CollectiveCrunch

CollectiveCrunch Oy, based in Espoo, Finland, builds AI models on country-specific lidar and satellite data for forest decision-making. Its Linda product line covers inventory, bark beetle detection, biodiversity, scouting and storm damage. In October 2025 Tornator adopted its bark beetle early-warning product in Finland and Estonia. The storm damage product is described as a winner of the EUSPA CASSINI Challenge 2026.