Coffee Giants Team Up to Prevent Supply Chain Deforestation

Seven coffee companies form satellite mapping alliance to tackle deforestation

Seven of the world’s largest coffee companies have joined forces to create the Coffee Canopy Partnership. The initiative uses satellite technology and artificial intelligence to map coffee plantations worldwide. This represents the first time the coffee industry has united at this scale to address deforestation in its supply chains.

The founding members are JDE Peet’s, Louis Dreyfus Company, Sucden, Neumann Kaffee Gruppe, Touton, Sucafina, and Tchibo. Together, they will use Airbus satellite imagery and AI analysis to identify where coffee is grown, where deforestation risks exist, and where landscape restoration could make a difference. The partnership has backing from the UK Foreign, Commonwealth & Development Office and the UN Food and Agriculture Organization.

This matters because the coffee sector faces a pressing deadline. The European Union Deforestation Regulation takes effect in late 2024 for large companies and mid-2027 for smaller businesses. Consequently, any coffee sold in the EU must not come from land deforested after December 2020. Without accurate mapping, companies cannot prove compliance. Moreover, millions of smallholder farmers risk losing access to European markets if their land cannot be verified as deforestation-free.

East Africa becomes testing ground for AI-driven farm mapping

The partnership will begin operations in East Africa. This region presents both high commercial risk and significant social challenges. Coffee farms there often sit near natural forests, and expansion has historically encroached on these ecosystems. However, the picture is complicated by agroforestry systems, where coffee grows beneath tree canopy.

Traditional satellite data struggles to tell these systems apart from primary forest. For example, a densely shaded coffee farm can look similar to natural woodland from above. This creates a problem. Farmers practicing sustainable agroforestry methods might be flagged as potential deforestation risks simply because existing datasets lack the sophistication to differentiate land use types accurately.

The AI technology deployed by the Coffee Canopy Partnership aims to solve this. By analyzing multiple data points from Airbus satellites, the system will classify land types with greater precision. It will map individual plantations, distinguish agroforestry from natural forest, and identify areas where trees have been cleared recently. This classification matters enormously for smallholder farmers, who represent the majority of coffee producers globally.

According to the partnership, between 10 and 12 million smallholder farmers depend on coffee for their livelihoods. Many of these producers work on small plots, sometimes just a few hectares. Without accurate data showing their farms do not contribute to deforestation, they face exclusion from export markets. Therefore, the mapping initiative serves both environmental and social purposes.

EU regulation drives industry collaboration after years of fragmented efforts

The European Union Deforestation Regulation represents a fundamental shift in how commodities enter the European market. Previously, voluntary sustainability standards governed most corporate action on deforestation. Now, legal requirements demand proof that products do not originate from recently deforested land.

Large companies must comply by December 2024. Small and medium businesses have until mid-2027. The regulation covers coffee, cocoa, palm oil, soy, cattle, timber, and rubber. For coffee specifically, this means every shipment to the EU must include geolocation data showing where the beans were grown and evidence that the land was not deforested after the December 2020 cutoff date.

Individual companies have attempted to map their own supply chains for years. However, these efforts have been fragmented and limited in scope. Furthermore, smallholder farmers often sell through multiple intermediaries, making farm-level traceability extraordinarily difficult. A single trader might source from thousands of farmers across different regions, each with varying record-keeping practices.

The Coffee Canopy Partnership changes this dynamic by creating a shared, open-access map of global coffee production. Instead of seven separate mapping projects, the industry pools resources and expertise. This approach reduces duplication, cuts costs, and creates a unified dataset that all companies can use. In addition, the partnership plans to make the mapping data publicly available, which could benefit smaller roasters and traders who lack the resources for independent verification systems.

JDE Peet’s, which leads the partnership, stated the goal is to reduce coffee-driven deforestation over time. The company emphasized that collaboration offers the best chance of achieving change at the scale required. Similarly, other founding members have noted that the complexity of coffee supply chains demands collective action rather than isolated corporate initiatives.

