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

Hytek: Bright Moor Gardens · Irrigation, Climate & SteeringHytek: Bright Moor Gardens · Riego, Clima y Manejo

First-touch POC baseline · 14-day deep dive across 12 active cultivation rooms · phase-aware crop-steering health-check · phases signal-inferred (no HG roster this run — SPA session down, see §10)Línea base POC · análisis de 14 días en 12 salas activas · revisión de manejo por fase · fases inferidas por señal (sin registro HG este pase)

FacilityInstalaciónHytek: Bright Moor Gardens (ID 2993) WindowVentana2026-05-27 → 2026-06-10 (14 days) RoomsSalas12 cultivation rooms (flower + veg) Phase mix (inferred)Mezcla fases (inferida)5 bulking · 2 ripening · 3 early flower · 1 veg · 1 idle SubstrateSustratoNot set in AROYA config (signal reads lean/high-steerability) SensorsSensoresTEROS 12 substrate · Atmos 14 climate · no CO₂ sensor SourceFuenteAROYA public_api room chart (stitched 2-day windows, raw ~9-min cadence) · facility 2993 Report dateFecha informe2026-06-10

Headline FindingsHallazgos Principales

Rooms with full data coverageSalas con cobertura completa

12 / 12

14d · ≥98.8% timestamp coverage (11 rooms at 100%)14d · ≥98.8% cobertura

Ripening cohort = the modelCohorte ripening = el modelo

25.1–25.8 pp

daily dryback vs 25–35 pp target · tightest cohort (spread 0.7 pp, onset within 0.1 h)dryback diario vs objetivo 25–35 pp

Early-flower cohort spreadDispersión floración temprana

18.5 pp

dryback 10.3–28.8 pp across 3 stretch rooms — same phase, different programsdryback 10.3–28.8 pp — misma fase, programas distintos

Bulking peak-VWC spreadDispersión VWC pico bulking

10.6 pp

daily peak VWC 31.3–41.9% · P1 onset spread 2.15 h — recipes not normalizedVWC pico 31.3–41.9% — recetas no normalizadas

Bulking dryback bandBanda dryback bulking

9.3–17.3 pp

observed vs 12–18 pp target — high rooms correct, low rooms under-dryingobservado vs objetivo 12–18 pp

CO₂ telemetryTelemetría CO₂

None

no CO₂ sensor in the device fleet — CO₂ dosing not visible to AROYA (see §10)sin sensor CO₂ en la flota

The Lead — what the 14 days tell usLa Lectura — lo que dicen los 14 días

12-room cultivation audit · Hytek: Bright Moor Gardens (facility 2993) · 2026-05-27 → 2026-06-10 (REAL 14-day trace, raw ~9-min cadence stitched from AROYA public_api, 2-day windows merged). This is a first-touch POC baseline — there is no prior audit or commitment history for this site, so the read below is a clean health-check of what AROYA telemetry shows across the deck and a marker for what the next two weeks should standardize. Phase mix is signal-inferred from steering signatures (dryback depth, pore-EC trajectory, VPD regime) — the harvest-group roster was unavailable this run (SPA session down), so phase labels are read from the data, not the AROYA HG calendar (see §10). Inferred mix: 5 bulking, 2 ripening, 3 early flower / stretch, 1 veg, 1 idle/turnover. The lead — is the deck steering coherently? Mostly yes at the finish, less so mid-flower. (1) The ripening pair is the model cohort. Flower 9 + Flower 11 land 25.1–25.8 pp daily dryback (absolute pp, peak − pre-irrigation low) against a 25–35 pp ripening target, with the tightest spread on the deck (0.7 pp dryback, 5.0 pp peak-VWC, P1 onset within 0.1 h day-to-day). That is textbook generative finishing — replicate its recipe discipline. (2) The bulking cohort is mostly in-band but inconsistent. Daily dryback runs 9.3–17.3 pp against a 12–18 pp target — the high rooms are correct, the low rooms (Flower 5/7 at ~9–13 pp) are under-drying. Peak VWC spreads 10.6 pp (31.3–41.9%) and P1 onset spreads 2.15 h across the cohort — same phase, different recipes. (3) Early-flower is the widest cohort. Dryback spreads 18.5 pp (10.3–28.8 pp) across the three stretch rooms — Flower 10 is steering generatively (28.8 pp, building stack) while Flower 6 sits shallow at 10.3 pp. If those are the same phase, they are on different programs. (4) Substrate runs lean and steerable. Daily peak VWC across flower sits ~31–55% with deep drybacks and pore EC stacking to 6–9 mS — a low-FC, high-steerability substrate (reads like coco or a small rockwool block; substrate type was not set in the AROYA config). (5) One room (Flower 1) reads idle/turnover — 0.6 pp dryback, ~0.2 shots/day, EC washing down — i.e. between runs, not a steering fault. Data window: 2026-05-27 → 2026-06-10, ≥98.8% timestamp coverage in all 12 deep-dive rooms (11 at 100%); 0 room(s) carry zone-level sensor flags. No CO₂ telemetry exists at this facility (no CO₂ sensor in the device fleet) and no flow/runoff series is available — shot counts and P1/P2 cadence are derived from VWC step-up signatures (≥0.8 pp rise between consecutive ~9-min samples; see §10 Data Quality).12-room cultivation audit · Hytek: Bright Moor Gardens (facility 2993) · 2026-05-27 → 2026-06-10 (REAL 14-day trace, raw ~9-min cadence stitched from AROYA public_api, 2-day windows merged). This is a first-touch POC baseline — there is no prior audit or commitment history for this site, so the read below is a clean health-check of what AROYA telemetry shows across the deck and a marker for what the next two weeks should standardize. Phase mix is signal-inferred from steering signatures (dryback depth, pore-EC trajectory, VPD regime) — the harvest-group roster was unavailable this run (SPA session down), so phase labels are read from the data, not the AROYA HG calendar (see §10). Inferred mix: 5 bulking, 2 ripening, 3 early flower / stretch, 1 veg, 1 idle/turnover. The lead — is the deck steering coherently? Mostly yes at the finish, less so mid-flower. (1) The ripening pair is the model cohort. Flower 9 + Flower 11 land 25.1–25.8 pp daily dryback (absolute pp, peak − pre-irrigation low) against a 25–35 pp ripening target, with the tightest spread on the deck (0.7 pp dryback, 5.0 pp peak-VWC, P1 onset within 0.1 h day-to-day). That is textbook generative finishing — replicate its recipe discipline. (2) The bulking cohort is mostly in-band but inconsistent. Daily dryback runs 9.3–17.3 pp against a 12–18 pp target — the high rooms are correct, the low rooms (Flower 5/7 at ~9–13 pp) are under-drying. Peak VWC spreads 10.6 pp (31.3–41.9%) and P1 onset spreads 2.15 h across the cohort — same phase, different recipes. (3) Early-flower is the widest cohort. Dryback spreads 18.5 pp (10.3–28.8 pp) across the three stretch rooms — Flower 10 is steering generatively (28.8 pp, building stack) while Flower 6 sits shallow at 10.3 pp. If those are the same phase, they are on different programs. (4) Substrate runs lean and steerable. Daily peak VWC across flower sits ~31–55% with deep drybacks and pore EC stacking to 6–9 mS — a low-FC, high-steerability substrate (reads like coco or a small rockwool block; substrate type was not set in the AROYA config). (5) One room (Flower 1) reads idle/turnover — 0.6 pp dryback, ~0.2 shots/day, EC washing down — i.e. between runs, not a steering fault. Data window: 2026-05-27 → 2026-06-10, ≥98.8% timestamp coverage in all 12 deep-dive rooms (11 at 100%); 0 room(s) carry zone-level sensor flags. No CO₂ telemetry exists at this facility (no CO₂ sensor in the device fleet) and no flow/runoff series is available — shot counts and P1/P2 cadence are derived from VWC step-up signatures (≥0.8 pp rise between consecutive ~9-min samples; see §10 Data Quality).

