AI enablement in complex environments

Giving structure to possibility.

We build AI systems for complex environments, where sectors, science and policy meet. Our focus today is climate and the environment.

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See where we work

Climate research tools

Live in regulated healthcare

Multi-agent engineering

What we do

One capability, two ways in.

Off-the-shelf software stops working where these worlds meet. That is where we build, and where we lead technology for others.

What we mean by complex

Across jurisdictions

Systems that hold up across countries, regulators and standards.

Public meets private

Where governments, companies and communities share data and responsibility.

Science meets practice

Turning research into tools people can use in the field.

Engineering meets market

Matching what a team can build with what the market actually needs.

Technology ahead of policy

Building responsibly where the rules are still being written.

01 · Aethergon Labs

AI enablement in complex environments

We turn fragmented data, scientific knowledge and expert know-how into structured intelligence and working tools. Our main focus today is climate and the environment.

Climate research, reporting and analysis tools

Environmental and geospatial data systems

AI-assisted research workflows, validated against real data

We build it for you, or with your team inside your organization.

For · Climate and environmental research teams, and organizations with data-heavy problems in healthcare, finance and agriculture.

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02 · Aethergon Advisory

Fractional CTO and technology advisory

Senior technology leadership without a full-time hire: architecture, engineering delivery, AI adoption and due diligence.

Fractional CTO leadership

Engineering delivery and team building

Due diligence and compliance readiness

For · Founders and leadership teams navigating growth, technical complexity or AI adoption.

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Aethergon Labs

Where we work.

The domains we work in, and the systems we are building there.

In use and in development

Engineering

● In use

Delivery harness

Specialized agents for delivery, code review and research, with bounded repair loops, evidence-based verification and human approval gates. Our team ships with it across projects.

Engineering

● In use

Delivery harness

Specialized agents for delivery, code review and research, with bounded repair loops, evidence-based verification and human approval gates. Our team ships with it across projects.

Climate & environment

● In development

Allometra

A database and intelligence engine for allometric equations, extracted from the scientific literature.

Climate & environment

● In development

Allometra

A database and intelligence engine for allometric equations, extracted from the scientific literature.

In research

Climate & environment

● Research

Dryas

The research front end for ecological and allometric models, built on Allometra.

Climate & environment

● Research

Dryas

The research front end for ecological and allometric models, built on Allometra.

Finance

● Research

Ploutus

Financial intelligence and quantitative systems.

Finance

● Research

Ploutus

Financial intelligence and quantitative systems.

Also live in regulated healthcare: a multi-agent clinical documentation platform, with clinicians reviewing every output. Delivered through Advisory →