Research Project · Infrastructure Architecture
WEPS — Wildfire Escalation Prevention System
A modular autonomous infrastructure for early wildfire containment — extending France's early-attack doctrine to address the one structural gap it cannot close alone: simultaneous ignitions outrunning a scarce, aging aerial fleet.
3
Key Lectures
In Prep
Technical Docs
Executive Overview
Section 01

France operates one of the most effective wildfire response doctrines in the world. Built around the principle of massed attack on nascent fires and delivered through the Guet Aérien Armé — pre-loaded aircraft patrolling high-risk zones before ignition — it stops between 95% and 97% of fire outbreaks before they exceed five hectares. This is not a system in need of correction. It is a system with a specific, quantifiable structural limit.

That limit is simultaneity. Heavy aerial assets — Canadair, Dash — are by nature scarce, expensive, and non-substitutable under time pressure. When multiple ignitions occur at once — an increasingly common scenario during dry lightning events and extreme heatwaves — prioritization becomes unavoidable, and it is precisely in that gap that the largest fires take hold: Ribaute, in the Corbières, in August 2025; the Landes and Gironde fire, one year later, which surpassed it.

Most fires are stopped before suppression resources are overwhelmed — except when several ignite at once. WEPS does not compete with France's aerial doctrine. It extends it, closing the coverage gap that scarce, expensive aircraft cannot close alone.

WEPS proposes a distributed, low-cost, always-on infrastructure layer — organized into four independently deployable modules, Detect / Contain / Network / Command — capable of maintaining continuous presence across at-risk terrain ahead of heavy aerial assets. Every layer of this architecture already exists as a validated precedent somewhere in the world today: AI-based detection (Pyronear, FireTracking, Dryad Networks), reconnaissance drones (the HEDRAF research program), and swarm-based containment (Zhuque, in commercial production in China since 2025). What does not yet exist is the architecture that assembles them into a single system, designed from the outset for the French regulatory and operational environment.

The research is structured as a three-part lecture cycle — Le Chaînon Manquant, Infrastructure de Confinement, and L'Économie de la Prévention — establishing the doctrinal, technical, and economic case in sequence. A full White Paper, developing the same argument into a complete technical and policy document, is currently in preparation.

Key Lectures
Section 02
Video Lecture · French
01. Le Chaînon Manquant
01
Why the French wildfire doctrine — one of the most effective in the world — still cannot close the gap left by simultaneous ignitions. Establishes the central thesis of the research program.
Delivered in French, with English subtitles.
Video Lecture · French
02. Infrastructure de Confinement
02
From detection to containment: assembling existing, independently validated technologies — detection, reconnaissance, swarm containment — into a single architecture, and stating its regulatory limits honestly.
Delivered in French, with English subtitles.
Video Lecture · French
03. L'Économie de la Prévention
03
Why prevention is chronically underfunded relative to suppression, and what an early-containment infrastructure would cost against the documented cost of major wildfires in France.
Delivered in French, with English subtitles.
Technical Documentation
Section 03
The full White Paper is currently in preparation. It develops the complete WEPS architecture — detection, reconnaissance, swarm containment, and human response — alongside a conceptual techno-economic assessment, an honest account of the system's regulatory and operational limits, and a phased deployment roadmap.
Innovation Venture
Section 04
WEPS Innovation Venture
From research to deployment
Alongside the research program, WEPS is being developed as an applied venture — covering the deployment roadmap, pilot partnerships, and investment case for turning this architecture into a fielded system. Full details are maintained on a dedicated venture page.
Intended Stakeholders
Section 05
Civil Security and Emergency Response Agencies
SDIS, Sécurité Civile, and DGSCGC — institutions responsible for wildfire response doctrine and aerial firefighting resource allocation
Forest Management and Environmental Bodies
ONF, DFCI structures, and regional forestry authorities responsible for prevention infrastructure and land management in at-risk massifs
Aviation and Drone Regulators
DGAC and EASA — bodies shaping the certification framework for autonomous drone operations under EU Regulation 2018/1139
Regional and Departmental Governments
Préfectures and Conseils régionaux in high-risk departments seeking pilot infrastructure for early wildfire containment
Insurance and Reinsurance Sector
France Assureurs, CCR, and insurers directly exposed to a wildfire risk that remains structurally under-documented in national catastrophe accounting
Wildfire Technology Developers and Research Partners
Detection, reconnaissance, and containment teams — Pyronear, FireTracking, HEDRAF, and comparable initiatives — as potential integration partners rather than competitors
Project History
Section 06
Stage Date Summary Documents Archive
Active 2026 — present Research program active. Three-part lecture cycle scripted and produced in French, with dedicated slide decks. White Paper in preparation. Public discussion phase underway through op-eds in French and European media.
Lecture cycle complete (FR) · White Paper in preparation · No public archive release yet
Lectures (FR) · Slides —