AROYA
AUTOMAIT Operations · 5 Days Back / 5 Days Forward

Burly Botanicals — AUTOMAIT Irrigation, Past 5 vs Next 5 DaysBurly Botanicals — Riego AUTOMAIT, 5 Días Atrás vs 5 Adelante

Facility-wide review of AROYA AUTOMAIT across both Flower East rooms — what the automation actually did over the last five days (Jul 12–16), and a guardrail-clamped, backtested forecast of the next five (Jul 17–21).Revisión de AUTOMAIT en ambas salas Flower East — lo que la automatización hizo los últimos cinco días (12–16 jul) y un pronóstico validado y acotado por guardarraíles para los próximos cinco (17–21 jul).
FacilityInstalaciónBurly Botanicals · ID 3920 RoomsSalasFlower East B (12404) · Flower East A (12403) Past windowVentana pasada2026-07-12 → 2026-07-16 · also 2026-07-11–15también 07-11–15 Forecast windowPronóstico2026-07-17 → 2026-07-21 History pulledHistoria2026-07-02 → 2026-07-16 (hourly) Data currentDatos alJul 16 2026 · 16:31 CDT SourceFuenteAROYA MCP analytics · no browser pull

TL;DR · The 25-Minute ReadTL;DR · Lectura Rápida

OPERATING AS INTENDED — and it just went facility-wideOPERANDO SEGÚN LO PREVISTO — y se expandió a toda la instalación

AUTOMAIT is steering hard and clean. Through Jul 15 it ran as a 4-zone pilot in Flower East B (Zones 1, 7, 8, 9); on Jul 16 it went facility-wide — all 12 FE-B zones plus all 10 live FE-A zones now irrigate on AUTOMAIT. Over the past five days the established pilot held a deep generative dryback of 30.4 absolute pp (peak ~76% → trough ~46%), with substrate pore-EC restacking 3.7 → 4.4 dS/m — ripening-style steering, and nearly identical to the last hand-steered zones (29.2 pp) right before they too were switched to AUTOMAIT. The low-VWC supplemental path (MIN_WC) fired 50 times to catch floor dips; the high-EC flush never fired (peak 7.0 vs the 10 dS/m ceiling). The next five days forecast a bulking-hold: dryback easing to ~28 pp, troughs recovering 49→51%, EC stacking gently to ~4.4. Grade: PASS. Watch Zone 1’s EC (7.0) and the just-onboarded zones settling in.AUTOMAIT maneja fuerte y limpio. Hasta el 15 jul fue un piloto de 4 zonas en Flower East B (Zonas 1, 7, 8, 9); el 16 jul se expandió a toda la instalación — las 12 zonas de FE-B más las 10 zonas activas de FE-A. El piloto mantuvo un dryback generativo de 30.4 pp absolutos (pico ~76% → valle ~46%), con EC del sustrato reacumulando 3.7 → 4.4 dS/m — casi idéntico a las últimas zonas manuales (29.2 pp). El refill por VWC bajo disparó 50 veces; el lavado por EC nunca (pico 7.0 vs techo 10). Pronóstico: dryback ~28 pp, EC ~4.4. Calificación: APROBADO.

Past-5 AUTOMAIT drybackDryback AUTOMAIT 5d
30.4 pp
absolute pp · generative/ripeningpp absolutos · generativo
Forecast dryback (Jul 21)Pronóstico dryback
28 pp
easing · bulking-holdsuavizando
AUTOMAIT vs manual drybackAUTOMAIT vs manual
30.5 / 29.2 pp
matches the hand it replacediguala la mano
Zones on AUTOMAIT nowZonas en AUTOMAIT
22
was 4 · facility-wide Jul 16era 4 · 16 jul
EC-flush headroomMargen lavado EC
7.0 / 10
peak vs ceiling · no flush firedpico vs techo · sin lavado
Forecast backtest gateValidación
PASS
median abs err <15% on last 5derror <15% en 5d

