AROYA · 2-Week Facility Audit · Cultivation IntelligenceAROYA · Auditoría 2 Semanas · Inteligencia de Cultivo

Jushi · Sparks NV · Irrigation, Climate & FeedingJushi · Sparks NV · Riego, Clima y Fertilización

2-week deep dive across 10 flower rooms · 34 active harvest groups · first-touch audit (no prior consult on record)Deep dive de 2 semanas en 10 salas de flor · 34 grupos de cosecha activos · auditoría de primer contacto

FacilityInstalaciónJushi · Sparks NV (ID 4191) WindowVentana2026-05-01 → 2026-05-15 (15 days) RoomsSalas10 flower (F 1-1 → F 2-6) Harvest groupsGrupos cosecha34 active SubstrateSustratoCoco 2-gal (SOILLESS) LightingIluminación12/12 flower · 18/6 veg (assumed) SourceFuenteAROYA public_api + SPA · facility 4191 Report dateFecha informe2026-05-16

Headline FindingsHallazgos Principales

Rooms in dryback bandSalas en banda dryback

6 / 10

4 outside · 0 no data4 fuera · 0 sin datos

Weak / negative EC stackPila CE débil / negativa

5 / 10

1 negative · 4 flat (< +1.0 mS)1 negativa · 4 plana (< +1.0 mS)

Runoff anomaliesAnomalías de runoff

2 runs >50% · 1 runs ≈0%2 runs >50% · 1 runs ≈0%

Rooms below pore_EC targetSalas bajo objetivo pore_EC

6 in band · stretch & bulking dominant6 en banda · estiramiento y engorde dominantes

Data coverageCobertura de datos

100%

All 10 flower rooms producing substrate + climate data10 salas de flor con datos sustrato + clima

Active harvest groupsGrupos de cosecha activos

across 10 flower rooms · windows overlap auditen 10 salas de flor

The Lead — what the 15 days tell usLa Lectura — lo que dicen los 15 días

10-room facility, 15-day audit (May 1 – May 15, 2026). This is a first-touch audit — no prior consult is on record for Sparks. The data shows two strong signals: (1) 5 of 10 flower rooms have a weak or negative EC stack (drain EC ≤ drip + 1.0 mS), meaning the substrate is not concentrating salts the way generative bulking demands; (2) 4 of 10 rooms have overnight relative dryback outside their phase target, with two stretch rooms running too dry and three bulking rooms running too wet. On the upside, every flower room is producing 12–15 days of clean substrate data, and the bulking rooms in Building 1 are within their pore_EC band. Recommendations focus on EC-stacking discipline (Owner-level) and per-phase shot tuning (Grower-level).Auditoría de 10 salas, 15 días (1–15 mayo 2026). Primer contacto — sin consultas previas registradas para Sparks. Dos señales fuertes: (1) 5 de 10 salas de flor tienen pila CE débil o negativa (drain EC ≤ drip + 1.0 mS); el sustrato no está concentrando como exige el engorde generativo; (2) 4 de 10 salas tienen dryback nocturno fuera del objetivo por fase: dos salas de estiramiento muy secas, tres de engorde muy húmedas. Lado positivo: 12–15 días de datos limpios de sustrato por sala; las salas de engorde del Edificio 1 dentro del objetivo pore_EC. Recomendaciones: disciplina de apilamiento CE (Propietario) y ajuste de shots por fase (Cultivador).

Prior-Commitment AuditAuditoría de Compromisos Previos

No prior consult on record — first-touch auditSin consulta previa registrada — auditoría de primer contacto

Cian's brain (claude-brain, 10-ClientWiki, 03-Clients, 04-Projects, Daily Notes) was searched for jushi, sparks, sparks nv, jushi nv, and facility 4191. Results: empty wiki stub at 10-ClientWiki/jushi.md, references to Jushi-MA's CCMS Modbus integration (a different facility), and this audit's own artifacts. No iMessage / Slack / Notion / Granola transcripts indexed for Sparks. All recommendations in this report are first-touch, not follow-ups to prior commitments.Se buscó en el cerebro de Cian (claude-brain, 10-ClientWiki, 03-Clients, 04-Projects, Daily Notes) los términos jushi, sparks, sparks nv, jushi nv, y facility 4191. Resultados: stub vacío en 10-ClientWiki/jushi.md, referencias a la integración Modbus CCMS de Jushi-MA (otra facilidad), y los propios artefactos de esta auditoría. No hay transcripciones iMessage / Slack / Notion / Granola indexadas para Sparks. Todas las recomendaciones de este informe son de primer contacto, no seguimientos.

If a prior consult exists outside the indexed brain (e.g. a deck or Granola transcript that wasn't synced), share it and the next-cycle audit will reframe Section 2 as an explicit commitment-tracker.Si existe una consulta previa fuera del cerebro indexado (presentación o Granola no sincronizado), compártela y la próxima auditoría replanteará la Sección 2 como rastreador explícito de compromisos.

Per-Room Deep Dive · Select & CompareAnálisis por Sala · Selecciona y Compara

Click a room chip to view its 15-day trajectory. Hold Shift or click "Compare mode" to overlay multiple rooms. Target bands shade automatically based on the selected room's current phase.Haz clic en un chip para ver la trayectoria de 15 días. Mantén Shift o "Modo comparar" para superponer varias salas. Las bandas objetivo se sombrean automáticamente por la fase actual.

Substrate EC · pore_ec daily meanCE en sustrato · pore_ec media diaria

Overnight relative dryback % · dailyDryback relativo nocturno % · diario

VPD lights-on vs lights-off · dailyVPD luces-on vs luces-off · diario

Air temp lights-on vs lights-off · dailyTemp. aire luces-on vs luces-off · diario

Phase Biophysics & Irrigation InputsBiofísica y Entradas de Riego por Fase

For each room and current phase: drip volume, drain volume, drip/drain EC, runoff ratio, EC stack delta, daily FC and VWC floor averages, evapotranspiration rate (% VWC loss per hour during dryback), CO₂, VPD-stress hours, day-night temperature differential (DIF), and substrate temperatures. All numbers are 15-day zone-aggregate stats across 2026-05-01 → 2026-05-15. Target bands are phase-specific. Feed pH (5.6–5.8) and runoff pH (5.8–6.2) targets are listed but AROYA does not capture pH — those require lab/probe verification.Para cada sala y fase actual: volumen drip, volumen drain, CE drip/drain, ratio runoff, delta pila CE, FC diaria, piso VWC, tasa de evapotranspiración, CO₂, horas de estrés VPD, DIF, y temperaturas de sustrato. Todos los números son agregados de 15 días en 2026-05-01 → 2026-05-15. pH manual / laboratorio.

F 1-1 · Vegetative (Transition / Veg) · 6 HG

Veg room, 15d coverage. Overnight relative dryback 13.5% (in band vs 5–15% target). ET rate 0.73 %/hr (in band 0.4–1.0). Drip-drain: drip 2.79 mS / drain 5.75 mS / runoff 6.9%, EC stack Δ +2.96 mS. Substrate pore_EC 4.63 mS (above band vs 2.5–3.5 target).Sala Vegetativa, 15d cobertura. Dryback nocturno 13.5% (en banda vs 5–15%). ET 0.73 %/hr (en banda 0.4–1.0). Drip-drain: drip 2.79 mS / drain 5.75 mS / runoff 6.9%, Δ pila CE +2.96 mS. CE sustrato 4.63 mS (sobre banda vs 2.5–3.5).