POC Baseline — What the Next Two Weeks Should StandardizeLínea Base POC — Qué Estandarizar en las Próximas Dos Semanas

First-touch engagement — no prior commitments to gradePrimer contacto — sin compromisos previos

This is the opening POC read of Hytek: Bright Moor Gardens; there is no prior AROYA audit or commitment history for this site, so this section sets the baseline rather than grading deltas. The deck is already steering coherently at the finish — the ripening pair is a textbook generative-finish cohort and should be treated as the in-house template. The three things the next two weeks should standardize, in priority order:
1 · Normalize the bulking recipe. Daily dryback spans 9.3–17.3 pp and peak VWC 31.3–41.9% across rooms that read as the same phase — pick one P1 onset, shot size and P2 count per phase recipe and program it identically (§7, §9).
2 · Resolve the early-flower split. The three stretch rooms span 18.5 pp of dryback (10.3–28.8 pp) — confirm whether they are genuinely the same phase, and if so converge their programs (§5, §7).
3 · Close two telemetry gaps so the next audit can grade more. (a) No CO₂ sensor is deployed — CO₂ dosing is invisible to AROYA; adding an EE894/CO₂ probe in flower unlocks the climate side. (b) No flow/runoff series exists, so shot sizes and runoff % are derived, not measured — a drain-sensor or a one-week manual runoff log against the 20–30% bulking target would let the next cycle grade leaching directly. (c) Substrate type is not set in the AROYA room config — setting it tightens every phase target band.
Hardware footnote: Veg 1 returned no data this window (single device, likely offline/unplaced) and Veg 3 carries climate sensors only (no substrate probes) — both are device-coverage items, detailed in the companion Device Health report.Primer contacto POC de Hytek: Bright Moor Gardens; sin auditoría previa. La cohorte de maduración es el modelo interno. Estandarizar en 2 semanas: (1) normalizar la receta de bulking; (2) resolver la división en floración temprana; (3) cerrar brechas de telemetría (sin sensor CO₂, sin serie de runoff, sustrato sin definir). Veg 1 sin datos; Veg 3 solo clima — ver informe de salud de dispositivos.

HVAC CapacityCapacidad HVAC

Per-room read on whether HVAC holds the room inside its phase VPD window, lights-on/off air-temp swing, RH compliance, and CO₂ dose. Hot rooms with negative DIF or RH excursions get flagged here before they show up as a steering problem in §5.Lectura por sala: HVAC manteniendo la ventana VPD de fase, swing de temperatura luces-on/off, cumplimiento HR vs objetivo y dosis CO₂.

RoomSala	PhaseFase	VPD on (kPa)	VPD off	Temp on (°F)	Temp off (°F)	DIF (°F)	RH on (%)	CO₂ on (ppm)	VPD-stress h/d	VerdictVeredicto
Veg 2	Vegetative	1.16	1.05	80.6	79.8	0.8	67.4	—	high-VPD episodes	review
Flower 4	Early Flower / Stretch	1.34	1.21	79.8	78.7	1.1	61.3	—	high-VPD episodes	review
Flower 6	Early Flower / Stretch	1.18	1.07	78.2	77.0	1.2	64.0	—	—	in band
Flower 10	Early Flower / Stretch	1.24	1.11	75.4	72.4	3.0	59.0	—	high-VPD episodes	hot/dry
Flower 2	Bulking / Vegetative 2	1.26	1.13	77.1	76.2	0.9	60.4	—	—	in band
Flower 3	Bulking / Vegetative 2	1.22	1.10	78.3	77.3	1.0	63.1	—	—	in band
Flower 5	Bulking / Vegetative 2	1.24	1.11	78.5	77.1	1.4	62.9	—	—	in band
Flower 7	Bulking / Vegetative 2	1.20	1.08	77.6	73.5	4.1	62.6	—	—	in band
Flower 8	Bulking / Vegetative 2	1.19	1.07	74.7	71.6	3.1	59.4	—	high-VPD episodes	review
Flower 9	Ripening / Generative 2	1.32	1.19	74.5	72.3	2.2	54.8	—	high-VPD episodes	review
Flower 11	Ripening / Generative 2	1.38	1.25	76.8	74.0	2.8	56.1	—	high-VPD episodes	review
Flower 1	Idle / Turnover	1.47	1.32	76.8	74.1	2.7	52.3	—	high-VPD episodes	review

Climate ↔ Irrigation InterplayInteracción Clima ↔ Riego

Does the day's VPD profile match the day's shot rhythm? A high-VPD afternoon needs P2 to defend FC. A low-VPD afternoon means cutting P2 to drive a deeper P3 dryback. This section reads the per-room correlation and flags climate-driven steering misalignment.¿El perfil VPD del día coincide con el ritmo de shots del día? Una tarde VPD alta requiere P2 para defender FC. Una tarde VPD baja significa cortar P2 para impulsar dryback P3 más profundo.

RoomSala	PhaseFase	Peak VPD (kPa)VPD pico	VWC envelope	Pore EC mean	Overnight dryback (absolute pp)Dryback nocturno (pp absoluto)	VPD on
Veg 2	Vegetative	1.48	14.2–36.7%	2.89 mS low stack	4.3 pp below	1.16
Flower 4	Early Flower / Stretch	1.57	15.2–52.0%	6.84 mS stacking	20.8 pp in band	1.34
Flower 6	Early Flower / Stretch	1.67	15.1–36.3%	8.17 mS stacking	10.3 pp below	1.18
Flower 10	Early Flower / Stretch	1.63	16.1–52.8%	7.49 mS stacking	28.8 pp in band	1.24
Flower 2	Bulking / Vegetative 2	1.52	20.0–43.5%	5.23 mS stacking	17.3 pp in band	1.26
Flower 3	Bulking / Vegetative 2	1.46	21.7–42.9%	4.78 mS stacking	15.3 pp in band	1.22
Flower 5	Bulking / Vegetative 2	1.54	17.9–45.0%	7.90 mS stacking	12.9 pp in band	1.24
Flower 7	Bulking / Vegetative 2	1.53	2.6–39.0%	4.60 mS stacking	9.3 pp below	1.20
Flower 8	Bulking / Vegetative 2	1.56	3.2–42.7%	6.23 mS stacking	12.5 pp in band	1.19
Flower 9	Ripening / Generative 2	1.62	14.1–46.9%	6.34 mS stacking	25.1 pp in band	1.32
Flower 11	Ripening / Generative 2	1.70	19.6–55.5%	9.09 mS stacking	25.8 pp in band	1.38
Flower 1	Idle / Turnover	2.50	1.2–39.3%	1.57 mS low stack	0.6 pp below	1.47

