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 nivoa autonomije farme
Kao nivoi autonomne vožnje koji su preoblikovali automobile — ali za objekat. Svaki nivo je korak ka jednom cilju: farmer postavlja metu — FCR na tovu svinja, preživljavanje u brojlerskom objektu, nosivost u objektu za nosilje — a farma pronalazi put. L1–2 je automatizacija koju već možete kupiti bilo gde — tajmeri, senzori, klima uređaji. L3 je tu gde živi DeepLoop: sistem koji čita same životinje, danima ispred ljudskog oka — skoro niko drugi ovo ne radi. L4–5 je pravac u kom idemo: farma koja se sama vodi, leči i poboljšava.
Objekat koji možete videti
Kamere i senzori koji oglase alarm kad brojka pređe liniju. Povezujemo se sa brendovima koje već koristite — tako da zadržavate hardver kojem već verujete, a mi nadograđujemo na njega.
Objekat koji reaguje
Automatizovana kontrola okruženja — ventilacija, klima, ishrana, voda i doziranje. Uobičajeno i široko rasprostranjeno; integrišemo se sa etabliranim partnerima za klimu i opremu umesto da to gradimo iznova.
Objekat koji uočava bolest
Odstupanja u težini, respiratorni hropci, hod kod hromosti i bihevioralni stres ispliva dana pre nego što ih ručna inspekcija uhvati — izbijanje grizenja repova uhvaćeno kod prvih pregrizenih repova, kljucanje perja uhvaćeno pre nego što se proširi kroz objekat za nosilje, respiratorni prelom uhvaćen pre nego što zahvati jato brojlera. To je niži mortalitet po turnusu i manje konfiskacija pri obračunu — razlika između dobrog i lošeg ciklusa. Ovo je deo koji niko drugi nije uspeo da reši.
Objekat koji obavlja poslove
Rutinski fizički rad — inspekcija, sakupljanje uginulih, čišćenje, dezinfekcija — obavljen bez potrebe za dodatnim radnicima. Pronalaženje dobrih radnika na farmi je već teško; na L4 prestajete da se borite za njih.
Objekat koji se sam vodi
Objekat neprekidno uči i sam postaje bolji i u odnosu na životinje i u odnosu na brojke. Svaki turnus ga nečemu nauči. Farmer postavlja metu — FCR, trošak po kg, donji prag dobrobiti — a farma pronalazi put.
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.