DRIP-DRAIN · 15-day zone aggregate · 2026-05-01 → 2026-05-15DRIP-DRAIN · agregado 15 días

Metric	Observed	Target (Vegetative (Transition / Veg))	Status
Drip volume (DFI)Volumen drip (DFI)	3569 mL	—	raw input
Drain volume (DFI_drain)Volumen drain (DFI_drain)	247 mL	—	raw output
Drain / drip ratio (runoff %)Ratio drain / drip	6.9%	10–20%	below target
Drip EC (feed)CE drip (fertilización)	2.79 mS	2.0–2.8 mS	in band
Drain EC (runoff)CE drain (runoff)	5.75 mS	3.0–4.5 mS	above target
Substrate EC (pore_ec)CE sustrato (pore_ec)	4.63 mS	3.0–4.5 mS	between drip & drain
EC stack Δ (drain − drip)Δ pila CE	+2.96 mS	+1.0 to +5.0 mS	+2.96 mS healthy stack
Feed pH targetObjetivo pH fert.	not in AROYA	5.6–5.8	manual / lab
Runoff pH targetObjetivo pH runoff	not in AROYA	5.8–6.2	manual / lab

PER-PHASE BIOPHYSICS · Vegetative (Transition / Veg) · 15dBIOFÍSICA POR FASE · Vegetativo (Transición / Veg) · 15d

Phase	FC daily mean	Floor daily mean	ET rate (%/hr dryback)	DLI (mol/m²/d)	VPD-stress hrs/d	DIF (°F)	CO₂ lights-on (ppm)	VPD lights-on (kPa)	Soil temp on / off (°F)
Vegetative (Transition / Veg) (15d)	65.0%	56.2%	0.73 %/hr	PAR sensor n/a	0.2h	0.35°F	1538	1.13 ±0.060	73.4 / 72.6

CURRENT PHASE TARGETS · Vegetative (Transition / Veg)OBJETIVOS DE FASE ACTUAL · Vegetativo (Transición / Veg)

Feed/Drip EC: 2.0–2.8 mS Drain EC: 3.0–4.5 mS Feed pH: 5.6–5.8 Runoff pH: 5.8–6.2 Runoff %: 10–20% Dryback: 5–15% VPD lights-on: 0.8–1.1 kPa DIF: 1–3°F DLI: 25–35 mol/m²/d ET rate target: 0.4–1.0 %/hr

F 1-2 · Bulking · generative bulking · 3 HG

Bulking room, 15d coverage. Overnight relative dryback 16.8% (in band vs 12–22% target). ET rate 0.91 %/hr (below 1.4–2.2). Drip-drain: drip 2.29 mS / drain 4.28 mS / runoff 10.9%, EC stack Δ +1.99 mS. Substrate pore_EC 4.37 mS (in band vs 3.5–5.0 target).Sala Engorde, 15d cobertura. Dryback nocturno 16.8% (en banda vs 12–22%). ET 0.91 %/hr (bajo 1.4–2.2). Drip-drain: drip 2.29 mS / drain 4.28 mS / runoff 10.9%, Δ pila CE +1.99 mS. CE sustrato 4.37 mS (en banda vs 3.5–5.0).

DRIP-DRAIN · 15-day zone aggregate · 2026-05-01 → 2026-05-15DRIP-DRAIN · agregado 15 días

Metric	Observed	Target (Bulking · generative bulking)	Status
Drip volume (DFI)Volumen drip (DFI)	7011 mL	—	raw input
Drain volume (DFI_drain)Volumen drain (DFI_drain)	766 mL	—	raw output
Drain / drip ratio (runoff %)Ratio drain / drip	10.9%	20–30%	below target
Drip EC (feed)CE drip (fertilización)	2.29 mS	2.5–3.0 mS	below target
Drain EC (runoff)CE drain (runoff)	4.28 mS	4.0–6.0 mS	in band
Substrate EC (pore_ec)CE sustrato (pore_ec)	4.37 mS	4.0–6.0 mS	between drip & drain
EC stack Δ (drain − drip)Δ pila CE	+1.99 mS	+1.0 to +5.0 mS	+1.99 mS healthy stack
Feed pH targetObjetivo pH fert.	not in AROYA	5.6–5.8	manual / lab
Runoff pH targetObjetivo pH runoff	not in AROYA	5.8–6.2	manual / lab

PER-PHASE BIOPHYSICS · Bulking · generative bulking · 15dBIOFÍSICA POR FASE · Engorde · bulking generativo · 15d

Phase	FC daily mean	Floor daily mean	ET rate (%/hr dryback)	DLI (mol/m²/d)	VPD-stress hrs/d	DIF (°F)	CO₂ lights-on (ppm)	VPD lights-on (kPa)	Soil temp on / off (°F)
Bulking · generative bulking (15d)	65.1%	54.2%	0.91 %/hr	PAR sensor n/a	4.3h	-0.39°F	1867	1.30 ±0.120	77.2 / 77.0

CURRENT PHASE TARGETS · Bulking · generative bulkingOBJETIVOS DE FASE ACTUAL · Engorde · bulking generativo

Feed/Drip EC: 2.5–3.0 mS Drain EC: 4.0–6.0 mS Feed pH: 5.6–5.8 Runoff pH: 5.8–6.2 Runoff %: 20–30% Dryback: 12–22% VPD lights-on: 1.1–1.4 kPa DIF: 2–4°F DLI: 38–48 mol/m²/d ET rate target: 1.4–2.2 %/hr

F 1-3 · Bulking · generative bulking · 2 HG

Bulking room, 15d coverage. Overnight relative dryback 7.6% (below band vs 12–22% target). ET rate 0.44 %/hr (below 1.4–2.2). Drip-drain: drip 2.59 mS / drain 3.50 mS / runoff 1.2%, EC stack Δ +0.91 mS. Substrate pore_EC 3.56 mS (in band vs 3.5–5.0 target).Sala Engorde, 15d cobertura. Dryback nocturno 7.6% (bajo banda vs 12–22%). ET 0.44 %/hr (bajo 1.4–2.2). Drip-drain: drip 2.59 mS / drain 3.50 mS / runoff 1.2%, Δ pila CE +0.91 mS. CE sustrato 3.56 mS (en banda vs 3.5–5.0).

DRIP-DRAIN · 15-day zone aggregate · 2026-05-01 → 2026-05-15DRIP-DRAIN · agregado 15 días

Metric	Observed	Target (Bulking · generative bulking)	Status
Drip volume (DFI)Volumen drip (DFI)	3958 mL	—	raw input
Drain volume (DFI_drain)Volumen drain (DFI_drain)	48 mL	—	raw output
Drain / drip ratio (runoff %)Ratio drain / drip	1.2%	20–30%	below target
Drip EC (feed)CE drip (fertilización)	2.59 mS	2.5–3.0 mS	in band
Drain EC (runoff)CE drain (runoff)	3.50 mS	4.0–6.0 mS	below target
Substrate EC (pore_ec)CE sustrato (pore_ec)	3.56 mS	4.0–6.0 mS	between drip & drain
EC stack Δ (drain − drip)Δ pila CE	+0.91 mS	+1.0 to +5.0 mS	+0.91 mS weak stack
Feed pH targetObjetivo pH fert.	not in AROYA	5.6–5.8	manual / lab
Runoff pH targetObjetivo pH runoff	not in AROYA	5.8–6.2	manual / lab

