Foncier Innovant: France's AI tool that spots your garden shed
French tax officials now use satellite images and AI to find sheds, verandas and pools missing from tax returns. The test phase alone turned up 140,000 undeclared pools.

If you own a house in France and put a garden shed up without telling anyone, the tax office may already have it on a map. The country's public finance directorate (DGFiP) is rolling out an AI mapping tool called "Foncier Innovant" to find buildings that never made it into property declarations.
The system compares aerial photos from the national geographic institute (IGN) with the land registry. Algorithms supplied by Capgemini and Esri France automate the comparison and flag swimming pools, verandas and garden sheds that don't appear in a taxpayer's file. According to the source material, it can detect millions of anomalies across the country.
How well does the French tax AI work?
During tests in nine departments, the tool found more than 140,000 undeclared pools. It is now being extended to the whole country. Each local tax directorate gets the data and can send correction notices to owners. Municipalities have reportedly collected 40 million euros in extra tax revenue so far.
What happens if your shed is not declared?
Owners who get flagged can face back payment of the taxes due, sometimes over several years, plus penalties for late or missing declarations. Two taxes are involved: the taxe d'aménagement, paid once when something is built, and the taxe foncière, charged every year based on the property's rental value in the land registry.
The rule itself is not new. A shed of 10 to 15 m² that could serve as an annex room needs a prior declaration of works at the town hall. Skipping that step was long tolerated because the administration lacked staff to check on the ground. Satellite images don't have that limit.
The practical upshot: if you built something in the garden and never declared it, regularising it yourself is likely cheaper than waiting for a letter.
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