What AUTOMAIT Is Running · Rollout & GuardrailsQué Ejecuta AUTOMAIT · Despliegue y Guardarraíles

AUTOMAIT is AROYA’s gateway-resident autopilot: every 60 s it evaluates each zone and, when a rule fires, opens the zone’s sprinkler valve for a fixed shot. The rollout at Burly has moved fast:AUTOMAIT es el autopiloto residente del gateway de AROYA: cada 60 s evalúa cada zona y, al dispararse una regla, abre la válvula de la zona por un disparo fijo. El despliegue en Burly ha avanzado rápido:

WhenCuándoScope changeCambio de alcanceEvidenceEvidencia
≤ Jul 15Pilot: 4 FE-B zones on AUTOMAIT (Zones 1, 7, 8, 9)Piloto: 4 zonas FE-BOnly these zones logged automated events before Jul 16Solo estas zonas registraron eventos antes del 16
Jul 15 eve6 more FE-B schedules confirmed (Zones 4,5,6,10,11,12)6 horarios FE-B confirmadosSchedules confirmed 20:41 UTC; first fills next morningConfirmados 20:41 UTC
Jul 16Facility-wide: all 12 FE-B zones + all 10 live FE-A zonesToda la instalación: 12 FE-B + 10 FE-AFirst automated valve openings recorded on every portPrimeras aperturas en cada puerto

Live guardrails (per zone)Guardarraíles activos (por zona)

These are the thresholds the gateway checks every 60 s. minVwc 45% is the low-VWC supplemental-refill trigger (VWC_SUPPLEMENTAL_P2), not a hard clamp; maxEcpw 10 dS/m is the high-EC flush trigger (ECPW_SUPPLEMENTAL_P2, set on Zone 1 only); shot is 40-45 s per fill; cooldown is the 25-min minimum inter-shot interval. Photoperiod ~13h (lights-on 06:00-18:00 local).Umbrales que el gateway revisa cada 60 s. minVwc 45% dispara refill por VWC bajo; maxEcpw 10 dS/m dispara lavado (solo Zona 1); shot 40-45 s; cooldown 25 min. Fotoperiodo ~13h.

How AUTOMAIT Is Configured · The Slider & GuardrailsCómo Está Configurado AUTOMAIT · El Deslizador y los Guardarraíles

Pulled live from AROYA. Each AUTOMAIT schedule is one zone; zones with identical settings are grouped below under one slider with a pill per zone. The slider is AUTOMAIT’s single steering control: GEN 1 (most generative — deepest dryback, shortest maintenance) → GEN 5 (pivot) → VEG 6–10 (most vegetative — longest P2 maintenance, held wettest). It sets the P2 window length (steps = value−1, share = steps/9) and selects the gen/veg guardrail block the gateway runs.Extraído en vivo de AROYA. Cada horario AUTOMAIT es una zona; las zonas con ajustes idénticos se agrupan bajo un deslizador con una píldora por zona. El deslizador es el control de manejo: GEN 1 (más generativo) → GEN 5 (pivote) → VEG 6–10 (más vegetativo). Fija el largo de P2 y el bloque de guardarraíles.

Config anomalies detectedAnomalías de configuración detectadas

These values look mis-entered and should be corrected in the AUTOMAIT settings drawer:Estos valores parecen mal ingresados y deberían corregirse en el panel de AUTOMAIT:

