Editor's note
What connects most of this week's stories is integration. Not new sensors or new models, but the work of stitching existing capabilities into workflows that actually run end to end. Kopparfors routing storm data from helicopter to ML model to drone to harvester. LumberScan plugging photogrammetry into Södra's log yard operations. Treemetrics wrapping two decades of measurement expertise into a conversational AI layer.
A year ago, most of these tools existed in isolation. The shift now is operational, companies are connecting them into chains where each output triggers the next step. That's where the real efficiency gains show up, and it's where the industry is accelerating fastest.
Axel
WHAT GOT ME THINKING
Global Forester and Kopparfors Skogar Turn Storm Damage Into a Workflow Blueprint
When Storm Johannes left 1.5 million cubic metres of timber on the ground across Kopparfors Skogar's holdings, the company responded with a five-step digital workflow. Helicopters provided the initial overview. A proprietary machine-learning model prioritised areas by severity. Global Forester's drone platform and API then delivered tract-level detail, enough to generate harvesting directives and dispatch machines to the most critical sites first. Daily AI-generated reports, pulling from Global Forester and other data sources, kept the operation current as conditions changed on the ground.
Axel's notes: This is one of the clearest examples I've seen of cutting-edge forestry tech applied under real pressure. Storm response has always demanded speed, but what Kopparfors demonstrated near Ockelbo is something more structured, a chain where each tool handles the task it's best suited for and feeds the next step.
That's the part worth paying attention to. No single tool solved the problem. Helicopters gave breadth. Machine learning gave priority. Drones gave precision. And AI-generated reporting tied it together into something actionable, day by day.
When I look at where smart forestry is heading, this is the pattern I find most convincing, not one platform that claims to do everything, but the right tools applied at the right scale, connected through data. Kopparfors and Global Forester showed what that looks like when the stakes are real.
The companies that build these kinds of composable workflows now will be far better positioned when the next storm hits. And in a changing climate, the next storm is never far away.
Treemetrics Launches Crann, an Agentic AI Platform for Forest Operations
Irish forestry technology company Treemetrics has announced Crann, its first agentic AI product built on two decades of domain knowledge in forest measurement, carbon accounting, and earth observation. The platform is designed to monitor forest health, flag disturbances, draft compliance documents, and guide foresters through regulatory workflows via conversational interfaces. Treemetrics describes it as a shift from providing data to providing operational intelligence, built on Anthropic's Claude. BTB readers may recall Treemetrics from #031, where the company featured as the monitoring partner behind Qarlbo Biodiversity's approved credit methodology. Crann suggests the company is now productising that expertise into a standalone AI layer for forest operations.
LumberScan and Södra Begin Collaboration on Digital Log Yard Inventory
Swedish startup LumberScan has entered a collaboration with Södra Cell Mörrum to develop the next generation of digital log yard inventory. The platform combines drone imagery, photogrammetry, and AI-based analysis to deliver more accurate volume data, faster workflows, and improved safety at the yard. Sara Ingves, Head of Control Systems & IT at Södra Cell Mörrum, described it as an important step toward combining innovative solutions with operational expertise. For LumberScan, landing one of Sweden's largest forest industry players as a partner is a significant commercial milestone.
Smart Forestry Market Projected to More Than Double by 2032
A market analysis aggregating data from The Business Research Company and Verified Market Reports estimates the global smart forestry market at roughly $1.5 billion in 2024, with a projected CAGR of 12.3% pushing it toward $3.76 billion by 2032. Key growth drivers include IoT-enabled forest monitoring, AI-powered inventory systems, drone-based surveying, and demand for transparent carbon and biodiversity reporting. The numbers suggest that the technologies featured regularly in this newsletter are moving from pilot projects to investable infrastructure.
Komatsu Demonstrates MaxiXT and Smart Forestry on a Tracked TimberPro Harvester
A video from Komatsu Forest shows the TimberPro TL745D tracked harvester running with Komatsu's MaxiXT system and C164 harvester head, bringing Smart Forestry data integration into a platform built for soft ground and steep terrain. The combination extends Komatsu's connected harvesting ecosystem beyond its own wheeled machines and into tracked carrier platforms, widening the operational envelope for precision forestry in challenging conditions.