Per-Room Deep DiveAnálisis Sala por Sala

One card per active cultivation room. Steering intent (vegetatively vs generatively) is declared before the numbers. Dryback is reported in absolute percentage points (peak_VWC − pre-irrigation low), per AROYA convention. Substrate EC trajectory is read as the steering output, not as a feed setting.Una tarjeta por sala activa. La intención de manejo (vegetativa vs generativa) se declara antes de los números. Dryback en puntos porcentuales absolutos (peak_VWC − mínimo pre-riego), convención AROYA. Trayectoria CE sustrato leída como salida de manejo, no como ajuste de alimentación.

Click a room to focus its card + biophysics trace (click again to show all). Toggle Compare mode to multi-select rooms side by side.Haga clic en una sala para enfocar su tarjeta. Active modo Comparar para multiselección.

Veg 2 · Vegetative Room ID 6893 · FLOWER · 8 zones · NOT SET

Coverage 100% · n=336 hourly samples · 2026-05-27 → 2026-06-10

Daily dryback (mean, absolute pp) 4.3 pp below Peak VWC (daily mean) 26.4% P1 onset (ET) 14:32 Shots/day 0.6 Target 5–15 pp absolute (Vegetative) Pore EC mean / peak 2.89 / 5.20 mS below EC stack Δ (14d peak − trough) +3.41 mS VPD mean / max 1.16 / 1.48 above Air temp mean (swing) 80.6°F (3.1°F) RH mean 67.4% CO₂ mean no CO₂ sensor ppm

Steering intent: Vegetatively-steered (phase: Vegetative, signal-inferred — no HG roster this run, SPA session down). AROYA targets: dryback 5–15 pp absolute, pore EC 3.0–5.0 mS, VPD lights-on 0.8–1.1 kPa. P0 / P1 / P2 / P3 cadence — shot size 3–5%.
14-day observation (REAL): daily dryback 4.3 pp absolute (mean of daily peak − pre-irrigation low) · P1 onset 14:32 ET ± 0.2 h day-to-day · 0.6 shots/day (VWC step-up derived) · 0.0 P2 maintenance pulses/day · pore EC mean 2.89 mS · VPD lights-on 1.16 kPa. Steering intent: Vegetatively-steered (phase: Vegetative, signal-inferred — no HG roster this run, SPA session down). AROYA targets: dryback 5–15 pp absolute, pore EC 3.0–5.0 mS, VPD lights-on 0.8–1.1 kPa. P0 / P1 / P2 / P3 cadence — shot size 3–5%.
14-day observation (REAL): daily dryback 4.3 pp absolute (mean of daily peak − pre-irrigation low) · P1 onset 14:32 ET ± 0.2 h day-to-day · 0.6 shots/day (VWC step-up derived) · 0.0 P2 maintenance pulses/day · pore EC mean 2.89 mS · VPD lights-on 1.16 kPa.

14-day biophysics — small multiplesBiofísica de 14 días — multiplos pequeños

VWC (%)VWC (%)

Pore EC (mS/cm)EC de poro (mS/cm)

Substrate temp (°F)Temp. sustrato (°F)

VPD (kPa)VPD (kPa)

Air temp (°F)Temp. aire (°F)

RH (%)HR (%)

CO₂ (ppm)CO₂ (ppm)

Flower 4 · Early Flower / Stretch Room ID 6891 · FLOWER · 4 zones · NOT SET

Coverage 100% · n=336 hourly samples · 2026-05-27 → 2026-06-10

Daily dryback (mean, absolute pp) 20.8 pp in band Peak VWC (daily mean) 42.5% P1 onset (ET) 11:21 Shots/day 7.3 Target 20–30 pp absolute (Early Flower / Stretch) Pore EC mean / peak 6.84 / 16.38 mS in band EC stack Δ (14d peak − trough) +12.26 mS VPD mean / max 1.34 / 1.57 above Air temp mean (swing) 79.8°F (4.8°F) RH mean 61.3% CO₂ mean no CO₂ sensor ppm

Steering intent: Generatively-steered (phase: Early Flower / Stretch, signal-inferred — no HG roster this run, SPA session down). AROYA targets: dryback 20–30 pp absolute, pore EC 6.0–12.0 mS, VPD lights-on 1.0–1.2 kPa. P0 / P1 / P2 / P3 cadence — shot size 6–10%.
14-day observation (REAL): daily dryback 20.8 pp absolute (mean of daily peak − pre-irrigation low) · P1 onset 11:21 ET ± 0.5 h day-to-day · 7.3 shots/day (VWC step-up derived) · 1.1 P2 maintenance pulses/day · pore EC mean 6.84 mS · VPD lights-on 1.34 kPa. Steering intent: Generatively-steered (phase: Early Flower / Stretch, signal-inferred — no HG roster this run, SPA session down). AROYA targets: dryback 20–30 pp absolute, pore EC 6.0–12.0 mS, VPD lights-on 1.0–1.2 kPa. P0 / P1 / P2 / P3 cadence — shot size 6–10%.
14-day observation (REAL): daily dryback 20.8 pp absolute (mean of daily peak − pre-irrigation low) · P1 onset 11:21 ET ± 0.5 h day-to-day · 7.3 shots/day (VWC step-up derived) · 1.1 P2 maintenance pulses/day · pore EC mean 6.84 mS · VPD lights-on 1.34 kPa.

14-day biophysics — small multiplesBiofísica de 14 días — multiplos pequeños

VWC (%)VWC (%)

Pore EC (mS/cm)EC de poro (mS/cm)

Substrate temp (°F)Temp. sustrato (°F)

VPD (kPa)VPD (kPa)

Air temp (°F)Temp. aire (°F)

RH (%)HR (%)

CO₂ (ppm)CO₂ (ppm)

Flower 6 · Early Flower / Stretch Room ID 6895 · FLOWER · 4 zones · NOT SET

Coverage 100% · n=336 hourly samples · 2026-05-27 → 2026-06-10

Daily dryback (mean, absolute pp) 10.3 pp below Peak VWC (daily mean) 32.0% P1 onset (ET) 11:54 Shots/day 4.1 Target 20–30 pp absolute (Early Flower / Stretch) Pore EC mean / peak 8.17 / 26.50 mS in band EC stack Δ (14d peak − trough) +23.17 mS VPD mean / max 1.18 / 1.67 in band Air temp mean (swing) 78.2°F (4.1°F) RH mean 64.0% CO₂ mean no CO₂ sensor ppm

