The L1–L5 Levels of Farm Autonomy
The levels of farm autonomy are a five-level scale for livestock farming, modelled on the self-driving levels that reshaped cars. L1–L2 is the automation you can already buy — timers, sensors, climate controllers. L3 is a system that reads the animals themselves and acts on what it sees. L4–L5 is the farm that runs, heals and improves itself. The framework was defined by DeepLoop for pig, broiler and layer production.
Every level answers one question: how much of the daily loop — watch, understand, decide, act, learn — runs without a person in it. The farmer sets the target (FCR on the pig finisher, livability in the broiler house, lay rate in the layer shed); each level up, the farm finds more of the way itself. The scale below is the full framework.
Pet ravni avtonomije kmetije
Podobno kot ravni samovožnje, ki so preoblikovale avtomobile — le da za hlev. Vsaka raven je korak k enemu cilju: kmet določi cilj — FCR pri pitancu, preživetje v hlevu brojlerjev, nesnost v hlevu nesnic — kmetija pa najde pot. L1–2 je avtomatizacija, ki jo že danes kupite kjerkoli — časovniki, senzorji, klimatske omare. L3 je tam, kjer živi DeepLoop: sistem, ki bere živali same, dneve pred človeškim očesom — tega skoraj nihče drug ne zna. L4–5 je smer, kamor gremo: kmetija, ki sama teče, se zdravi in se izboljšuje.
Hlev, ki ga vidite
Kamere in senzorji, ki sprožijo alarm, ko številka prestopi mejo. Povežemo se z blagovnimi znamkami, ki jih že uporabljate — tako obdržite opremo, ki ji že zaupate, mi pa gradimo na njej.
Hlev, ki se odziva
Samodejno upravljanje okolja — prezračevanje, klima, krmljenje, voda in doziranje. Pogosto in široko uvedeno; raje se integriramo z uveljavljenimi partnerji za klimo in opremo, kot da to gradimo na novo.
Hlev, ki zazna bolezen
Odstopanja teže, dihalni hropci, šepava hoja in vedenjski stres se pokažejo dni prej, kot bi jih ujel ročni pregled — izbruh grizljanja repov, ujet ob prvih pregrizenih repih, kljuvanje perja, ujeto, preden se razširi po hlevu nesnic, dihalni izbruh, ujet, preden preteče skozi jato brojlerjev. To pomeni nižjo umrljivost na turnus in manj zavrnitev pri obračunu — razliko med dobrim in slabim ciklom. To je del, ki ga drugim še ni uspelo obvladati.
Hlev, ki opravi opravila
Rutinsko fizično delo — pregledovanje, pobiranje poginulih, čiščenje, razkuževanje — opravljeno brez dodatnih rok. Dobre kmetijske delavce je že zdaj težko najti; pri L4 vam jih ni več treba iskati.
Hlev, ki teče sam
Hlev se ves čas sam uči in postaja boljši tako pri živalih kot pri številkah. Vsak turnus ga nečesa nauči. Kmet določi cilj — FCR, strošek na kilogram, mejo dobrobiti — kmetija pa najde pot.
Who defined the levels of farm autonomy?
DeepLoop defined this L1–L5 framework for livestock production, modelled on the SAE levels of driving automation, to give producers a common language for how autonomous a barn actually is.
What level are most farms today?
Most commercial pig and poultry farms operate at L1–L2: timers, sensors and climate controllers that hold setpoints but don't read the animals. L3 systems — which understand the animals themselves — are where DeepLoop operates.
What is needed to move from L2 to L3?
Cameras and software that read the animals — count, weight, behaviour, distribution — plus the loop that turns detections into records and adjustments. No proprietary hardware: standard cameras carry the whole sensing layer.
Is L5 realistic?
L5 — the farm that runs, heals and improves itself — is a direction, not a shipping product. Each level below it delivers value on its own; the point of the scale is knowing where you are and what the next step buys you.