Urban geospatial intelligence

Urban geospatial intelligence

Cooler cities, powered by AI.

Cooler cities, powered by AI.

Canopée AI identifies the most heat-vulnerable zones in your municipality and provides a precise, implementable tree-planting plan — reducing urban heat and improving quality of life for your residents.

Canopée AI identifies the most heat-vulnerable zones in your municipality and provides a precise, implementable tree-planting plan — reducing urban heat and improving quality of life for your residents.

−1 to −5.8°C

−1 to −5.8°C

temperature reduction from urban tree planting

Bowler et al. (2010), Landscape and Urban Planning 97(3) — confirmed across 128 studies in Yin et al. (2025), Theoretical and Applied Climatology

10 zones

10 zones

priority intervention areas identified per municipality

Canopée AI MVP — pilot analyses, Saint-Pierre-en-Faucigny (FR) and Girona (ES), 2025

< 10 min

< 10 min

end-to-end analysis time per municipality

Canopée AI MVP — automated geospatial pipeline benchmarked on municipalities of 3,000–50,000 inhabitants

EARLY ACCESS

Canopée AI is currently in its pilot phase. We are looking for partner municipalities in France, Spain, Belgium and Switzerland to co-build the product at a preferential rate.

The problem

Cities are getting hotter — and most municipalities lack the tools to act precisely

Cities are getting hotter — and most municipalities lack the tools to act precisely

Climate change is intensifying urban heat waves. Dense areas with insufficient vegetation accumulate heat and put residents’ health at risk.

+2 to +4°C

Additional warming projected in European urban areas by 2050, further amplified by urban heat island effects.

IPCC AR6 WG II — Climate Change 2022: Impacts, Adaptation and Vulnerability, Chapter 6

57%

More people exposed to heatwaves in European cities in the decade 2010–2019 compared to the preceding ten-year period.

Rocha A.D. et al. (2024). Unprivileged groups are less served by green cooling services in major European urban areas. Nature Cities.

Data gap

Most local governments lack the granular, affordable data needed to plan targeted heat responses and prioritise green infrastructure investments.

World Resources Institute (2026). C40 Cities (2025). AI-powered heat risk assessment initiative.

Our solution

From open data to an actionable plan — in under 10 minutes

From open data to an actionable plan — in under 10 minutes

Canopée AI combines geospatial analysis and artificial intelligence to produce precise, implementable planting recommendations for any municipality in the world — using exclusively open data sources.

01 — Collect

Open data

We use publicly available geographic and satellite data sources. Zero cost, worldwide coverage.

01 — Collect

Open data

We use publicly available geographic and satellite data sources. Zero cost, worldwide coverage.

02 — Analyse

AI scoring

A composite thermal vulnerability index scores each zone of your territory based on multiple geospatial factors.

03 — Map

Interactive maps

3 maps visualise current green coverage, vulnerability levels, and priority intervention zones.

04 — Plan

Street-level plan

Each priority zone includes street name, number of trees, recommended species, and estimated temperature impact.

Results

Concrete, evidence-based figures for every municipality

Concrete, evidence-based figures for every municipality

In under 10 minutes, Canopée AI delivers a complete analysis of your territory and produces a street-level action plan ready to present at council meetings or to support green infrastructure funding applications.

The methodology is applicable worldwide to any municipality with open geographic data coverage — from small towns to large cities.

Results are generated exclusively from open data sources and validated through pilot analyses with partner municipalities.

~30–40%

of a dense municipality’s built-up area typically falls in a high thermal vulnerability zone

Canopée AI pilot analyses — Saint-Pierre-en-Faucigny (FR) and Girona (ES), 2025.

~2,000

analysis zones produced per municipality

Canopée AI MVP — 100×100 m grid resolution, benchmarked on municipalities of 3,000–50,000 inhabitants

10

priority intervention zones with street-level planting recommendations

Canopée AI MVP — pilot analyses, Saint-Pierre-en-Faucigny (FR) and Girona (ES), 2025

−1 to −5.8°C

estimated temperature reduction after implementing the planting plan

Bowler et al. (2010), Landscape and Urban Planning 97(3), 147–155 — Yin et al. (2025).

Deliverables

3 interactive maps, ready to use

3 interactive maps, ready to use

Self-contained HTML files, opening in any browser. No server, no installation, no subscription required.

Map 01

Green infrastructure

Current distribution of vegetation, buildings and street network — the baseline for your municipality.

Map 02

Thermal vulnerability

High, medium and low risk zones across your territory, derived from an AI-computed composite vulnerability index.