Steering intent: Generatively-steered (phase: Early Flower / Stretch, signal-inferred — no HG roster this run, SPA session down). AROYA targets: dryback 20–30 pp absolute, pore EC 6.0–12.0 mS, VPD lights-on 1.0–1.2 kPa. P0 / P1 / P2 / P3 cadence — shot size 6–10%.
14-day observation (REAL): daily dryback 10.3 pp absolute (mean of daily peak − pre-irrigation low) · P1 onset 11:54 ET ± 0.3 h day-to-day · 4.1 shots/day (VWC step-up derived) · 0.0 P2 maintenance pulses/day · pore EC mean 8.17 mS · VPD lights-on 1.18 kPa. Steering intent: Generatively-steered (phase: Early Flower / Stretch, signal-inferred — no HG roster this run, SPA session down). AROYA targets: dryback 20–30 pp absolute, pore EC 6.0–12.0 mS, VPD lights-on 1.0–1.2 kPa. P0 / P1 / P2 / P3 cadence — shot size 6–10%.
14-day observation (REAL): daily dryback 10.3 pp absolute (mean of daily peak − pre-irrigation low) · P1 onset 11:54 ET ± 0.3 h day-to-day · 4.1 shots/day (VWC step-up derived) · 0.0 P2 maintenance pulses/day · pore EC mean 8.17 mS · VPD lights-on 1.18 kPa.

14-day biophysics — small multiplesBiofísica de 14 días — multiplos pequeños

VWC (%)VWC (%)

Pore EC (mS/cm)EC de poro (mS/cm)

Substrate temp (°F)Temp. sustrato (°F)

VPD (kPa)VPD (kPa)

Air temp (°F)Temp. aire (°F)

RH (%)HR (%)

CO₂ (ppm)CO₂ (ppm)

Flower 10 · Early Flower / Stretch Room ID 6899 · FLOWER · 4 zones · NOT SET

Coverage 100% · n=336 hourly samples · 2026-05-27 → 2026-06-10

Daily dryback (mean, absolute pp) 28.8 pp in band Peak VWC (daily mean) 48.9% P1 onset (ET) 12:09 Shots/day 9.4 Target 20–30 pp absolute (Early Flower / Stretch) Pore EC mean / peak 7.49 / 19.05 mS in band EC stack Δ (14d peak − trough) +15.22 mS VPD mean / max 1.24 / 1.63 above Air temp mean (swing) 75.4°F (9.8°F) RH mean 59.0% CO₂ mean no CO₂ sensor ppm

Steering intent: Generatively-steered (phase: Early Flower / Stretch, signal-inferred — no HG roster this run, SPA session down). AROYA targets: dryback 20–30 pp absolute, pore EC 6.0–12.0 mS, VPD lights-on 1.0–1.2 kPa. P0 / P1 / P2 / P3 cadence — shot size 6–10%.
14-day observation (REAL): daily dryback 28.8 pp absolute (mean of daily peak − pre-irrigation low) · P1 onset 12:09 ET ± 0.5 h day-to-day · 9.4 shots/day (VWC step-up derived) · 0.9 P2 maintenance pulses/day · pore EC mean 7.49 mS · VPD lights-on 1.24 kPa. Steering intent: Generatively-steered (phase: Early Flower / Stretch, signal-inferred — no HG roster this run, SPA session down). AROYA targets: dryback 20–30 pp absolute, pore EC 6.0–12.0 mS, VPD lights-on 1.0–1.2 kPa. P0 / P1 / P2 / P3 cadence — shot size 6–10%.
14-day observation (REAL): daily dryback 28.8 pp absolute (mean of daily peak − pre-irrigation low) · P1 onset 12:09 ET ± 0.5 h day-to-day · 9.4 shots/day (VWC step-up derived) · 0.9 P2 maintenance pulses/day · pore EC mean 7.49 mS · VPD lights-on 1.24 kPa.

14-day biophysics — small multiplesBiofísica de 14 días — multiplos pequeños

VWC (%)VWC (%)

Pore EC (mS/cm)EC de poro (mS/cm)

Substrate temp (°F)Temp. sustrato (°F)

VPD (kPa)VPD (kPa)

Air temp (°F)Temp. aire (°F)

RH (%)HR (%)

CO₂ (ppm)CO₂ (ppm)

Flower 2 · Bulking / Vegetative 2 Room ID 6890 · FLOWER · 4 zones · NOT SET

Coverage 100% · n=336 hourly samples · 2026-05-27 → 2026-06-10

Daily dryback (mean, absolute pp) 17.3 pp in band Peak VWC (daily mean) 41.9% P1 onset (ET) 10:51 Shots/day 8.1 Target 12–18 pp absolute (Bulking / Vegetative 2) Pore EC mean / peak 5.23 / 13.53 mS in band EC stack Δ (14d peak − trough) +9.78 mS VPD mean / max 1.26 / 1.52 in band Air temp mean (swing) 77.1°F (4.9°F) RH mean 60.4% CO₂ mean no CO₂ sensor ppm

Steering intent: Vegetatively-steered (phase: Bulking / Vegetative 2, signal-inferred — no HG roster this run, SPA session down). AROYA targets: dryback 12–18 pp absolute, pore EC 4.0–7.0 mS, VPD lights-on 1.2–1.4 kPa. P0 / P1 / P2 / P3 cadence — shot size 3–5%.
14-day observation (REAL): daily dryback 17.3 pp absolute (mean of daily peak − pre-irrigation low) · P1 onset 10:51 ET ± 0.1 h day-to-day · 8.1 shots/day (VWC step-up derived) · 0.8 P2 maintenance pulses/day · pore EC mean 5.23 mS · VPD lights-on 1.26 kPa. Steering intent: Vegetatively-steered (phase: Bulking / Vegetative 2, signal-inferred — no HG roster this run, SPA session down). AROYA targets: dryback 12–18 pp absolute, pore EC 4.0–7.0 mS, VPD lights-on 1.2–1.4 kPa. P0 / P1 / P2 / P3 cadence — shot size 3–5%.
14-day observation (REAL): daily dryback 17.3 pp absolute (mean of daily peak − pre-irrigation low) · P1 onset 10:51 ET ± 0.1 h day-to-day · 8.1 shots/day (VWC step-up derived) · 0.8 P2 maintenance pulses/day · pore EC mean 5.23 mS · VPD lights-on 1.26 kPa.