  • Flower East B Zone 10: flush duration 52 min vs ~2 min on every other zone — a likely mis-entry; currently inert — this zone's EC-flush ceiling is off — but correct it to ~2 min BEFORE enabling maxEcpw, or the first high-EC event would run a 52-minute flood.
Flower East B VEG 8
Zone 1 · AUTOMAIT
Zone 1
Manage irrigation · GoalManejo de riego · MetaAUTO
GEN
8
VEG
GEN 15 · pivotVEG 10
minVwc floorpiso minVwc45%
EC-flush ceilingtecho EC10 dS/m
P1 fill shotdisparo P172s
P2 maint shotdisparo P254s
Cooldownenfriamiento25 min
Max waitespera máx120 min
Flush durationlavado3 min
P0 delayretraso P060 min
Drain goalmeta drenaje5%
Max-fill backstoptope de llenado210 min
Flower East B VEG 8
2 zones · AUTOMAIT
Zone 2Zone 3
Manage irrigation · GoalManejo de riego · MetaAUTO
GEN
8
VEG
GEN 15 · pivotVEG 10
minVwc floorpiso minVwc45%
EC-flush ceilingtecho ECoffapagado
P1 fill shotdisparo P166s
P2 maint shotdisparo P253s
Cooldownenfriamiento25 min
Max waitespera máx120 min
Flush durationlavado2 min
P0 delayretraso P060 min
Drain goalmeta drenaje5%
Max-fill backstoptope de llenado180 min
Flower East B VEG 7
3 zones · AUTOMAIT
Zone 4Zone 5Zone 6
Manage irrigation · GoalManejo de riego · MetaAUTO
GEN
7
VEG
GEN 15 · pivotVEG 10
minVwc floorpiso minVwc45%
EC-flush ceilingtecho ECoffapagado
P1 fill shotdisparo P153s
P2 maint shotdisparo P245s
Cooldownenfriamiento25 min
Max waitespera máx120 min
Flush durationlavado2 min
P0 delayretraso P060 min
Drain goalmeta drenaje5%
Max-fill backstoptope de llenado210 min
Flower East B VEG 7
Zone 7 · AUTOMAIT
Zone 7
Manage irrigation · GoalManejo de riego · MetaAUTO
GEN
7
VEG
GEN 15 · pivotVEG 10
minVwc floorpiso minVwc45%
EC-flush ceilingtecho ECoffapagado
P1 fill shotdisparo P166s
P2 maint shotdisparo P253s
Cooldownenfriamiento25 min
Max waitespera máx120 min
Flush durationlavado2 min
P0 delayretraso P060 min
Drain goalmeta drenaje5%
Max-fill backstoptope de llenado180 min
Flower East B VEG 7
2 zones · AUTOMAIT
Zone 8Zone 9
Manage irrigation · GoalManejo de riego · MetaAUTO
GEN
7
VEG
GEN 15 · pivotVEG 10
minVwc floorpiso minVwc45%
EC-flush ceilingtecho ECoffapagado
P1 fill shotdisparo P153s
P2 maint shotdisparo P245s
Cooldownenfriamiento25 min
Max waitespera máx120 min
Flush durationlavado2 min
P0 delayretraso P060 min
Drain goalmeta drenaje5%
Max-fill backstoptope de llenado180 min
Flower East B VEG 7check flushrevisar lavado
Zone 10 · AUTOMAIT
Zone 10
Manage irrigation · GoalManejo de riego · MetaAUTO
