The log-yard reality: big piles, irregular logs, slow data
If you run a log yard, you know the pain points by heart: piles stacked fast, mixed lengths, odd spacing, bark and shadows everywhere. Manual scaling in those conditions is slow, tiring, and often inconsistent between crews. When you’re handling high-value assortments or tight production schedules, delays and disputes over cubic meters hit your KPIs directly. That’s why digital measurement is moving from “nice to have” to operational baseline.
A real field test in native quebracho colorado
A recent academic field trial at the Universidad Nacional de Formosa (Argentina) put Timbeter to work in one of the toughest scenarios: large, irregular log piles of quebracho colorado (Schinopsis balansae), a dense native hardwood used by tannin and timber companies.
What they measured and why
The research goal was simple and practical: test whether AI photo measurement could reliably capture diameters and volumes in native-species piles, and compare results to traditional methods. At the same time, students used Timbeter in real company yards (UNITAN and INDUNOR) to evaluate whether the tool fits everyday forestry workflows.
How Timbeter was implemented in the workflow
The team integrated Timbeter into a structured field plan. Students were trained, then measured piles and truck loads on site, with forestry engineers supervising. Data was processed in Timbeter’s dashboard, where measurements could be checked and corrected before export.
What changed vs. manual scaling
Instead of climbing over piles with tapes and calipers, students captured images and got diameter values for nearly the whole pile almost immediately. Less time on unstable stacks means fewer safety risks and more measurements per shift.
The dashboard let them review recognition results and adjust where needed, improving confidence in final volumes. They did request more flexible editing limits for certain piles — a useful reminder that irregular hardwood yards need robust correction options.
Perhaps the biggest operational win: Timbeter generated clean PDF/Excel datasets automatically. No paper sheets, no double entry, no “which notebook was that pile in?” Just a shareable inventory record ready for planning, billing, or audits.
Sustainability and traceability benefits
Accurate digital measurement reduces over- or under-counting, which cuts waste and helps you optimize transport loads. Better volume visibility also supports traceability for certification and ESG reporting — especially important when dealing with native species and sensitive supply chains.
See how faster log pile measurement works in your yard.
If this fieldwork reflects the challenges in your operation, Timbeter can help you measure log piles more accurately, reduce manual work, and keep clean digital records for daily decisions.
Book a free demo