14-day biophysics — small multiplesBiofísica de 14 días — multiplos pequeños

VWC (%)VWC (%)

Pore EC (mS/cm)EC de poro (mS/cm)

Substrate temp (°F)Temp. sustrato (°F)

VPD (kPa)VPD (kPa)

Air temp (°F)Temp. aire (°F)

RH (%)HR (%)

CO₂ (ppm)CO₂ (ppm)

Flower 3 · Bulking / Vegetative 2 Room ID 6892 · FLOWER · 4 zones · NOT SET

Coverage 100% · n=336 hourly samples · 2026-05-27 → 2026-06-10

Daily dryback (mean, absolute pp) 15.3 pp in band Peak VWC (daily mean) 40.9% P1 onset (ET) 10:57 Shots/day 7.6 Target 12–18 pp absolute (Bulking / Vegetative 2) Pore EC mean / peak 4.78 / 12.47 mS in band EC stack Δ (14d peak − trough) +8.66 mS VPD mean / max 1.22 / 1.46 in band Air temp mean (swing) 78.3°F (4.5°F) RH mean 63.1% CO₂ mean no CO₂ sensor ppm

Steering intent: Vegetatively-steered (phase: Bulking / Vegetative 2, signal-inferred — no HG roster this run, SPA session down). AROYA targets: dryback 12–18 pp absolute, pore EC 4.0–7.0 mS, VPD lights-on 1.2–1.4 kPa. P0 / P1 / P2 / P3 cadence — shot size 3–5%.
14-day observation (REAL): daily dryback 15.3 pp absolute (mean of daily peak − pre-irrigation low) · P1 onset 10:57 ET ± 0.1 h day-to-day · 7.6 shots/day (VWC step-up derived) · 1.6 P2 maintenance pulses/day · pore EC mean 4.78 mS · VPD lights-on 1.22 kPa. Steering intent: Vegetatively-steered (phase: Bulking / Vegetative 2, signal-inferred — no HG roster this run, SPA session down). AROYA targets: dryback 12–18 pp absolute, pore EC 4.0–7.0 mS, VPD lights-on 1.2–1.4 kPa. P0 / P1 / P2 / P3 cadence — shot size 3–5%.
14-day observation (REAL): daily dryback 15.3 pp absolute (mean of daily peak − pre-irrigation low) · P1 onset 10:57 ET ± 0.1 h day-to-day · 7.6 shots/day (VWC step-up derived) · 1.6 P2 maintenance pulses/day · pore EC mean 4.78 mS · VPD lights-on 1.22 kPa.

14-day biophysics — small multiplesBiofísica de 14 días — multiplos pequeños

VWC (%)VWC (%)

Pore EC (mS/cm)EC de poro (mS/cm)

Substrate temp (°F)Temp. sustrato (°F)

VPD (kPa)VPD (kPa)

Air temp (°F)Temp. aire (°F)

RH (%)HR (%)

CO₂ (ppm)CO₂ (ppm)

Flower 5 · Bulking / Vegetative 2 Room ID 6894 · FLOWER · 4 zones · NOT SET

Coverage 100% · n=336 hourly samples · 2026-05-27 → 2026-06-10

Daily dryback (mean, absolute pp) 12.9 pp in band Peak VWC (daily mean) 35.8% P1 onset (ET) 11:37 Shots/day 5.4 Target 12–18 pp absolute (Bulking / Vegetative 2) Pore EC mean / peak 7.90 / 16.78 mS above EC stack Δ (14d peak − trough) +13.15 mS VPD mean / max 1.24 / 1.54 in band Air temp mean (swing) 78.5°F (4.7°F) RH mean 62.9% CO₂ mean no CO₂ sensor ppm

Steering intent: Vegetatively-steered (phase: Bulking / Vegetative 2, signal-inferred — no HG roster this run, SPA session down). AROYA targets: dryback 12–18 pp absolute, pore EC 4.0–7.0 mS, VPD lights-on 1.2–1.4 kPa. P0 / P1 / P2 / P3 cadence — shot size 3–5%.
14-day observation (REAL): daily dryback 12.9 pp absolute (mean of daily peak − pre-irrigation low) · P1 onset 11:37 ET ± 0.9 h day-to-day · 5.4 shots/day (VWC step-up derived) · 0.1 P2 maintenance pulses/day · pore EC mean 7.90 mS · VPD lights-on 1.24 kPa. Steering intent: Vegetatively-steered (phase: Bulking / Vegetative 2, signal-inferred — no HG roster this run, SPA session down). AROYA targets: dryback 12–18 pp absolute, pore EC 4.0–7.0 mS, VPD lights-on 1.2–1.4 kPa. P0 / P1 / P2 / P3 cadence — shot size 3–5%.
14-day observation (REAL): daily dryback 12.9 pp absolute (mean of daily peak − pre-irrigation low) · P1 onset 11:37 ET ± 0.9 h day-to-day · 5.4 shots/day (VWC step-up derived) · 0.1 P2 maintenance pulses/day · pore EC mean 7.90 mS · VPD lights-on 1.24 kPa.

14-day biophysics — small multiplesBiofísica de 14 días — multiplos pequeños

VWC (%)VWC (%)

Pore EC (mS/cm)EC de poro (mS/cm)

Substrate temp (°F)Temp. sustrato (°F)

VPD (kPa)VPD (kPa)

Air temp (°F)Temp. aire (°F)

RH (%)HR (%)

CO₂ (ppm)CO₂ (ppm)

Flower 7 · Bulking / Vegetative 2 Room ID 6896 · FLOWER · 4 zones · NOT SET

Coverage 99% · n=333 hourly samples · 2026-05-27 → 2026-06-10

Daily dryback (mean, absolute pp) 9.3 pp below Peak VWC (daily mean) 31.3% P1 onset (ET) 13:00 Shots/day 3.1 Target 12–18 pp absolute (Bulking / Vegetative 2) Pore EC mean / peak 4.60 / 29.89 mS in band EC stack Δ (14d peak − trough) +29.89 mS VPD mean / max 1.20 / 1.53 in band Air temp mean (swing) 77.6°F (11.0°F) RH mean 62.6% CO₂ mean no CO₂ sensor ppm

Steering intent: Vegetatively-steered (phase: Bulking / Vegetative 2, signal-inferred — no HG roster this run, SPA session down). AROYA targets: dryback 12–18 pp absolute, pore EC 4.0–7.0 mS, VPD lights-on 1.2–1.4 kPa. P0 / P1 / P2 / P3 cadence — shot size 3–5%.
14-day observation (REAL): daily dryback 9.3 pp absolute (mean of daily peak − pre-irrigation low) · P1 onset 13:00 ET ± 3.1 h day-to-day · 3.1 shots/day (VWC step-up derived) · 0.0 P2 maintenance pulses/day · pore EC mean 4.60 mS · VPD lights-on 1.20 kPa. Steering intent: Vegetatively-steered (phase: Bulking / Vegetative 2, signal-inferred — no HG roster this run, SPA session down). AROYA targets: dryback 12–18 pp absolute, pore EC 4.0–7.0 mS, VPD lights-on 1.2–1.4 kPa. P0 / P1 / P2 / P3 cadence — shot size 3–5%.
14-day observation (REAL): daily dryback 9.3 pp absolute (mean of daily peak − pre-irrigation low) · P1 onset 13:00 ET ± 3.1 h day-to-day · 3.1 shots/day (VWC step-up derived) · 0.0 P2 maintenance pulses/day · pore EC mean 4.60 mS · VPD lights-on 1.20 kPa.