GEN
7
VEG
GEN 15 · pivotVEG 10
minVwc floorpiso minVwc45%
EC-flush ceilingtecho ECoffapagado
P1 fill shotdisparo P153s
P2 maint shotdisparo P253s
Cooldownenfriamiento25 min
Max waitespera máx90 min
Flush durationlavado52 min ⚠
P0 delayretraso P060 min
Drain goalmeta drenaje5%
Max-fill backstoptope de llenado210 min
Flower East B VEG 7
Zone 11 · AUTOMAIT
Zone 11
Manage irrigation · GoalManejo de riego · MetaAUTO
GEN
7
VEG
GEN 15 · pivotVEG 10
minVwc floorpiso minVwc45%
EC-flush ceilingtecho ECoffapagado
P1 fill shotdisparo P153s
P2 maint shotdisparo P253s
Cooldownenfriamiento25 min
Max waitespera máx120 min
Flush durationlavado2.5 min
P0 delayretraso P060 min
Drain goalmeta drenaje5%
Max-fill backstoptope de llenado210 min
Flower East B VEG 7
Zone 12 · AUTOMAIT
Zone 12
Manage irrigation · GoalManejo de riego · MetaAUTO
GEN
7
VEG
GEN 15 · pivotVEG 10
minVwc floorpiso minVwc45%
EC-flush ceilingtecho ECoffapagado
P1 fill shotdisparo P153s
P2 maint shotdisparo P253s
Cooldownenfriamiento25 min
Max waitespera máx120 min
Flush durationlavado2 min
P0 delayretraso P060 min
Drain goalmeta drenaje5%
Max-fill backstoptope de llenado210 min
Flower East A GEN 2
Zone 1 · AUTOMAIT
Zone 1
Manage irrigation · GoalManejo de riego · MetaAUTO
GEN
2
VEG
GEN 15 · pivotVEG 10
minVwc floorpiso minVwc40%
EC-flush ceilingtecho ECoffapagado
P1 fill shotdisparo P140s
P2 maint shotdisparo P245s
Cooldownenfriamiento25 min
Max waitespera máx95 min
Flush durationlavado2 min
P0 delayretraso P0120 min
Drain goalmeta drenaje5%
Max-fill backstoptope de llenado180 min
Flower East A GEN 2
2 zones · AUTOMAIT
Zone 2Zone 3
Manage irrigation · GoalManejo de riego · MetaAUTO
GEN
2
VEG
GEN 15 · pivotVEG 10
minVwc floorpiso minVwc40%
EC-flush ceilingtecho ECoffapagado
P1 fill shotdisparo P145s
P2 maint shotdisparo P245s
Cooldownenfriamiento25 min
Max waitespera máx95 min
Flush durationlavado2 min
P0 delayretraso P0120 min
Drain goalmeta drenaje5%
Max-fill backstoptope de llenado180 min
Flower East A GEN 2
9 zones · AUTOMAIT
Zone 4Zone 5Zone 6Zone 7Zone 8Zone 9Zone 10Zone 11Zone 12
Manage irrigation · GoalManejo de riego · MetaAUTO
GEN
2
VEG
GEN 15 · pivotVEG 10
minVwc floorpiso minVwc40%
EC-flush ceilingtecho ECoffapagado
P1 fill shotdisparo P140s
P2 maint shotdisparo P240s
Cooldownenfriamiento25 min
Max waitespera máx95 min
Flush durationlavado2 min
P0 delayretraso P0120 min
Drain goalmeta drenaje5%
Max-fill backstoptope de llenado180 min

