying data, different decision interfaces.

Impact reporting

Tailored applications and technical infrastructure, from field apps to data pipelines, that help organizations scale their work.

Projects

Our Work

From satellite analysis to acoustic monitoring, we build systems that reveal what's happening in ecosystems.

Amazon Deforestation Prediction

Risk analysis system using Alpha Earth satellite embeddings to predict forest loss.

DEPLOYED

River Contamination Impact

Simulation of the impact of different events like oil spills, mining, or pollution

DEPLOYED

open-source

Bioacoustics Agile Modeling Pipeline

Train classifiers for sounds with a few hours of expert's time

DEPLOYED

Illegal Fishing Detection

AI detection of illegal fishing activities in marine protected areas using AIS data and satellite imagery.

open-source POC

Open-Source Contribution

Contributing to urbanpy, the Inter-American Development Bank's Python package for urban geospatial analysis.

open-source

Process

Process

How It Works

Four steps to measurable impact

Assess

We map your reserve against satellite and acoustic baselines, identify counterfactual comparison sites, and establish the measurement framework before anything else.

Integrate

We connect to your existing acoustic recorders, camera traps, and data storage. If you're starting from scratch, we help you select and configure the right hardware for your ecosystem and budget. No proprietary equipment required.

Measure

Your data feeds into automated processing pipelines - species identification, acoustic complexity tracking, habitat change detection - running causal analysis against your counterfactual baseline continuously. You own your data.

Report

Impact evidence formatted for your specific audience. Funder reports, carbon verifier documentation, or reserve manager dashboards. Same underlying data, different outputs on demand.

Assess

We identify relevant research. We collaborate with field teams to deeply understand the problem and available data

Integrate

We connect to your existing acoustic recorders, camera traps, and data storage. If you're starting from scratch, we help you select and configure the right hardware for your ecosystem and budget. No proprietary equipment required.

Measure

We implement solutions ensuring they work reliably. From Cloud infrastructure to remote forest installations.

Report

Impact evidence formatted for your specific audience. Funder reports, carbon verifier documentation, or reserve manager dashboards. Same underlying data, different outputs on demand.

Collaboration

Let's Build Something

If you're raising conservation funding and need impact evidence that holds up to funder scrutiny
let's talk.

We take on select projects where technical infrastructure can unlock funding or prove conservation value.

We provide a step-by-step roadmap that breaks your vision into clear, actionable milestones.


Recent: Amazon deforestation prediction using Alpha Earth embeddings

Discuss Your Project →

Discuss Your Project →

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