14-day biophysics — small multiplesBiofísica de 14 días — multiplos pequeños

VWC (%)VWC (%)

Pore EC (mS/cm)EC de poro (mS/cm)

Substrate temp (°F)Temp. sustrato (°F)

VPD (kPa)VPD (kPa)

Air temp (°F)Temp. aire (°F)

RH (%)HR (%)

CO₂ (ppm)CO₂ (ppm)

Flower 8 · Bulking / Vegetative 2 Room ID 6897 · FLOWER · 4 zones · NOT SET

Coverage 99% · n=332 hourly samples · 2026-05-27 → 2026-06-10

Daily dryback (mean, absolute pp) 12.5 pp in band Peak VWC (daily mean) 34.4% P1 onset (ET) 12:39 Shots/day 4.6 Target 12–18 pp absolute (Bulking / Vegetative 2) Pore EC mean / peak 6.23 / 18.59 mS in band EC stack Δ (14d peak − trough) +18.59 mS VPD mean / max 1.19 / 1.56 below Air temp mean (swing) 74.7°F (12.0°F) RH mean 59.4% CO₂ mean no CO₂ sensor ppm

Steering intent: Vegetatively-steered (phase: Bulking / Vegetative 2, signal-inferred — no HG roster this run, SPA session down). AROYA targets: dryback 12–18 pp absolute, pore EC 4.0–7.0 mS, VPD lights-on 1.2–1.4 kPa. P0 / P1 / P2 / P3 cadence — shot size 3–5%.
14-day observation (REAL): daily dryback 12.5 pp absolute (mean of daily peak − pre-irrigation low) · P1 onset 12:39 ET ± 0.9 h day-to-day · 4.6 shots/day (VWC step-up derived) · 0.5 P2 maintenance pulses/day · pore EC mean 6.23 mS · VPD lights-on 1.19 kPa. Steering intent: Vegetatively-steered (phase: Bulking / Vegetative 2, signal-inferred — no HG roster this run, SPA session down). AROYA targets: dryback 12–18 pp absolute, pore EC 4.0–7.0 mS, VPD lights-on 1.2–1.4 kPa. P0 / P1 / P2 / P3 cadence — shot size 3–5%.
14-day observation (REAL): daily dryback 12.5 pp absolute (mean of daily peak − pre-irrigation low) · P1 onset 12:39 ET ± 0.9 h day-to-day · 4.6 shots/day (VWC step-up derived) · 0.5 P2 maintenance pulses/day · pore EC mean 6.23 mS · VPD lights-on 1.19 kPa.

14-day biophysics — small multiplesBiofísica de 14 días — multiplos pequeños

VWC (%)VWC (%)

Pore EC (mS/cm)EC de poro (mS/cm)

Substrate temp (°F)Temp. sustrato (°F)

VPD (kPa)VPD (kPa)

Air temp (°F)Temp. aire (°F)

RH (%)HR (%)

CO₂ (ppm)CO₂ (ppm)

Flower 9 · Ripening / Generative 2 Room ID 6898 · FLOWER · 4 zones · NOT SET

Coverage 100% · n=336 hourly samples · 2026-05-27 → 2026-06-10

Daily dryback (mean, absolute pp) 25.1 pp in band Peak VWC (daily mean) 42.5% P1 onset (ET) 12:20 Shots/day 8.9 Target 25–35 pp absolute (Ripening / Generative 2) Pore EC mean / peak 6.34 / 23.25 mS in band EC stack Δ (14d peak − trough) +20.59 mS VPD mean / max 1.32 / 1.62 below Air temp mean (swing) 74.5°F (9.5°F) RH mean 54.8% CO₂ mean no CO₂ sensor ppm

Steering intent: Generatively-steered (phase: Ripening / Generative 2, signal-inferred — no HG roster this run, SPA session down). AROYA targets: dryback 25–35 pp absolute, pore EC 6.0–8.0 mS, VPD lights-on 1.4–1.6 kPa. P0 / P1 / P2 / P3 cadence — shot size 6–10%.
14-day observation (REAL): daily dryback 25.1 pp absolute (mean of daily peak − pre-irrigation low) · P1 onset 12:20 ET ± 0.1 h day-to-day · 8.9 shots/day (VWC step-up derived) · 0.1 P2 maintenance pulses/day · pore EC mean 6.34 mS · VPD lights-on 1.32 kPa. Steering intent: Generatively-steered (phase: Ripening / Generative 2, signal-inferred — no HG roster this run, SPA session down). AROYA targets: dryback 25–35 pp absolute, pore EC 6.0–8.0 mS, VPD lights-on 1.4–1.6 kPa. P0 / P1 / P2 / P3 cadence — shot size 6–10%.
14-day observation (REAL): daily dryback 25.1 pp absolute (mean of daily peak − pre-irrigation low) · P1 onset 12:20 ET ± 0.1 h day-to-day · 8.9 shots/day (VWC step-up derived) · 0.1 P2 maintenance pulses/day · pore EC mean 6.34 mS · VPD lights-on 1.32 kPa.

14-day biophysics — small multiplesBiofísica de 14 días — multiplos pequeños

VWC (%)VWC (%)

Pore EC (mS/cm)EC de poro (mS/cm)

Substrate temp (°F)Temp. sustrato (°F)

VPD (kPa)VPD (kPa)

Air temp (°F)Temp. aire (°F)

RH (%)HR (%)

CO₂ (ppm)CO₂ (ppm)

Flower 11 · Ripening / Generative 2 Room ID 6900 · FLOWER · 4 zones · NOT SET

Coverage 100% · n=336 hourly samples · 2026-05-27 → 2026-06-10

Daily dryback (mean, absolute pp) 25.8 pp in band Peak VWC (daily mean) 47.5% P1 onset (ET) 11:31 Shots/day 8.3 Target 25–35 pp absolute (Ripening / Generative 2) Pore EC mean / peak 9.09 / 18.07 mS above EC stack Δ (14d peak − trough) +12.55 mS VPD mean / max 1.38 / 1.70 below Air temp mean (swing) 76.8°F (10.3°F) RH mean 56.1% CO₂ mean no CO₂ sensor ppm

Steering intent: Generatively-steered (phase: Ripening / Generative 2, signal-inferred — no HG roster this run, SPA session down). AROYA targets: dryback 25–35 pp absolute, pore EC 6.0–8.0 mS, VPD lights-on 1.4–1.6 kPa. P0 / P1 / P2 / P3 cadence — shot size 6–10%.
14-day observation (REAL): daily dryback 25.8 pp absolute (mean of daily peak − pre-irrigation low) · P1 onset 11:31 ET ± 0.1 h day-to-day · 8.3 shots/day (VWC step-up derived) · 0.6 P2 maintenance pulses/day · pore EC mean 9.09 mS · VPD lights-on 1.38 kPa. Steering intent: Generatively-steered (phase: Ripening / Generative 2, signal-inferred — no HG roster this run, SPA session down). AROYA targets: dryback 25–35 pp absolute, pore EC 6.0–8.0 mS, VPD lights-on 1.4–1.6 kPa. P0 / P1 / P2 / P3 cadence — shot size 6–10%.
14-day observation (REAL): daily dryback 25.8 pp absolute (mean of daily peak − pre-irrigation low) · P1 onset 11:31 ET ± 0.1 h day-to-day · 8.3 shots/day (VWC step-up derived) · 0.6 P2 maintenance pulses/day · pore EC mean 9.09 mS · VPD lights-on 1.38 kPa.