Suggested changes for a better outcomeCambios sugeridos para un mejor resultado

GrowerCultivadorMatch the slider to the intent (Flower East B)Alinear el deslizador con la intención (FE-B)
FE-B is set to VEG 7–8 (hold-wet, maintenance-heavy) but the substrate is drying back ~30 pp — a generative/ripening result. Pick one: if you want that ripening dryback, drop the slider into GEN 3–4 so AUTOMAIT’s intent matches the outcome; if you truly want a wetter bulking hold, P2 isn’t keeping up — raise the minVwc trigger and/or shorten Max-wait so maintenance fires sooner.FE-B está en VEG 7–8 pero el sustrato hace dryback de ~30 pp (generativo). Elige: para ese dryback baja a GEN 3–4; para mantener húmedo, sube el disparo minVwc y/o acorta la espera máx.
GrowerCultivadorFix the Zone 10 flush duration — before enabling its EC ceilingCorregir el lavado de la Zona 10 — antes de activar su techo EC
FE-B Zone 10’s flush duration is 52 min vs ~2 min on every other zone — a fat-finger. It is currently inert: Zone 10’s EC-flush ceiling is off, so nothing is being dumped today. But set it back to ~2 min before turning on maxEcpw (next item) — otherwise the first high-EC event would run a 52-minute flood on that zone.El lavado de la Zona 10 de FE-B es de 52 min vs ~2 en las demás — un error de tecleo. Está inactivo (su techo EC está apagado), pero corrígelo a ~2 min antes de activar maxEcpw, o el primer evento de EC alta correría una inundación de 52 min.
GrowerCultivadorExtend EC-flush protection across Flower East BExtender la protección de lavado EC en FE-B
Only Zone 1 has an EC-flush ceiling (maxEcpw 10); the other FE-B zones have it off while substrate EC is stacking (up to ~5, Zone 1 to 7.0). Set a maxEcpw ceiling on the rest so a runaway stack self-flushes fleet-wide.Solo la Zona 1 tiene techo de lavado (maxEcpw 10); las demás FE-B lo tienen apagado mientras la EC se acumula. Fija un techo maxEcpw en el resto.
GrowerCultivadorFlower East A (GEN 2) — watch the floor, room to stackFlower East A (GEN 2) — vigila el piso
FE-A runs the most aggressive setting (GEN 2, minVwc 40%, 120-min P0 delay) on a younger, low-EC crop — a strong generative push. Troughs already dip to ~27–33%, so keep an eye on the floor. Substrate EC is only ~2 dS/m, so there’s wide headroom if you want to drive EC harder.FE-A corre lo más agresivo (GEN 2, minVwc 40%, P0 120 min) en un cultivo joven de EC baja. Los valles llegan a ~27–33%; vigila el piso. La EC ~2 dS/m deja mucho margen.

Changes are made in the AUTOMAIT settings drawer (save-on-blur) — the slider and each guardrail write to the schedule immediately.Los cambios se hacen en el panel de AUTOMAIT (guardado automático al salir del campo).

5 Days Past → 5 Days Future5 Días Pasados → 5 Futuros

The spine of this report. Solid lines are what AUTOMAIT actually produced in the established pilot cohort (FE-B Zones 1, 7, 8, 9) over Jul 12–16; dashed lines are the Jul 17–21 forecast — each metric extrapolated from its own recent trajectory and then clamped to what the live guardrails permit. We lead with overnight dryback in absolute pp, the most diagnostic steering number.El eje del informe. Líneas sólidas: lo que AUTOMAIT produjo en el piloto (FE-B Zonas 1, 7, 8, 9) del 12–16 jul; punteadas: pronóstico 17–21 jul, acotado por guardarraíles. Encabezamos con el dryback en pp absolutos.

Peak (field capacity), trough, dryback & substrate-EC · 5 actual + 5 forecastPico (capacidad), valle, dryback y EC · 5 reales + 5 pronóstico

Solid = observed (Jul 12–16); dashed = forecast (Jul 17–21); boundary at Jul 16. The gap between the peak (top) and trough (bottom) VWC lines is the dryback; 45% VWC floor marked.Sólido = observado; punteado = pronóstico. La brecha entre el pico (arriba) y el valle (abajo) es el dryback; piso VWC 45%.

Shots per zone/day · 5 actual + 5 forecastDisparos por zona/día · 5 + 5

The Jul 16 spike is the facility-wide expansion day (extra establishing fills). Forecast settles ~12/zone/day.El pico del 16 jul es el día de expansión. Pronóstico ~12/zona/día.

Past 5 vs Next 5 · the numbers5 Pasados vs 5 Futuros · los números

MetricMétrica Jul 12 Jul 13 Jul 14 Jul 15 Jul 16 Jul 17 Jul 18 Jul 19 Jul 20 Jul 21
Dryback ppDryback pp35.032.229.724.930.228.728.328.128.027.9
Trough %Valle %40.042.147.551.547.748.949.950.550.850.9
Peak %Pico %75.074.377.276.477.977.578.278.578.778.8
Substrate ECEC sustrato3.723.984.164.404.434.234.324.364.394.40
Shots/zoneDisparos/zona7.56.58.06.212.81112131313

Two window framings agree: rolling Jul 12–16 (dryback 30.4 pp, EC 3.72→4.43) and the gold-standard boundary Jul 11–15 (dryback 30.5 pp, EC 3.44→4.40) give the same read.Dos ventanas coinciden: 12–16 jul (dryback 30.4 pp) y 11–15 jul (dryback 30.5 pp).