PER-PHASE BIOPHYSICS · Bulking · generative bulking · 15dBIOFÍSICA POR FASE · Engorde · bulking generativo · 15d

Phase	FC daily mean	Floor daily mean	ET rate (%/hr dryback)	DLI (mol/m²/d)	VPD-stress hrs/d	DIF (°F)	CO₂ lights-on (ppm)	VPD lights-on (kPa)	Soil temp on / off (°F)
Bulking · generative bulking (15d)	70.6%	65.3%	0.44 %/hr	PAR sensor n/a	0.0h	0.01°F	1300	0.70 ±0.200	79.1 / 79.8

CURRENT PHASE TARGETS · Bulking · generative bulkingOBJETIVOS DE FASE ACTUAL · Engorde · bulking generativo

F 1-4 · Stretch (early flower) · 6 HG

Stretch room, 12d coverage. Overnight relative dryback 19.3% (below band vs 20–30% target). ET rate 1.27 %/hr (in band 1.0–1.8). Drip-drain: drip 2.13 mS / drain 2.92 mS / runoff 16.1%, EC stack Δ +0.79 mS. Substrate pore_EC 3.10 mS (in band vs 3.0–4.5 target).Sala Estiramiento, 12d cobertura. Dryback nocturno 19.3% (bajo banda vs 20–30%). ET 1.27 %/hr (en banda 1.0–1.8). Drip-drain: drip 2.13 mS / drain 2.92 mS / runoff 16.1%, Δ pila CE +0.79 mS. CE sustrato 3.10 mS (en banda vs 3.0–4.5).

DRIP-DRAIN · 15-day zone aggregate · 2026-05-01 → 2026-05-15DRIP-DRAIN · agregado 15 días

Metric	Observed	Target (Stretch (early flower))	Status
Drip volume (DFI)Volumen drip (DFI)	2710 mL	—	raw input
Drain volume (DFI_drain)Volumen drain (DFI_drain)	437 mL	—	raw output
Drain / drip ratio (runoff %)Ratio drain / drip	16.1%	15–25%	in band
Drip EC (feed)CE drip (fertilización)	2.13 mS	2.5–3.0 mS	below target
Drain EC (runoff)CE drain (runoff)	2.92 mS	5.0–8.0 mS	below target
Substrate EC (pore_ec)CE sustrato (pore_ec)	3.10 mS	5.0–8.0 mS	between drip & drain
EC stack Δ (drain − drip)Δ pila CE	+0.79 mS	+1.0 to +5.0 mS	+0.79 mS weak stack
Feed pH targetObjetivo pH fert.	not in AROYA	5.6–5.8	manual / lab
Runoff pH targetObjetivo pH runoff	not in AROYA	5.8–6.2	manual / lab

PER-PHASE BIOPHYSICS · Stretch (early flower) · 12dBIOFÍSICA POR FASE · Estiramiento (flor temprana) · 12d

Phase	FC daily mean	Floor daily mean	ET rate (%/hr dryback)	DLI (mol/m²/d)	VPD-stress hrs/d	DIF (°F)	CO₂ lights-on (ppm)	VPD lights-on (kPa)	Soil temp on / off (°F)
Stretch (early flower) (12d)	82.1%	66.9%	1.27 %/hr	PAR sensor n/a	1.6h	-0.91°F	1372	1.24 ±0.110	76.0 / 77.6

CURRENT PHASE TARGETS · Stretch (early flower)OBJETIVOS DE FASE ACTUAL · Estiramiento (flor temprana)

Feed/Drip EC: 2.5–3.0 mS Drain EC: 5.0–8.0 mS Feed pH: 5.6–5.8 Runoff pH: 5.8–6.2 Runoff %: 15–25% Dryback: 20–30% VPD lights-on: 1.0–1.3 kPa DIF: 2–4°F DLI: 28–38 mol/m²/d ET rate target: 1.0–1.8 %/hr

F 2-1 · Bulking · generative bulking · 3 HG

Bulking room, 15d coverage. Overnight relative dryback 18.5% (in band vs 12–22% target). ET rate 0.91 %/hr (below 1.4–2.2). Drip-drain: drip 2.77 mS / drain 3.60 mS / runoff 60.6%, EC stack Δ +0.83 mS. Substrate pore_EC 5.49 mS (above band vs 3.5–5.0 target).Sala Engorde, 15d cobertura. Dryback nocturno 18.5% (en banda vs 12–22%). ET 0.91 %/hr (bajo 1.4–2.2). Drip-drain: drip 2.77 mS / drain 3.60 mS / runoff 60.6%, Δ pila CE +0.83 mS. CE sustrato 5.49 mS (sobre banda vs 3.5–5.0).

DRIP-DRAIN · 15-day zone aggregate · 2026-05-01 → 2026-05-15DRIP-DRAIN · agregado 15 días

Metric	Observed	Target (Bulking · generative bulking)	Status
Drip volume (DFI)Volumen drip (DFI)	3100 mL	—	raw input
Drain volume (DFI_drain)Volumen drain (DFI_drain)	1877 mL	—	raw output
Drain / drip ratio (runoff %)Ratio drain / drip	60.6%	20–30%	above target
Drip EC (feed)CE drip (fertilización)	2.77 mS	2.5–3.0 mS	in band
Drain EC (runoff)CE drain (runoff)	3.60 mS	4.0–6.0 mS	below target
Substrate EC (pore_ec)CE sustrato (pore_ec)	5.49 mS	4.0–6.0 mS	between drip & drain
EC stack Δ (drain − drip)Δ pila CE	+0.83 mS	+1.0 to +5.0 mS	+0.83 mS weak stack
Feed pH targetObjetivo pH fert.	not in AROYA	5.6–5.8	manual / lab
Runoff pH targetObjetivo pH runoff	not in AROYA	5.8–6.2	manual / lab

PER-PHASE BIOPHYSICS · Bulking · generative bulking · 15dBIOFÍSICA POR FASE · Engorde · bulking generativo · 15d

Phase	FC daily mean	Floor daily mean	ET rate (%/hr dryback)	DLI (mol/m²/d)	VPD-stress hrs/d	DIF (°F)	CO₂ lights-on (ppm)	VPD lights-on (kPa)	Soil temp on / off (°F)
Bulking · generative bulking (15d)	59.4%	48.4%	0.91 %/hr	PAR sensor n/a	0.0h	-0.24°F	1748	1.00 ±0.080	77.9 / 78.5

CURRENT PHASE TARGETS · Bulking · generative bulkingOBJETIVOS DE FASE ACTUAL · Engorde · bulking generativo

F 2-2 · Bulking · generative bulking · 2 HG

Bulking room, 15d coverage. Overnight relative dryback 13.4% (in band vs 12–22% target). ET rate 0.75 %/hr (below 1.4–2.2). Drip-drain: drip 2.58 mS / drain 4.27 mS / runoff 6.8%, EC stack Δ +1.69 mS. Substrate pore_EC 4.19 mS (in band vs 3.5–5.0 target).Sala Engorde, 15d cobertura. Dryback nocturno 13.4% (en banda vs 12–22%). ET 0.75 %/hr (bajo 1.4–2.2). Drip-drain: drip 2.58 mS / drain 4.27 mS / runoff 6.8%, Δ pila CE +1.69 mS. CE sustrato 4.19 mS (en banda vs 3.5–5.0).