Global coverage planned by 2027 to meet regulatory deadlines

While the partnership starts in East Africa, the ambition extends far beyond one region. Full global coverage of coffee-growing areas is planned by 2027. This timeline aligns with the EUDR deadline for smaller businesses, ensuring the mapping infrastructure is ready when all companies need it.

Coffee grows across a wide geographic belt spanning Latin America, Africa, and Asia. Each region presents distinct challenges. In Brazil and Colombia, large estates dominate production. In Vietnam, smallholders cultivate coffee alongside other crops. In Ethiopia and Kenya, coffee often grows in complex agroforestry systems. The AI must work effectively across all these contexts.

The technology will need to account for different tree species, varying canopy densities, seasonal changes, and diverse topographies. Consequently, the partnership expects to refine its methods as it expands. Early results from East Africa will inform how the system is deployed elsewhere. Pilot projects will test whether the AI can accurately classify land types in different environments before full rollout.

This phased approach reduces the risk of errors that could wrongly exclude compliant farmers or fail to catch actual deforestation. Nevertheless, the tight timeline leaves little room for delay. Mapping millions of farms across dozens of countries in under three years requires significant coordination between satellite providers, AI developers, and local partners who understand regional farming practices.

Supply chain transparency reaches the farm gate

For UK businesses that import coffee or supply coffee-containing products, this development changes the compliance landscape. Previously, many companies relied on trader assurances or certification schemes to verify sustainability claims. The EUDR makes this insufficient. Importers must now provide specific geolocation data for the farms where their coffee originates.

This requirement affects not only large roasters but also smaller businesses. A independent coffee shop sourcing beans from a specialty importer still needs evidence that the supply chain is deforestation-free. Similarly, food manufacturers using coffee as an ingredient must trace it back to farm level. Failure to comply can result in fines, shipment rejections, and reputational damage.

The Coffee Canopy Partnership mapping potentially simplifies this burden. If a trader sources from farms included in the open-access database, they can demonstrate compliance more easily. However, gaps will likely exist initially, particularly for farms in remote areas or those selling through informal channels. Businesses should therefore assess their current supply chains against the available data and identify where additional verification may be needed.

In practical terms, procurement teams need to ask new questions of suppliers. Where exactly does this coffee come from? Can coordinates be provided? What evidence shows the land was not recently deforested? Companies that source from multiple origins face more complex due diligence. Consequently, some may choose to consolidate suppliers or prioritize origins where mapping data is most complete.

The regulation also affects contract terms. Buyers increasingly include deforestation-free guarantees as standard clauses. Suppliers unable to provide necessary documentation may lose business. Meanwhile, those who can demonstrate compliance through the partnership’s mapping may gain competitive advantage, particularly as more buyers seek verified deforestation-free sources.

What UK coffee importers and users need to know

• The European Union Deforestation Regulation prohibits selling coffee in the EU if it comes from land deforested after December 2020, with large companies required to comply by late 2024 and smaller businesses by mid-2027.
• Seven major coffee companies have formed the Coffee Canopy Partnership to create a shared, open-access map of global coffee production using Airbus satellites and AI technology.
• The mapping initiative begins in East Africa and aims for global coverage by 2027, focusing particularly on distinguishing sustainable agroforestry from actual deforestation.
• UK businesses importing coffee or using it in products must provide geolocation data proving their supply chains are deforestation-free, regardless of company size.
• Between 10 and 12 million smallholder farmers could face market exclusion without accurate mapping to verify their farms do not contribute to deforestation.
• The partnership’s technology addresses a critical data gap where traditional satellite imagery cannot distinguish shaded coffee systems from natural forest cover.
• Companies should begin assessing current supply chains against available mapping data and requesting specific farm-level documentation from suppliers.

Smaller suppliers face the steepest compliance challenge

While the Coffee Canopy Partnership provides infrastructure for large traders, smaller suppliers face particular challenges. Many independent importers and specialty roasters have built businesses around direct relationships with farmer cooperatives. These relationships often prioritize quality and fair pricing but may lack the documentation systems that EUDR compliance now requires.