The AUTOMAIT Decision Engine, In Action · P0/P1/P2/P3El Motor de Decisión AUTOMAIT · P0/P1/P2/P3

AUTOMAIT irrigates in the grower’s four-phase day. Its six decision paths (first to fire wins) map onto the phases and onto the backend reasons we can see in the event log:AUTOMAIT riega en las cuatro fases del día. Sus seis rutas de decisión (gana la primera que dispara) se mapean a las fases y a las razones del registro de eventos:

P0

P0 · ActivationP0 · Activación

Lights-on to first shot. The deep ~30 pp overnight dryback carries into P0 before FIRST_P1 fires — a generative activation.De luces-on al primer disparo; el dryback de ~30 pp entra en P0.

P1

P1 · Ramp-up (FILL)P1 · Rampa (FILL)

FIRST_P1 then ADDITIONAL_P1 refill each zone to field capacity (~76%) until the gateway detects first drainage. 97 FILL shots in the window.FIRST_P1 y ADDITIONAL_P1 rellenan a capacidad (~76%). 97 disparos FILL.

P2

P2 · Maintenance (MIN_WC / MAX_WAIT)P2 · Mantenimiento

Holds the setpoint: 50 MIN_WC low-VWC refills caught floor dips, 17 MAX_WAIT cadence shots. The EC flush never triggered.Mantiene el setpoint: 50 MIN_WC, 17 MAX_WAIT. El lavado por EC nunca disparó.

P3

P3 · Dry-downP3 · Secado

Last shot to next lights-on — the primary steering lever. The ~30 pp dryback is deep and controlled: ripening-style generative steering.Último disparo a luces-on. Dryback ~30 pp: manejo generativo de maduración.

Shots per zone/day & daily runoff % (FE-B)Disparos por zona/día y % de drenaje (FE-B)

Runoff climbed to ~34% on Jul 16 as the eight new zones took their establishing P1 fills.El drenaje subió a ~34% el 16 jul por los llenados P1 de las ocho zonas nuevas.

Guardrail Adherence GradeCalificación de Guardarraíles

PASS — the low-VWC path is doing its job; EC flush headroom is wideAPROBADO

This cohort is steered deep — overnight troughs touch and briefly cross the 45% minVwc line on the hardest-run zones (Zone 7 reached 33.5%). That is not a failure: each dip is exactly what VWC_SUPPLEMENTAL_P2 exists for, and it re-triggered 50 low-VWC refills to lift the zone back up. Substrate EC peaked at 7.0 dS/m against a 10 dS/m flush ceiling, so the EC flush never fired.Cohorte manejado profundo — los valles tocan la línea de 45% en las zonas más exigidas (Zona 7 llegó a 33.5%). No es una falla: VWC_SUPPLEMENTAL_P2 disparó 50 refills. La EC pico 7.0 vs techo 10.

Deepest trough (min)Valle más bajo
33.5%
Zone 7 · below the 45% floor → refilledZona 7 · bajo el piso → refill
Low-VWC refills firedRefills VWC bajo
50
MIN_WC supplemental · floor protectionMIN_WC · protección del piso
EC vs flush ceilingEC vs techo
7.0 / 10
no flush fired all windowsin lavado

Per-Zone Deep Dive · Flower East BDetalle por Zona · Flower East B

Click a zone to view it; toggle Compare to overlay. Pilot zones (1, 7, 8, 9) show the full 14-day history; the other eight came onto AUTOMAIT on Jul 16 (their pre-Jul-16 curve reflects the prior manual/schedule control).Haz clic en una zona; Comparar para superponer. Las zonas piloto (1, 7, 8, 9) muestran 14 días; las otras ocho entraron el 16 jul.

