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Small4Good · Project

AI-Driven Business Models for Small Forest Owners to Earn from Carbon and Biodiversity

environmentTestedTRL 5

Imagine small forest owners as tiny green banks that store carbon and protect wildlife, but they often lack the tools to make money from it. This project builds a digital toolkit and AI helpers to show them exactly how to manage their land to get paid for these environmental services. It's like a GPS for sustainable forestry that turns nature protection into a steady income stream.

By the numbers
4
Living Labs across Europe
15
Consortium partners
6
Countries involved
The business problem

What needed solving

Small forest owners often lack the financial incentive and technical tools to manage their land for biodiversity and carbon capture, making the transition to a green bioeconomy slow and fragmented.

The solution

What was built

AI-based digital tools and multifunctional business models for Payment for Ecosystem Services (PES) and carbon farming.

Audience

Who needs this

Carbon credit developersForestry software startupsEnvironmental consultancy firmsForest owner associations
Business applications

Who can put this to work

Agri-Tech
SME
Target: Digital forestry software provider

If you are a software provider dealing with low user engagement from small landowners — this project developed AI-based digital tools that improve the capacity and engagement of small-forest owners. This allows you to offer a more valuable, data-driven platform for land management.

Environmental Finance
mid-size
Target: Carbon credit aggregator

If you are a carbon credit firm dealing with the difficulty of onboarding fragmented small plots — this project developed business models for Payment for Ecosystem Services (PES) and carbon farming. This provides a structured way to integrate small owners into the bioeconomy.

Forestry Services
any
Target: Forest management consultancy

If you are a consultancy dealing with outdated management plans that ignore biodiversity — this project developed multifunctional management models tested in 4 European regions. You can use these locally adapted pathways to offer higher-value sustainable consulting.

Frequently asked

Quick answers

What is the cost or price of the developed tools?

Based on available project data, specific pricing or cost structures for the AI tools and business models are not provided.

Can these models be scaled to an industrial level?

The project uses 4 Living Labs across Nordic, Eastern, Central, and Southern Europe to create pathways that can be used by small-forest owners across Europe.

How is the IP or licensing handled for the AI solutions?

Based on available project data, there is no specific information regarding the licensing terms or patent status of the digital tools.

How does this align with EU regulations?

The project is aligned with the EU Forest Strategy and the European Green Deal, specifically focusing on carbon farming and biodiversity loss.

What is the timeline for implementation?

The project runs from 2024-01-01 to 2027-12-31, with the goal of outlining realistic pathways for implementation.

Consortium

Who built it

The consortium is well-balanced for a transition project, consisting of 15 partners across 6 countries. With a 20% industry ratio (3 industry partners, including 2 SMEs), the project ensures that the AI and business models are grounded in commercial reality, while the 6 'Other' partners and 6 academic/research entities provide the necessary scientific validation for carbon farming and biodiversity metrics.

How to reach the team

Contact NIBIO - Norsk Institutt for Biookonomi for details on the Living Lab outcomes.

Next steps

Talk to the team behind this work.

Contact us to match with the Small4Good consortium for AI-forestry integration.

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