Map 03

Planting recommendations

10 numbered priority zones with street name, tree count, recommended species, mobility impact, and estimated temperature reduction.

Scientific evidence

The evidence-based benefits of urban trees

The evidence-based benefits of urban trees

Thermal comfort

Heat reduction

Urban trees reduce air temperature by 0.5 to 5.8°C depending on canopy density and climate type. Parks consistently register approximately 1°C lower than surrounding built-up areas.

Bowler D.E. et al. (2010). Confirmed across 128 studies: Yin X. et al. (2025).

Public health

Mortality risk

Urban heat islands are associated with a 45% median increase in mortality risk during heat extremes, and an estimated 489,000 heat-related deaths annually worldwide.

Huang W.T.K. et al. (2023). Nature Communications, 14, 7438.

Hydrology

Stormwater management

Tree canopies intercept 15–40% of rainfall, reducing peak runoff volumes and lowering flood risk in dense urban environments.

Xiao Q. & McPherson E.G. (2002). Urban Ecosystems, 6(4), 291–302.

Ecology

Biodiversity

Connected urban green corridors support pollinator populations, bird species richness, and local flora — contributing to EU Nature Restoration Law biodiversity targets.

Alvey A.A. (2006). Urban Forestry & Urban Greening, 5(4), 195–201.

Economics

Property values

Proximity to quality green space increases residential property values by 5 to 15%, generating additional local tax revenue.

Crompton J.L. (2005). Managing Leisure, 10(3), 137–164.

Social

Wellbeing

Green urban environments are associated with reduced stress, higher physical activity, and greater social cohesion — measurable improvements in quality of life.

Hartig T. et al. (2014). Annual Review of Public Health, 35, 207–228.

Our commitment

Financial performance and social impact as equal priorities

Financial performance and social impact as equal priorities

B Corp certification means our legal structure formally protects our social and climate mission as the company grows. Profit and purpose are co-equal objectives enshrined in our governance.

For municipalities and public institutions, working with a B Corp provides a verifiable signal that environmental commitments are structural — not marketing.

B Corp

Certification roadmap — 2026

Governance

Workers

Community

Environment

Customers

Transparency

“B Corps are businesses that meet the highest standards of verified performance, accountability, and transparency on factors from employee benefits and charitable giving to supply chain practices and input materials.” — B Lab, bcorporation.net

Our offer

What we deliver for your municipality

What we deliver for your municipality

A complete, turnkey pilot — whatever the size of your territory.

1

Full territory analysis

Every zone, every street, every neighbourhood analysed systematically in under 10 minutes.

2

3 personalised interactive maps

Ready to present at council meetings or embed on your municipality’s website.

Ready to make your municipality cooler?

Ready to make your municipality cooler?

Canopée AI can analyse any municipality in France, Europe, and worldwide. Contact us to discuss a pilot analysis.

Canopée AI can analyse any municipality in France, Europe, and worldwide. Contact us to discuss a pilot analysis.

Scientific references — IPCC AR6 WG II (2022): Climate Change: Impacts, Adaptation and Vulnerability, Ch. 6 | Rocha A.D. et al. (2024): Nature Cities | WRI (2026): New Global Platform Maps Urban Heat Risks Block by Block | C40 Cities (2025): AI-powered heat risk assessment | Bowler D.E. et al. (2010): Landscape and Urban Planning 97(3), 147–155 | Yin X. et al. (2025): Theoretical and Applied Climatology | Huang W.T.K. et al. (2023): Nature Communications 14, 7438 | Xiao Q. & McPherson E.G. (2002): Urban Ecosystems 6(4), 291–302 | Crompton J.L. (2005): Managing Leisure 10(3), 137–164 | Hartig T. et al. (2014): Annual Review of Public Health 35, 207–228

Scientific references — IPCC AR6 WG II (2022): Climate Change: Impacts, Adaptation and Vulnerability, Ch. 6 | Rocha A.D. et al. (2024): Nature Cities | WRI (2026): New Global Platform Maps Urban Heat Risks Block by Block | C40 Cities (2025): AI-powered heat risk assessment | Bowler D.E. et al. (2010): Landscape and Urban Planning 97(3), 147–155 | Yin X. et al. (2025): Theoretical and Applied Climatology | Huang W.T.K. et al. (2023): Nature Communications 14, 7438 | Xiao Q. & McPherson E.G. (2002): Urban Ecosystems 6(4), 291–302 | Crompton J.L. (2005): Managing Leisure 10(3), 137–164 | Hartig T. et al. (2014): Annual Review of Public Health 35, 207–228

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