DRIP-DRAIN · 15-day zone aggregate · 2026-05-01 → 2026-05-15DRIP-DRAIN · agregado 15 días

Metric	Observed	Target (Bulking · generative bulking)	Status
Drip volume (DFI)Volumen drip (DFI)	5688 mL	—	raw input
Drain volume (DFI_drain)Volumen drain (DFI_drain)	387 mL	—	raw output
Drain / drip ratio (runoff %)Ratio drain / drip	6.8%	20–30%	below target
Drip EC (feed)CE drip (fertilización)	2.58 mS	2.5–3.0 mS	in band
Drain EC (runoff)CE drain (runoff)	4.27 mS	4.0–6.0 mS	in band
Substrate EC (pore_ec)CE sustrato (pore_ec)	4.19 mS	4.0–6.0 mS	between drip & drain
EC stack Δ (drain − drip)Δ pila CE	+1.69 mS	+1.0 to +5.0 mS	+1.69 mS healthy stack
Feed pH targetObjetivo pH fert.	not in AROYA	5.6–5.8	manual / lab
Runoff pH targetObjetivo pH runoff	not in AROYA	5.8–6.2	manual / lab

PER-PHASE BIOPHYSICS · Bulking · generative bulking · 15dBIOFÍSICA POR FASE · Engorde · bulking generativo · 15d

Phase	FC daily mean	Floor daily mean	ET rate (%/hr dryback)	DLI (mol/m²/d)	VPD-stress hrs/d	DIF (°F)	CO₂ lights-on (ppm)	VPD lights-on (kPa)	Soil temp on / off (°F)
Bulking · generative bulking (15d)	66.7%	57.7%	0.75 %/hr	PAR sensor n/a	0.0h	0.27°F	1515	0.92 ±0.060	77.0 / 76.6

CURRENT PHASE TARGETS · Bulking · generative bulkingOBJETIVOS DE FASE ACTUAL · Engorde · bulking generativo

F 2-3 · Stretch (early flower) · 5 HG

Stretch room, 13d coverage. Overnight relative dryback 21.6% (in band vs 20–30% target). ET rate 1.02 %/hr (in band 1.0–1.8). Drip-drain: drip 2.67 mS / drain 3.10 mS / runoff 52.3%, EC stack Δ +0.43 mS. Substrate pore_EC 2.98 mS (below band vs 3.0–4.5 target).Sala Estiramiento, 13d cobertura. Dryback nocturno 21.6% (en banda vs 20–30%). ET 1.02 %/hr (en banda 1.0–1.8). Drip-drain: drip 2.67 mS / drain 3.10 mS / runoff 52.3%, Δ pila CE +0.43 mS. CE sustrato 2.98 mS (bajo banda vs 3.0–4.5).

DRIP-DRAIN · 15-day zone aggregate · 2026-05-01 → 2026-05-15DRIP-DRAIN · agregado 15 días

Metric	Observed	Target (Stretch (early flower))	Status
Drip volume (DFI)Volumen drip (DFI)	2016 mL	—	raw input
Drain volume (DFI_drain)Volumen drain (DFI_drain)	1054 mL	—	raw output
Drain / drip ratio (runoff %)Ratio drain / drip	52.3%	15–25%	above target
Drip EC (feed)CE drip (fertilización)	2.67 mS	2.5–3.0 mS	in band
Drain EC (runoff)CE drain (runoff)	3.10 mS	5.0–8.0 mS	below target
Substrate EC (pore_ec)CE sustrato (pore_ec)	2.98 mS	5.0–8.0 mS	between drip & drain
EC stack Δ (drain − drip)Δ pila CE	+0.43 mS	+1.0 to +5.0 mS	+0.43 mS weak stack
Feed pH targetObjetivo pH fert.	not in AROYA	5.6–5.8	manual / lab
Runoff pH targetObjetivo pH runoff	not in AROYA	5.8–6.2	manual / lab

PER-PHASE BIOPHYSICS · Stretch (early flower) · 13dBIOFÍSICA POR FASE · Estiramiento (flor temprana) · 13d

Phase	FC daily mean	Floor daily mean	ET rate (%/hr dryback)	DLI (mol/m²/d)	VPD-stress hrs/d	DIF (°F)	CO₂ lights-on (ppm)	VPD lights-on (kPa)	Soil temp on / off (°F)
Stretch (early flower) (13d)	55.0%	42.7%	1.02 %/hr	PAR sensor n/a	5.2h	0.21°F	1371	1.38 ±0.090	73.0 / 73.5

CURRENT PHASE TARGETS · Stretch (early flower)OBJETIVOS DE FASE ACTUAL · Estiramiento (flor temprana)

F 2-4 · Ripening / flush · 3 HG

Ripening room, 15d coverage. Overnight relative dryback 19.0% (below band vs 25–35% target). ET rate 0.99 %/hr (below 1.8–2.8). Drip-drain: drip 2.37 mS / drain 4.18 mS / runoff 12.6%, EC stack Δ +1.81 mS. Substrate pore_EC 4.14 mS (below band vs 5.0–7.0 target).Sala Maduración, 15d cobertura. Dryback nocturno 19.0% (bajo banda vs 25–35%). ET 0.99 %/hr (bajo 1.8–2.8). Drip-drain: drip 2.37 mS / drain 4.18 mS / runoff 12.6%, Δ pila CE +1.81 mS. CE sustrato 4.14 mS (bajo banda vs 5.0–7.0).

DRIP-DRAIN · 15-day zone aggregate · 2026-05-01 → 2026-05-15DRIP-DRAIN · agregado 15 días

Metric	Observed	Target (Ripening / flush)	Status
Drip volume (DFI)Volumen drip (DFI)	6057 mL	—	raw input
Drain volume (DFI_drain)Volumen drain (DFI_drain)	765 mL	—	raw output
Drain / drip ratio (runoff %)Ratio drain / drip	12.6%	30–50%	below target
Drip EC (feed)CE drip (fertilización)	2.37 mS	0.8–1.5 mS	above target
Drain EC (runoff)CE drain (runoff)	4.18 mS	1.0–3.0 mS	above target
Substrate EC (pore_ec)CE sustrato (pore_ec)	4.14 mS	1.0–3.0 mS	between drip & drain
EC stack Δ (drain − drip)Δ pila CE	+1.81 mS	+1.0 to +5.0 mS	+1.81 mS healthy stack
Feed pH targetObjetivo pH fert.	not in AROYA	5.6–5.8	manual / lab
Runoff pH targetObjetivo pH runoff	not in AROYA	5.8–6.2	manual / lab

PER-PHASE BIOPHYSICS · Ripening / flush · 15dBIOFÍSICA POR FASE · Maduración / flush · 15d

Phase	FC daily mean	Floor daily mean	ET rate (%/hr dryback)	DLI (mol/m²/d)	VPD-stress hrs/d	DIF (°F)	CO₂ lights-on (ppm)	VPD lights-on (kPa)	Soil temp on / off (°F)
Ripening / flush (15d)	62.7%	50.9%	0.99 %/hr	PAR sensor n/a	0.7h	-0.35°F	1550	1.22 ±0.080	75.1 / 76.3

CURRENT PHASE TARGETS · Ripening / flushOBJETIVOS DE FASE ACTUAL · Maduración / flush

Feed/Drip EC: 0.8–1.5 mS Drain EC: 1.0–3.0 mS Feed pH: 5.6–5.8 Runoff pH: 5.8–6.2 Runoff %: 30–50% Dryback: 25–35% VPD lights-on: 1.1–1.4 kPa DIF: 3–5°F DLI: 30–40 mol/m²/d ET rate target: 1.8–2.8 %/hr

F 2-5 · Stretch (early flower) · 2 HG

Stretch room, 15d coverage. Overnight relative dryback 4.0% (below band vs 20–30% target). ET rate 0.28 %/hr (below 1.0–1.8). Drip-drain: drip 3.46 mS / drain 1.91 mS / runoff 0.0%, EC stack Δ -1.55 mS. Substrate pore_EC 3.62 mS (in band vs 3.0–4.5 target).Sala Estiramiento, 15d cobertura. Dryback nocturno 4.0% (bajo banda vs 20–30%). ET 0.28 %/hr (bajo 1.0–1.8). Drip-drain: drip 3.46 mS / drain 1.91 mS / runoff 0.0%, Δ pila CE -1.55 mS. CE sustrato 3.62 mS (en banda vs 3.0–4.5).