Substrate VWC · trough & peak vs the 45% floorVWC · valle y pico vs piso 45%

Overnight dryback (absolute pp)Dryback nocturno (pp absolutos)

Bulking 12–18 pp; ripening 25–35 pp. This cohort sits in the ripening band.Engorde 12–18 pp; maduración 25–35 pp.

Substrate pore-EC (dS/m)EC del sustrato (dS/m)

Per-zone table · past 5 days (Jul 12–16)Tabla por zona · 5 días

ZoneZonaControlControlPeak %Trough %Min trough %Dryback ppEC startEC endEC maxGradeGrado
Zone 1AUTOMAIT78.844.642.034.24.495.077.01WATCH
Zone 2AUTOMAIT · Jul 1674.446.141.828.33.834.084.79WATCH
Zone 3AUTOMAIT · Jul 1677.048.244.128.83.534.424.90PASS
Zone 4AUTOMAIT · Jul 1676.050.548.125.53.754.365.11PASS
Zone 5AUTOMAIT · Jul 1676.953.051.323.93.364.184.44PASS
Zone 6AUTOMAIT · Jul 1676.651.048.225.63.353.814.22PASS
Zone 7AUTOMAIT74.941.633.533.33.664.585.44WATCH
Zone 8AUTOMAIT76.349.843.326.53.524.334.78WATCH
Zone 9AUTOMAIT74.647.141.427.63.213.734.20WATCH
Zone 10AUTOMAIT · Jul 1676.444.837.731.63.263.764.14WATCH
Zone 11AUTOMAIT · Jul 1676.248.742.527.53.804.515.30WATCH
Zone 12AUTOMAIT · Jul 1676.247.944.428.33.363.834.54PASS

All 12 FE-B zones · daily substrate pore-EC12 zonas FE-B · EC diaria

Convergent stack into ripening; every zone far below the 10 dS/m flush ceiling.Acumulación hacia maduración; todas bajo 10 dS/m.

Climate · VPD, Temp, RH, CO₂ (lights-on / off)Clima

Climate is stable and supports the generative posture: lights-on VPD ~1.1–1.2 kPa, air temp ~74–76°F with a mild negative DIF, RH ~60–62%, CO₂ ~1280–1440 ppm lights-on. Nothing here fights the irrigation strategy.Clima estable y favorable: VPD luces-on ~1.1–1.2 kPa, temp ~74–76°F, HR ~60–62%, CO₂ ~1280–1440 ppm.

VPD (kPa)VPD (kPa)

Air temp (°F)Temp (°F)

Relative humidity (%)Humedad (%)

CO₂ (ppm)CO₂ (ppm)

Flower East A · Onboarded to AUTOMAIT TodayFlower East A · Incorporada Hoy

Day 1 — provisional, not yet a trendDía 1 — provisional

Flower East A’s 10 live zones came onto AUTOMAIT on Jul 16 and so far show P1 fills only (~5 shots/zone; no P2 maintenance yet — that begins once the gateway confirms first drainage). It is a lower-EC, earlier/more-vegetative crop: substrate pore-EC ~2.1–2.4 dS/m, a huge margin under the 10 dS/m flush ceiling. Its pre-AUTOMAIT drybacks were deep and erratic (22–37 pp). A real 5-day forecast needs a few days of AUTOMAIT history; treat the outlook as provisional.Las 10 zonas activas de FE-A entraron el 16 jul y por ahora muestran solo llenados P1 (~5 disparos/zona; sin P2 aún). Cultivo de EC baja y más vegetativo: EC ~2.1–2.4 dS/m. Pronóstico provisional.