14-day biophysics — small multiplesBiofísica de 14 días — multiplos pequeños

VWC (%)VWC (%)

Pore EC (mS/cm)EC de poro (mS/cm)

Substrate temp (°F)Temp. sustrato (°F)

VPD (kPa)VPD (kPa)

Air temp (°F)Temp. aire (°F)

RH (%)HR (%)

CO₂ (ppm)CO₂ (ppm)

Flower 1 · Idle / Turnover Room ID 6889 · FLOWER · 4 zones · NOT SET

Coverage 100% · n=336 hourly samples · 2026-05-27 → 2026-06-10

Daily dryback (mean, absolute pp) 0.6 pp below Peak VWC (daily mean) 15.6% P1 onset (ET) 14:54 Shots/day 0.2 Target 5–15 pp absolute (Idle / Turnover) Pore EC mean / peak 1.57 / 4.79 mS below EC stack Δ (14d peak − trough) +4.79 mS VPD mean / max 1.47 / 2.50 above Air temp mean (swing) 76.8°F (11.3°F) RH mean 52.3% CO₂ mean no CO₂ sensor ppm

Steering intent: Mixed (phase: Idle / Turnover, signal-inferred — no HG roster this run, SPA session down). AROYA targets: dryback 5–15 pp absolute, pore EC 2.0–5.0 mS, VPD lights-on 0.8–1.4 kPa. P0 / P1 / P2 / P3 cadence — shot size 2–6%.
14-day observation (REAL): daily dryback 0.6 pp absolute (mean of daily peak − pre-irrigation low) · P1 onset 14:54 ET ± 0.0 h day-to-day · 0.2 shots/day (VWC step-up derived) · 0.0 P2 maintenance pulses/day · pore EC mean 1.57 mS · VPD lights-on 1.47 kPa. Steering intent: Mixed (phase: Idle / Turnover, signal-inferred — no HG roster this run, SPA session down). AROYA targets: dryback 5–15 pp absolute, pore EC 2.0–5.0 mS, VPD lights-on 0.8–1.4 kPa. P0 / P1 / P2 / P3 cadence — shot size 2–6%.
14-day observation (REAL): daily dryback 0.6 pp absolute (mean of daily peak − pre-irrigation low) · P1 onset 14:54 ET ± 0.0 h day-to-day · 0.2 shots/day (VWC step-up derived) · 0.0 P2 maintenance pulses/day · pore EC mean 1.57 mS · VPD lights-on 1.47 kPa.

14-day biophysics — small multiplesBiofísica de 14 días — multiplos pequeños

VWC (%)VWC (%)

Pore EC (mS/cm)EC de poro (mS/cm)

Substrate temp (°F)Temp. sustrato (°F)

VPD (kPa)VPD (kPa)

Air temp (°F)Temp. aire (°F)

RH (%)HR (%)

CO₂ (ppm)CO₂ (ppm)

Phase Biophysics — 6-Chart Room TraceBiofísica de Fase — 6 Gráficos por Sala

For each room: VWC, pore EC, substrate temp, VPD, air-temp / RH, and CO₂ over the 14-day window. Phase target bands shown as shaded ribbons. Read top-to-bottom per room: dryback shape (VWC) → EC stack (pore EC) → root-zone temp → atmospheric driver (VPD, air, CO₂). Rockwool slab physics: FC 60–85%, zero CEC, extreme steerability, low forgiveness — drybacks need to land in the band tightly.Por sala: VWC, CE poro, temp sustrato, VPD, temp aire / HR y CO₂. Bandas objetivo como cintas sombreadas. Física rockwool: FC 60–85%, CEC cero, alta capacidad de manejo.

Veg 2 Vegetative

REAL 14-day hourly trace (2026-05-27 → 2026-06-10, 336 hourly room-mean points, n=336 samples per metric aggregated across all zones). Vegetative target bands shaded. Lead with VWC dryback envelope (absolute pp), then pore EC for stack discipline, then VPD / Temp / RH for atmospheric drivers. REAL 14-day hourly trace (2026-05-27 → 2026-06-10, 336 hourly room-mean points, n=336 samples per metric aggregated across all zones). Vegetative target bands shaded. Lead with VWC dryback envelope (absolute pp), then pore EC for stack discipline, then VPD / Temp / RH for atmospheric drivers.

VWC (%) absolute dryback target 5–15 pp · phase Vegetative

Pore EC (mS/cm) phase stack band 3.0–5.0 mS

Substrate temp (°F)

VPD (kPa) lights-on 0.8–1.1 kPa

Air temp (°F) / RH (%)

CO₂ (ppm)

Flower 4 Early Flower / Stretch

REAL 14-day hourly trace (2026-05-27 → 2026-06-10, 336 hourly room-mean points, n=336 samples per metric aggregated across all zones). Early Flower / Stretch target bands shaded. Lead with VWC dryback envelope (absolute pp), then pore EC for stack discipline, then VPD / Temp / RH for atmospheric drivers. REAL 14-day hourly trace (2026-05-27 → 2026-06-10, 336 hourly room-mean points, n=336 samples per metric aggregated across all zones). Early Flower / Stretch target bands shaded. Lead with VWC dryback envelope (absolute pp), then pore EC for stack discipline, then VPD / Temp / RH for atmospheric drivers.

VWC (%) absolute dryback target 20–30 pp · phase Early Flower / Stretch

Pore EC (mS/cm) phase stack band 6.0–12.0 mS

Substrate temp (°F)

VPD (kPa) lights-on 1.0–1.2 kPa

Air temp (°F) / RH (%)

CO₂ (ppm)

Flower 6 Early Flower / Stretch

VWC (%) absolute dryback target 20–30 pp · phase Early Flower / Stretch

Pore EC (mS/cm) phase stack band 6.0–12.0 mS

Substrate temp (°F)

VPD (kPa) lights-on 1.0–1.2 kPa

Air temp (°F) / RH (%)

CO₂ (ppm)

Flower 10 Early Flower / Stretch

VWC (%) absolute dryback target 20–30 pp · phase Early Flower / Stretch

Pore EC (mS/cm) phase stack band 6.0–12.0 mS

Substrate temp (°F)

VPD (kPa) lights-on 1.0–1.2 kPa

Air temp (°F) / RH (%)

CO₂ (ppm)

Flower 2 Bulking / Vegetative 2

REAL 14-day hourly trace (2026-05-27 → 2026-06-10, 336 hourly room-mean points, n=336 samples per metric aggregated across all zones). Bulking / Vegetative 2 target bands shaded. Lead with VWC dryback envelope (absolute pp), then pore EC for stack discipline, then VPD / Temp / RH for atmospheric drivers. REAL 14-day hourly trace (2026-05-27 → 2026-06-10, 336 hourly room-mean points, n=336 samples per metric aggregated across all zones). Bulking / Vegetative 2 target bands shaded. Lead with VWC dryback envelope (absolute pp), then pore EC for stack discipline, then VPD / Temp / RH for atmospheric drivers.