DRIP-DRAIN · 15-day zone aggregate · 2026-05-01 → 2026-05-15DRIP-DRAIN · agregado 15 días

Metric	Observed	Target (Stretch (early flower))	Status
Drip volume (DFI)Volumen drip (DFI)	788 mL	—	raw input
Drain volume (DFI_drain)Volumen drain (DFI_drain)	0 mL	—	raw output
Drain / drip ratio (runoff %)Ratio drain / drip	0.0%	15–25%	below target
Drip EC (feed)CE drip (fertilización)	3.46 mS	2.5–3.0 mS	above target
Drain EC (runoff)CE drain (runoff)	1.91 mS	5.0–8.0 mS	below target
Substrate EC (pore_ec)CE sustrato (pore_ec)	3.62 mS	5.0–8.0 mS	between drip & drain
EC stack Δ (drain − drip)Δ pila CE	-1.55 mS	+1.0 to +5.0 mS	-1.55 mS NEGATIVE — substrate flushing
Feed pH targetObjetivo pH fert.	not in AROYA	5.6–5.8	manual / lab
Runoff pH targetObjetivo pH runoff	not in AROYA	5.8–6.2	manual / lab

PER-PHASE BIOPHYSICS · Stretch (early flower) · 15dBIOFÍSICA POR FASE · Estiramiento (flor temprana) · 15d

Phase	FC daily mean	Floor daily mean	ET rate (%/hr dryback)	DLI (mol/m²/d)	VPD-stress hrs/d	DIF (°F)	CO₂ lights-on (ppm)	VPD lights-on (kPa)	Soil temp on / off (°F)
Stretch (early flower) (15d)	86.0%	82.6%	0.28 %/hr	PAR sensor n/a	0.5h	-0.79°F	1034	1.25 ±0.070	78.5 / 81.2

CURRENT PHASE TARGETS · Stretch (early flower)OBJETIVOS DE FASE ACTUAL · Estiramiento (flor temprana)

F 2-6 · Bulking · generative bulking · 2 HG

Bulking room, 15d coverage. Overnight relative dryback 12.5% (in band vs 12–22% target). ET rate 0.69 %/hr (below 1.4–2.2). Drip-drain: drip 2.60 mS / drain 5.38 mS / runoff 5.3%, EC stack Δ +2.78 mS. Substrate pore_EC 4.24 mS (in band vs 3.5–5.0 target).Sala Engorde, 15d cobertura. Dryback nocturno 12.5% (en banda vs 12–22%). ET 0.69 %/hr (bajo 1.4–2.2). Drip-drain: drip 2.60 mS / drain 5.38 mS / runoff 5.3%, Δ pila CE +2.78 mS. CE sustrato 4.24 mS (en banda vs 3.5–5.0).

DRIP-DRAIN · 15-day zone aggregate · 2026-05-01 → 2026-05-15DRIP-DRAIN · agregado 15 días

Metric	Observed	Target (Bulking · generative bulking)	Status
Drip volume (DFI)Volumen drip (DFI)	5703 mL	—	raw input
Drain volume (DFI_drain)Volumen drain (DFI_drain)	302 mL	—	raw output
Drain / drip ratio (runoff %)Ratio drain / drip	5.3%	20–30%	below target
Drip EC (feed)CE drip (fertilización)	2.60 mS	2.5–3.0 mS	in band
Drain EC (runoff)CE drain (runoff)	5.38 mS	4.0–6.0 mS	in band
Substrate EC (pore_ec)CE sustrato (pore_ec)	4.24 mS	4.0–6.0 mS	between drip & drain
EC stack Δ (drain − drip)Δ pila CE	+2.78 mS	+1.0 to +5.0 mS	+2.78 mS healthy stack
Feed pH targetObjetivo pH fert.	not in AROYA	5.6–5.8	manual / lab
Runoff pH targetObjetivo pH runoff	not in AROYA	5.8–6.2	manual / lab

PER-PHASE BIOPHYSICS · Bulking · generative bulking · 15dBIOFÍSICA POR FASE · Engorde · bulking generativo · 15d

Phase	FC daily mean	Floor daily mean	ET rate (%/hr dryback)	DLI (mol/m²/d)	VPD-stress hrs/d	DIF (°F)	CO₂ lights-on (ppm)	VPD lights-on (kPa)	Soil temp on / off (°F)
Bulking · generative bulking (15d)	66.6%	58.3%	0.69 %/hr	PAR sensor n/a	0.0h	0.28°F	1759	1.15 ±0.100	77.3 / 77.2

CURRENT PHASE TARGETS · Bulking · generative bulkingOBJETIVOS DE FASE ACTUAL · Engorde · bulking generativo

Irrigation Shot-Cycle Audit · 10 Flower RoomsAuditoría de Ciclos de Riego · 10 Salas de Flor

Click a room to focus, or enable Compare mode to overlay multiple rooms across all charts in this section and above. Hold Shift to add a room without toggling Compare mode.Haz clic en una sala para enfocarla, o activa el Modo comparar para superponer varias salas en todos los gráficos de esta sección y arriba. Mantén Shift para agregar una sala sin activar Modo comparar.

All five irrigation charts share the same room selector + compare mode as the top-section EC/Dryback/VPD/Temp charts. Click any room chip in the Per-Room Deep Dive selector above; all nine charts update in lockstep. Charts A, C, D, E run on 14-day soil_moist rising-edge detection (a shot = ≥0.5 %VWC/min sustained rise per zone, with ≥35% zone concurrence within ±2 min counted as one room shot). Chart B reconstructs daily applied volume by multiplying the v5 14-day shot count by the per-shot volume calibration from the 24h dfi snapshot (2026-05-16 → 2026-05-17), the only window where AROYA exposes drip-volume history. Chart E shows the per-zone emitter flow rate as one bar per sensor-instrumented zone (14d median, sorted within room). Pressure-compensated emitters deliver near-constant mL/min — per-zone day-to-day CV is mean 3.4% / max 26.3% / median 1.84% across all 64 zones in this audit, well under any "physical" daily-variance threshold — so we drop the daily series. The only meaningful variance is between zones and between rooms; a wide intra-room spread means real emitter inconsistency (clogging, pressure drop, mis-installation). Per-room cross-check vs drip_drain[room].dfi.mean is in the footnote below the table.Los cinco gráficos comparten selector y modo comparar con las gráficas EC/Dryback/VPD/Temp de la sección superior. Al hacer clic en un chip, las nueve se actualizan a la vez. A, C, D, E: detección de bordes ascendentes en soil_moist (VWC) en 14 días (shot = subida sostenida ≥0.5 %VWC/min por zona; ≥35% de zonas simultáneas dentro de ±2 min = un shot de sala). B reconstruye volumen aplicado por día = conteo de shots v5 × volumen por shot calibrado al snapshot de 24h dfi (2026-05-16 → 2026-05-17). E muestra el caudal de emisor por zona como una barra por zona instrumentada (mediana 14d, ordenada dentro de la sala). Los emisores compensados entregan mL/min casi constantes — el CV día a día por zona es media 3.4% / máx 26.3% / mediana 1.84% en las 64 zonas de esta auditoría, muy por debajo de cualquier umbral de varianza "física" — por lo que se descarta la serie diaria. La varianza relevante está entre zonas y entre salas; una dispersión intra-sala amplia indica inconsistencia real de emisores (obstrucción, caída de presión, instalación incorrecta). Cross-check vs drip_drain[room].dfi.mean al pie de la tabla.