FE-A group dryback (pp) & substrate-EC (dS/m) · Jul 12–16FE-A dryback y EC · 12–16 jul

EC is far lower than FE-B — an earlier crop with wide flush headroom.EC mucho más baja que FE-B.

Forecast Method & BacktestMétodo de Pronóstico y Validación

Method: trajectory-continuation clamped by AUTOMAIT guardrails. Each metric is extrapolated from its last-few-day trend (damped) and clamped to what the live gateway permits (minVwc 45% floor, maxEcpw 10, 40-45s shots, 25-min cooldown). We backtested by predicting the last five observed days and comparing to actuals; median absolute % error below.Método: continuación de trayectoria acotada por guardarraíles. Error absoluto mediano abajo.

Dryback median abs % errorError dryback11.9%
Substrate-EC median abs % errorError EC9.1%
Trough median abs % errorError valle6.8%
Backtest gateCompuertaPASS (threshold <15%)

What would change this forecastQué cambiaría el pronóstico

Data Quality & AssumptionsCalidad de Datos y Supuestos

ItemÍtemStatus / noteEstado / nota
Cohort asymmetryAsimetríaThe rigorous 5v5 is the established pilot (FE-B Zones 1,7,8,9), which has full history. The 18 zones added Jul 16 have ~1 day of AUTOMAIT history — shown as actuals, not forecast individually.El 5v5 riguroso es el piloto; las 18 zonas nuevas tienen ~1 día.
Dryback methodMétodo drybackAbsolute pp = daily peak VWC − daily overnight-trough VWC, per zone per local day. Never a proportion of field capacity.pp absolutos = pico − valle diario.
Control classificationClasificaciónA zone is AUTOMAIT when it logged automated events (measured), not by config alone.Por eventos medidos, no solo configuración.
RunoffDrenajeRunoff % = daily drain ÷ drip volume from DFI sensors (room total). Controller port openings confirm valve actuation, not delivered volume.Drenaje = drenaje ÷ goteo (DFI).
GuardrailsGuardarraílesminVwc/maxEcpw/shot/cooldown as of the Jul 15 confirmed schedules; thresholds are slow-moving. Shot counts/reasons are from the live Jul 11–16 event log.Guardarraíles al 15 jul; conteos del registro 11–16 jul.
PhaseFaseSteering phase inferred physiologically (deep dryback + EC restack = ripening-style), not read from the harvest-group roster.Fase inferida fisiológicamente.
CoverageCoberturaVWC + pore-EC present on all zones for the window; Jul 16 is a partial day (data to 16:31 local).Cobertura completa; 16 jul parcial.

MethodsMétodos

All numbers are computed from AROYA MCP analytics pulls for facility 3920 (rooms 12403/12404), reduced to daily per-zone peak/trough/overnight-dryback and daily substrate pore-EC, plus the automated-irrigation event log and DFI drip/drain volumes, in facility-local time (America/Chicago). AUTOMAIT behavior is described against the live gateway decision path (evaluated every 60 s): P1 fills (FIRST_P1, ADDITIONAL_P1) win while P1-eligible; in P2 the priority is ECPW_SUPPLEMENTAL_P2 (high-EC flush) > VWC_SUPPLEMENTAL_P2 (low-VWC refill, MIN_WC) > MAX_WAIT_P2 > REFILL_THRESHOLD_P2 (maintenance to the learned WC setpoint). Crop-steering target bands are sourced from the AROYA / Grodan / Athena / Growlink irrigation-strategy reference: bulking dryback 12–18 pp, ripening 25–35 pp.Todo se calcula de extracciones AROYA MCP (instalación 3920, salas 12403/12404), reducido a pico/valle/dryback y EC diarios por zona, más el registro de eventos y volúmenes DFI, en hora local. Objetivos: engorde 12–18 pp, maduración 25–35 pp.