For these businesses, the next two years demand significant operational changes. Systems must be created to collect and store geolocation data. Farmers need training on why this information matters and how to provide it. In some cases, GPS coordinates may need to be captured for the first time. This represents a substantial administrative burden for small businesses operating on tight margins.

However, the open-access nature of the partnership’s mapping could help. If a cooperative’s farms appear in the database, verification becomes simpler. Alternatively, businesses might need to invest in their own mapping efforts or work with third-party verification services. Some certification schemes are developing EUDR compliance modules, though these typically involve additional costs.

The UK’s position outside the EU creates an additional consideration. While the EUDR does not directly apply to the UK market, British businesses exporting to or through the EU must comply. Furthermore, the UK government has indicated it may introduce similar deforestation regulations. Therefore, even businesses serving only the UK market should monitor developments and consider preparing systems that could meet future requirements.

Forest restoration plans extend beyond compliance mapping

The Coffee Canopy Partnership’s ambitions reach beyond regulatory compliance. Members have stated intentions to support landscape restoration in coffee-growing regions. This means not only preventing future deforestation but also identifying where tree planting or forest regeneration could occur.

Such efforts require partnership with local governments and communities. Restoration cannot succeed if imposed externally without considering how land is used for food production, grazing, or other livelihoods. Consequently, the partnership’s success will depend partly on its ability to engage effectively with coffee-producing countries and their forest management policies.

Early indications suggest the UK Foreign, Commonwealth & Development Office sees this as a development opportunity. By supporting smallholder farmers to meet market requirements, the initiative could protect rural incomes while advancing environmental goals. Similarly, the UN Food and Agriculture Organization’s involvement signals recognition that agricultural supply chains and forest conservation must be addressed together rather than as competing priorities.

For businesses, this broader agenda matters because it affects long-term supply security. Coffee production faces mounting pressures from climate change, with suitable growing areas expected to shrink significantly by mid-century. Agroforestry systems that integrate trees provide shade, improve soil health, and offer greater climate resilience than sun-grown coffee. Therefore, mapping that encourages these practices potentially strengthens supply chains against future climate impacts.

Questions remain about AI accuracy and data accessibility

Despite the partnership’s promise, several uncertainties persist. AI classification depends on the quality and resolution of satellite imagery. While Airbus provides high-quality data, dense cloud cover in tropical regions can limit what satellites capture. Seasonal variations affect tree cover appearance. Small farms may be difficult to distinguish from surrounding vegetation.

The partnership will need to validate its AI classifications through ground-truthing, where local teams visit farms to confirm what satellites show. This process is time-consuming and expensive. Furthermore, errors could have serious consequences. Incorrectly flagging a compliant farm as deforested would unfairly harm farmers. Conversely, missing actual deforestation would undermine the regulation’s purpose.

Data accessibility presents another question. While the partnership describes the mapping as open-access, practical details remain unclear. Will any business be able to query the database? How frequently will it be updated? What happens when farm boundaries change or new clearing occurs? These operational aspects will determine how useful the system proves for the broader industry.

Additionally, the partnership covers seven large companies but not the entire coffee sector. Smaller traders and specialty roasters will need to determine how they can access and contribute to the mapping effort. If participation remains limited to the founding members, the initiative’s effectiveness in addressing industry-wide deforestation may be constrained.

Further resources for understanding deforestation regulations

The UK government provides guidance on environmental due diligence in supply chains, though specific EUDR requirements fall under EU law. Businesses can access detailed information about the regulation through the European Commission’s environment directorate, which maintains the official regulatory text and implementation guidance.

The UN Food and Agriculture Organization has published research on forest area change and agriculture, providing context for why commodity-driven deforestation has become a regulatory priority. This data helps businesses understand the scale of the problem they are being asked to address.

For practical compliance support, the SBS compliance service helps UK businesses navigate environmental regulations affecting supply chains, including emerging deforestation requirements and carbon reporting obligations that often intersect with sustainable sourcing policies.

Companies seeking to understand how their broader sustainability efforts connect with supply chain transparency may find value in structured carbon reporting programs that address Scope 3 emissions, where purchased goods including agricultural commodities typically represent the largest component of a company’s carbon footprint.