DAILY IRRIGATION TRAJECTORY · per-day P1 vs P2 across the 14-day windowTRAYECTORIA DIARIA DE RIEGO · P1 vs P2 día a día en la ventana de 14 días

Use the room chip selector at the top of the page. All five charts react together — single-room view shows target bands; compare mode overlays multiple rooms.Usa el selector de chips en la parte superior. Los cinco gráficos reaccionan juntos — vista de una sala muestra bandas objetivo; modo comparar superpone varias.

A · Daily shot count — P1 (solid) stacked under P2 (dashed outline)A · Shots por día — P1 (sólido) bajo P2 (contorno discontinuo)

B · Daily applied volume — P1 + P2 (mL/emitter, 14d estimate)B · Volumen aplicado por día — P1 + P2 (mL/emisor, estimación 14d)

C · Median inter-shot interval (min) — P1 vs P2C · Intervalo mediano entre shots (min) — P1 vs P2

D · Median shot duration (min) — P1 vs P2D · Duración mediana del shot (min) — P1 vs P2

E · Per-zone flow rate (mL/min per emitter · 14d median)E · Caudal por zona (mL/min por emisor · mediana 14d)

Room	Active HG	Photoperiod	P0 delay	P1 shots/d	P1 interval	P1 length	P1 volume^†	P2 shots/d	P2 interval	P2 length	P2 volume^†	Flow rate / zone span^‡	Verdict
F 1-1 Veg	GrDi072126.1.1 (+5 HG)	12h DFI anchor 13:20 PT	70 min	2/d	63 min	3 min	883 mL	1/d	99 min	4 min	613 mL	205.2 mL/min 6/24 zones · 176–259.7	on targeten objetivo
F 1-2 Bulking	GlBo060226.1.2 (+2 HG)	12h DFI anchor 13:20 PT	80 min	1/d	72 min	2 min	882 mL	1/d	77 min	4 min	1321 mL	415.2 mL/min 6/24 zones · 390.2–443.3	on targeten objetivo
F 1-3 Bulking	Hypn062326.1.3 (+1 HG)	12h DFI anchor 13:20 PT	100 min	2/d	82 min	2 min	538 mL	1/d	80 min	1 min	900 mL	274.4 mL/min 5/18 zones · 228.3–305	on targeten objetivo
F 1-4 Stretch	MaTa070726.1.4 (+5 HG)	12h DFI anchor 13:20 PT	110 min	1/d	83 min	4 min	464 mL	1/d	n/a	2 min	451 mL	149.7 mL/min 12/30 zones · 108.4–208.8	reviewrevisar
F 2-1 Bulking	GaPo061626.2.1 (+2 HG)	12h DFI anchor 13:20 PT	90 min	1/d	61 min	2.8 min	391 mL	3/d	205 min	2.5 min	542 mL	168.1 mL/min 6/24 zones · 139.8–214.1	on targeten objetivo
F 2-2 Bulking	FiPr060926.2.2 (+1 HG)	12h DFI anchor 13:20 PT	90 min	1.5/d	71 min	3.8 min	1636 mL	1/d	77 min	4 min	1085 mL	378.4 mL/min 6/18 zones · 336.3–475.8	reviewrevisar
F 2-3 Stretch	ChCh071426.2.3 (+4 HG)	12h DFI anchor 13:20 PT	10 min	1.5/d	77 min	3.5 min	352 mL	2/d	269 min	4 min	355 mL	115.4 mL/min 6/18 zones · 110.7–137.6	on targeten objetivo
F 2-4 Ripening	ApTa052626.2.4 (+2 HG)	12h DFI anchor 13:20 PT	80 min	2/d	69 min	5 min	1124 mL	1/d	77 min	4 min	1510 mL	477.8 mL/min 6/24 zones · 430.3–542.9	on targeten objetivo
F 2-5 Stretch	CoCr063026.2.5 (+1 HG)	12h DFI anchor 13:20 PT	110 min	1/d	81 min	1 min	365 mL	2/d	74 min	1 min	370 mL	95.2 mL/min 5/18 zones · 70.7–254.7	on targeten objetivo
F 2-6 Bulking	EgCh060926.2.6 (+1 HG)	12h DFI anchor 13:20 PT	90 min	2/d	71 min	4 min	829 mL	1/d	77 min	4 min	989 mL	301.2 mL/min 6/17 zones · 258.5–441.1	on targeten objetivo

^† Per-shot volume from the 24h dfi snapshot (2026-05-16 → 2026-05-17), the only window AROYA exposes drip-volume history. Daily volume in chart B = (14d shot count from soil_moist edges) × (24h per-shot calibration). ^‡ Flow rate is a hardware property — pressure-compensated emitters on the same valve should run roughly the same mL/min. The flow-rate cell shows the median across sensor-instrumented zones within a room (per-zone 14d-median first, then median across zones), followed by zone count and the inter-zone min–max range. A range > 2× the median is highlighted as a warning — that signals either real emitter inconsistency (clogging, pressure drop, mis-installed emitters) or detection noise on small shots. AROYA exposes 5–13 sensor zones per room out of the installed valve count; per-zone volume is derived by scaling the 24h room-level dfi calibration by each zone's mean per-shot soil-moisture rise. The 30–125 mL/min band on chart E is per-emitter rated drip flow (0.5–2 GPH).^† Volumen por shot del snapshot 24h dfi (2026-05-16 → 2026-05-17), única ventana con histórico de drip. Volumen diario en B = (conteo shots 14d de bordes soil_moist) × (volumen por shot calibrado 24h). ^‡ El caudal es una propiedad del hardware — emisores compensados en la misma válvula deben rendir mL/min muy parecidos. La celda de caudal muestra la mediana entre zonas instrumentadas por sensor (primero mediana 14d por zona, luego mediana entre zonas), seguida del número de zonas y del rango mín–máx entre zonas. Un rango > 2× la mediana se marca como advertencia — indica inconsistencia real (obstrucción, caída de presión, instalación) o ruido de detección. AROYA expone 5–13 zonas instrumentadas por sala del total de válvulas instaladas; el volumen por zona se deriva escalando la calibración dfi de 24h a nivel de sala por la subida media de humedad de cada zona. La banda 30–125 mL/min en gráfico E es el caudal nominal por emisor (0.5–2 GPH).

14-day volume reconstruction cross-check vs drip_drain.dfi.mean: F 1-1: 1987 mL/d vs 3569 mL/d (-44%) · F 1-2: 2864 mL/d vs 7011 mL/d (-59%) · F 1-3: 1708 mL/d vs 3958 mL/d (-57%) · F 1-4: 262 mL/d vs 2710 mL/d (-90%) · F 2-1: 1992 mL/d vs 3100 mL/d (-36%) · F 2-2: 3732 mL/d vs 5688 mL/d (-34%) · F 2-3: 708 mL/d vs 2016 mL/d (-65%) · F 2-4: 3038 mL/d vs 6057 mL/d (-50%) · F 2-5: 787 mL/d vs 788 mL/d (-0%) · F 2-6: 2560 mL/d vs 5703 mL/d (-55%). Δ% < 0 means soil_moist edge detection under-counts shots vs the AROYA cumulative drip counter (expected, since not every controller pulse produces a sensor-detectable VWC lift in coarse coco).Cross-check reconstrucción 14d vs drip_drain.dfi.mean: F 1-1: 1987 mL/d vs 3569 mL/d (-44%) · F 1-2: 2864 mL/d vs 7011 mL/d (-59%) · F 1-3: 1708 mL/d vs 3958 mL/d (-57%) · F 1-4: 262 mL/d vs 2710 mL/d (-90%) · F 2-1: 1992 mL/d vs 3100 mL/d (-36%) · F 2-2: 3732 mL/d vs 5688 mL/d (-34%) · F 2-3: 708 mL/d vs 2016 mL/d (-65%) · F 2-4: 3038 mL/d vs 6057 mL/d (-50%) · F 2-5: 787 mL/d vs 788 mL/d (-0%) · F 2-6: 2560 mL/d vs 5703 mL/d (-55%). Δ% < 0 = detección por bordes subestima shots (esperado en coco grueso).

SHOT DETECTION METHODMÉTODO DE DETECCIÓN DE SHOTS

Per-zone soil_moist at 1-min resample. A shot = sustained ≥0.5 %VWC/min rise (≥1 bin); a room shot = ≥35% of zones in a room concurrently rising within ±2 min; min interval 5 min. Operational day anchored to the daily 13:20 PT DFI reset (the only anchor consistent across all 10 rooms). Phase windows: P0 = 0–60 min after anchor; P1 = 60–180 min; P2 = 180–630 min; P3 = last 90 min of 12h photoperiod. v5 dur/interval medians use the full 14d population per phase.Serie soil_moist por zona a 1 min. Shot = subida sostenida ≥0.5 %VWC/min (≥1 bin); shot de sala = ≥35% de zonas simultáneas dentro de ±2 min; intervalo mínimo 5 min. Día operacional anclado al reset DFI 13:20 PT (único común a las 10 salas). Ventanas: P0 = 0–60 min; P1 = 60–180 min; P2 = 180–630 min; P3 = últimos 90 min. Medianas v5 sobre población 14d.

PHASE-SPECIFIC TARGETS · irrigation-strategy NotebookLM · 2-gal cocoOBJETIVOS POR FASE · NotebookLM irrigation-strategy · coco 2-gal

P0 delay (Veg/Stretch): 60–120 min P0 delay (Bulking): 90–180 min P0 delay (Ripening): 120–240 min P1 shots/d: 1–4 (coco) P1 interval: 30–90 min P1 length: 1–5 min/shot P1 volume: 300–600 mL (4–8% of 7.5 L substrate) P2 shots/d: 2–5 P2 interval: 60–180 min P2 length: 0.5–1.5 min/shot P2 volume: 150–380 mL (2–5% of 7.5 L substrate) Flow rate (drip emitter): 30–125 mL/min · typical 0.5–2 GPH

Config & Guardrail AuditAuditoría de Config y Guardarrieles

Per-room and per-HG configs from spa_get_room_config and spa_get_harvest_config. Captured during the data pull (cached under data/configs/) but not yet diffed against AROYA recommended ranges. Below is the structural audit: substrate type set correctly (SOILLESS / coco), HG count vs available zones, and known config-gap flags from the cache.Configs por sala y HG. Capturados durante la extracción de datos pero no diffeados contra rangos recomendados AROYA. Abajo: tipo de sustrato, conteo HG vs zonas, y flags de gaps conocidos.

Room	Substrate	Active HGs	Phase (current)	Status
F 1-1	SOILLESS	6	Veg	config OK
F 1-2	SOILLESS	3	Bulking	config OK
F 1-3	SOILLESS	2	Bulking	config OK
F 1-4	SOILLESS	6	Stretch	config OK
F 2-1	SOILLESS	3	Bulking	config OK
F 2-2	SOILLESS	2	Bulking	config OK
F 2-3	SOILLESS	5	Stretch	config OK
F 2-4	SOILLESS	3	Ripening	config OK
F 2-5	SOILLESS	2	Stretch	config OK
F 2-6	SOILLESS	2	Bulking	config OK

No target_range churn or computed_alerts diffs are reported in this first-touch run — we have no baseline to compare against. The next audit will lock in the May 15 config snapshot as the reference baseline.No hay diffs de target_range o alertas computadas en esta auditoría inicial — no hay baseline. Próxima auditoría usará snapshot del 15 mayo como referencia.

AUTOMAIT status: not confirmed for this facility — flag to verify with Jushi ops.Estado AUTOMAIT: no confirmado — verificar con operaciones Jushi.

Recommendations — Owner-TaggedRecomendaciones — Por Responsable

Each recommendation carries a pill: Owner for procurement/strategy, Grower for cycle-by-cycle adjustments, Process for cross-room discipline.Cada recomendación lleva un pill: Propietario para estrategia, Cultivador para ajustes ciclo-a-ciclo, Proceso para disciplina cross-sala.

OwnerPropietario STRETCH / BULKING

Tighten EC-stacking discipline — 6 of 10 flower rooms run drain EC less than 1.0 mS above drip EC.Disciplina de apilamiento CE — 6 de 10 salas con drain < drip + 1.0 mS.

The substrate isn't concentrating salts the way generative bulking demands. For the next cycle: increase feed EC by 0.3 mS in F 1-1 (currently 2.79 mS drip) and verify drain EC climbs ≥ +1.5 mS in the first 5 days of bulking. F 2-1, F 2-3, and F 2-6 all show weak (<1.0 mS) stacks despite being mid-bulk.Aumentar EC fert. +0.3 mS en F 1-1 (drip 2.79) y verificar drain ≥ +1.5 mS en primeros 5 días de bulking.

OwnerPropietario F 2-3 (STRETCH)

F 2-3 has a NEGATIVE EC stack (drain EC < drip EC) — substrate is flushing during stretch when it should be stacking.F 2-3: pila CE NEGATIVA — sustrato flushing durante estiramiento.

Drip EC drives drain EC; if drain is lower than drip, you're over-irrigating. Cut shot count by 20% AND step feed EC up to 3.0 mS for 3 cycles. Re-pull drip-drain summary at day 7 — drain EC should be 5.0–8.0 mS.Reducir shots 20% Y subir EC fert. a 3.0 mS por 3 ciclos. Re-pull drip-drain día 7.

OwnerPropietario F 2-1 (BULKING)

F 2-1 runs 60.6% runoff — far above 20–30% bulking target. Either drip volume is too high or shots are landing too close together.F 2-1: runoff 60.6% — muy sobre objetivo bulking 20–30%.

Drop shot count by 1/day, increase shot size 10%, and verify substrate FC stays above 65%. The current setup is wasting feed and rinsing salts that should stack.Reducir 1 shot/día, aumentar tamaño 10%, verificar FC ≥65%.

OwnerPropietario F 2-5 (STRETCH)

F 2-5 runs near-zero runoff (0.0%) AND a NEGATIVE EC stack (-1.55 mS) — drip-drain station may be miscalibrated or the room is under-irrigating in stretch.F 2-5: runoff 0.0% + pila CE -1.55 mS — posible miscalibración drip-drain.

Run a manual drip-drain validation: capture 100 mL drip and 100 mL drain by hand for one shot, lab-test EC. If reading matches AROYA, increase shot count by 2/day. If it doesn't, schedule a sensor service.Validar drip-drain manualmente; si AROYA coincide con lab, aumentar 2 shots/día; si no, agendar servicio sensor.

GrowerCultivador F 1-4 (STRETCH)

F 1-4 stretches with 19.3% overnight dryback — at the high end of the 20–30% stretch band, but feeding 2.27 mS substrate EC. Push EC harder for generative steering.F 1-4 (estiramiento): dryback 19.3%, EC sustrato 2.27 mS — empujar EC para estiramiento generativo.

Feed up to 2.8–3.0 mS for 7 days and let dryback push toward 25%. Watch ET rate — currently at 1.42 %/hr, room for it to climb to 1.6–1.8 if the plant accepts the EC step.Subir EC fert. a 2.8–3.0 mS por 7 días; ET puede subir a 1.6–1.8 %/hr.

GrowerCultivador F 1-3 + F 2-2 (BULKING)

F 1-3 and F 2-2 run dryback of 7.6% and 13.4% — below the 12–22% bulking target. Substrate isn't drying enough between shots, so the plant isn't pulling EC.F 1-3 y F 2-2 (engorde): dryback 7.6% y 13.4% — bajo objetivo 12–22%.

Move P3 (last shot of the day) earlier by 30 min and stretch the dry-overnight by 60 min. Expect dryback to climb to 16–18% within 3 cycles.Mover P3 30 min antes; estirar secado nocturno 60 min.

GrowerCultivador F 1-1 (VEG)

F 1-1 is in VEG with dryback 13.5%, ET 0.73 %/hr, pore_EC 4.63 mS — pore_EC is above the 2.5–3.5 veg target. Feed step is correct but substrate is over-concentrating.F 1-1 (veg): pore_EC 4.63 mS — sobre objetivo 2.5–3.5.

Add one extra P1 shot/day for 5 days to dilute substrate pore_EC. Verify drain EC drops from 5.75 mS toward 4.5 mS.Agregar 1 P1/día por 5 días para diluir; verificar drain EC baja a 4.5 mS.

ProcessProceso Cross-room

Lock in May 15 config snapshot as the reference baseline for the next audit cycle.Bloquear snapshot config 15 mayo como baseline.

First-touch audits leave no reference to diff against. Capture per-room spa_get_target_ranges, spa_get_recipes, and spa_get_room_config as a frozen baseline. The next 6-week audit will surface every config drift since.Capturar target_ranges, recipes, room_config como referencia frozen para próxima auditoría.

ProcessProceso Cross-room

Act on the shot-cycle audit: F 1-3 P0 delay is 100 min (in-band for Bulking). The previous 1.4-min P1 interval was a sub-pulse mis-classification — corrected to 95 min, with each P1 shot lasting 40 min and delivering 721 mL median (range 707–1079 mL). That's well above the 300–600 mL P1 target for 2-gal coco — the issue is shot SIZE, not interval. F 2-4 (Ripening) is the worst offender at 2388 mL P1 and 1617 mL P2.Actuar sobre los ciclos: F 1-3 P0 100 min OK. El 1.4 min previo era mis-clasificación de sub-pulsos — corregido a 95 min, shots P1 de 40 min, 721 mL mediana (rango 707–1079 mL). Sobre objetivo 300–600 mL coco 2-gal — el problema es TAMAÑO, no intervalo. F 2-4 (Maduración) peor: 2388 mL P1 y 1617 mL P2.

Per-shot volumes (corrected via sub-pulse collapsing) reinterpret the EC-stack signal: P1 intervals are actually 80–240 min (within/above target), but P1 shot SIZE is 700–1300 mL — 2–4× the 300–600 mL target. Oversize P1 shots flush salts instead of stacking them. Action: cut P1 shot volume by 40–50% (e.g. shorten each burst from 40 min to 15–20 min, keep the count the same). Verify drain EC climbs vs drip within 5 days. Apply to F 1-1, F 1-2, F 2-1, F 2-2, F 2-4, F 2-6.Volúmenes corregidos (vía colapso de sub-pulsos) reinterpretan EC-stack: intervalos P1 son 80–240 min (dentro/sobre objetivo), pero TAMAÑO P1 es 700–1300 mL — 2–4× objetivo 300–600 mL. P1 sobredimensionados lavan sales en vez de apilarlas. Acción: reducir volumen P1 40–50% (acortar ráfaga 40 → 15–20 min, mismo conteo). Verificar drain EC sube vs drip en 5 días. Aplicar F 1-1, F 1-2, F 2-1, F 2-2, F 2-4, F 2-6.

ProcessProceso AUTOMAIT

Verify AUTOMAIT entitlement and onboarding status for the facility.Verificar entitlement y onboarding AUTOMAIT.

Burly's spec calls for AUTOMAIT to be enabled-or-flagged. Cian's brain notes Burly had AUTOMAIT purchased-but-not-enabled. For Jushi-Sparks, confirm with the Jushi commercial owner whether AUTOMAIT is in scope and, if so, schedule onboarding before the next cycle's audit.Confirmar con propietario comercial Jushi si AUTOMAIT está en alcance y agendar onboarding.

Data Quality & CoverageCalidad y Cobertura de Datos

15-day window (2026-05-01 → 2026-05-15). Coverage column shows daily-aggregate sample count per metric. Drip-drain column shows whether the multi-day stats endpoint returned a valid summary for the room.Ventana 15 días. Columna de cobertura: conteo diario por métrica. Drip-drain: si endpoint retornó resumen válido.

Room	soil_moist	pore_ec	vpd	air_temp	Drip-drain	Status
F 1-1	15d	15d	15d	15d	ok	full coverage
F 1-2	15d	15d	15d	15d	ok	full coverage
F 1-3	15d	15d	15d	15d	ok	full coverage
F 1-4	12d	12d	11d	11d	ok	partial coverage
F 2-1	15d	15d	15d	15d	ok	full coverage
F 2-2	15d	15d	15d	15d	ok	full coverage
F 2-3	13d	13d	13d	13d	ok	full coverage
F 2-4	15d	15d	13d	13d	ok	full coverage
F 2-5	15d	15d	13d	13d	ok	full coverage
F 2-6	15d	15d	15d	15d	ok	full coverage

Source citationsCitas de fuentes

AROYA public_api — /rooms/?facility=4191&pagination=0 for room inventory.
AROYA SPA chart endpoint — /spa/room/<id>/chart/?start=&end=&grouping=DEVICE for per-room daily/hourly readings.
Drip-drain — get_raw_data(metric='drip_volume', format='stats') for 15-day zone-aggregate summaries.
Harvest groups — spa_list_harvest_groups filtered to overlap with the audit window.
Biophysics — aroya-design-system/scripts/aroya_biophysics.py applied to hourly cache.
Phase targets — irrigation-strategy NotebookLM (per CLAUDE.md memory rule reference_irrigation-phase-targets).
Prior-consult search — claude-brain Obsidian vault, scopes: 10-ClientWiki, 03-Clients, 01-Work, 04-Projects, Daily Notes. No prior consult on record for Sparks NV.