VWC (%) absolute dryback target 12–18 pp · phase Bulking / Vegetative 2

Pore EC (mS/cm) phase stack band 4.0–7.0 mS

Substrate temp (°F)

VPD (kPa) lights-on 1.2–1.4 kPa

Air temp (°F) / RH (%)

CO₂ (ppm)

Flower 3 Bulking / Vegetative 2

VWC (%) absolute dryback target 12–18 pp · phase Bulking / Vegetative 2

Pore EC (mS/cm) phase stack band 4.0–7.0 mS

Substrate temp (°F)

VPD (kPa) lights-on 1.2–1.4 kPa

Air temp (°F) / RH (%)

CO₂ (ppm)

Flower 5 Bulking / Vegetative 2

VWC (%) absolute dryback target 12–18 pp · phase Bulking / Vegetative 2

Pore EC (mS/cm) phase stack band 4.0–7.0 mS

Substrate temp (°F)

VPD (kPa) lights-on 1.2–1.4 kPa

Air temp (°F) / RH (%)

CO₂ (ppm)

Flower 7 Bulking / Vegetative 2

REAL 14-day hourly trace (2026-05-27 → 2026-06-10, 336 hourly room-mean points, n=333 samples per metric aggregated across all zones). Bulking / Vegetative 2 target bands shaded. Lead with VWC dryback envelope (absolute pp), then pore EC for stack discipline, then VPD / Temp / RH for atmospheric drivers. REAL 14-day hourly trace (2026-05-27 → 2026-06-10, 336 hourly room-mean points, n=333 samples per metric aggregated across all zones). Bulking / Vegetative 2 target bands shaded. Lead with VWC dryback envelope (absolute pp), then pore EC for stack discipline, then VPD / Temp / RH for atmospheric drivers.

VWC (%) absolute dryback target 12–18 pp · phase Bulking / Vegetative 2

Pore EC (mS/cm) phase stack band 4.0–7.0 mS

Substrate temp (°F)

VPD (kPa) lights-on 1.2–1.4 kPa

Air temp (°F) / RH (%)

CO₂ (ppm)

Flower 8 Bulking / Vegetative 2

REAL 14-day hourly trace (2026-05-27 → 2026-06-10, 336 hourly room-mean points, n=332 samples per metric aggregated across all zones). Bulking / Vegetative 2 target bands shaded. Lead with VWC dryback envelope (absolute pp), then pore EC for stack discipline, then VPD / Temp / RH for atmospheric drivers. REAL 14-day hourly trace (2026-05-27 → 2026-06-10, 336 hourly room-mean points, n=332 samples per metric aggregated across all zones). Bulking / Vegetative 2 target bands shaded. Lead with VWC dryback envelope (absolute pp), then pore EC for stack discipline, then VPD / Temp / RH for atmospheric drivers.

VWC (%) absolute dryback target 12–18 pp · phase Bulking / Vegetative 2

Pore EC (mS/cm) phase stack band 4.0–7.0 mS

Substrate temp (°F)

VPD (kPa) lights-on 1.2–1.4 kPa

Air temp (°F) / RH (%)

CO₂ (ppm)

Flower 9 Ripening / Generative 2

REAL 14-day hourly trace (2026-05-27 → 2026-06-10, 336 hourly room-mean points, n=336 samples per metric aggregated across all zones). Ripening / Generative 2 target bands shaded. Lead with VWC dryback envelope (absolute pp), then pore EC for stack discipline, then VPD / Temp / RH for atmospheric drivers. REAL 14-day hourly trace (2026-05-27 → 2026-06-10, 336 hourly room-mean points, n=336 samples per metric aggregated across all zones). Ripening / Generative 2 target bands shaded. Lead with VWC dryback envelope (absolute pp), then pore EC for stack discipline, then VPD / Temp / RH for atmospheric drivers.

VWC (%) absolute dryback target 25–35 pp · phase Ripening / Generative 2

Pore EC (mS/cm) phase stack band 6.0–8.0 mS

Substrate temp (°F)

VPD (kPa) lights-on 1.4–1.6 kPa

Air temp (°F) / RH (%)

CO₂ (ppm)

Flower 11 Ripening / Generative 2

VWC (%) absolute dryback target 25–35 pp · phase Ripening / Generative 2

Pore EC (mS/cm) phase stack band 6.0–8.0 mS

Substrate temp (°F)

VPD (kPa) lights-on 1.4–1.6 kPa

Air temp (°F) / RH (%)

CO₂ (ppm)

Flower 1 Idle / Turnover

REAL 14-day hourly trace (2026-05-27 → 2026-06-10, 336 hourly room-mean points, n=336 samples per metric aggregated across all zones). Idle / Turnover target bands shaded. Lead with VWC dryback envelope (absolute pp), then pore EC for stack discipline, then VPD / Temp / RH for atmospheric drivers. REAL 14-day hourly trace (2026-05-27 → 2026-06-10, 336 hourly room-mean points, n=336 samples per metric aggregated across all zones). Idle / Turnover target bands shaded. Lead with VWC dryback envelope (absolute pp), then pore EC for stack discipline, then VPD / Temp / RH for atmospheric drivers.

VWC (%) absolute dryback target 5–15 pp · phase Idle / Turnover

Pore EC (mS/cm) phase stack band 2.0–5.0 mS

Substrate temp (°F)

VPD (kPa) lights-on 0.8–1.4 kPa

Air temp (°F) / RH (%)

CO₂ (ppm)

Irrigation Shot-Cycle — P0 / P1 / P2 / P3Ciclo de Riego — P0 / P1 / P2 / P3

The 4-phase day is the grower's controller programming: P0 activation (lights-on → first shot), P1 ramp-up (small shots back to FC + first runoff), P2 maintenance (pulses holding VWC at FC, EC managed via runoff), P3 dry-down (last shot → next morning, the primary steering lever). The table below is the room-by-room answer to the consistency question: observed P1 onset (ET clock time ± day-to-day variation), shots/day, P2 pulses/day, daily peak VWC, and daily dryback — all derived from VWC step-up signatures (≥0.8 pp rise between consecutive ~9-min samples; no flow telemetry — see §10). Same-phase rooms should match on every column; the spreads are the finding.El día de 4 fases es la programación del controlador: P0 activación, P1 rampa, P2 mantenimiento, P3 dry-down. La tabla muestra valores observados derivados de firmas de subida VWC; salas de la misma fase deben coincidir en cada columna.

RoomSala	PhaseFase	P1 onset ET (± day-to-day)inicio ET (± diario)	Shots/day (VWC-derived)Shots/día (derivado VWC)	P2 pulses/daypulsos/día	Peak VWC (daily mean)VWC pico (media diaria)	Shot size targetTamaño shot objetivo	Daily dryback (absolute pp)Dryback diario (pp absoluto)	Steering intentIntención de manejo	Data agrees?¿Datos acuerdan?
Veg 2	Vegetative	14:32 ± 0.2h	0.6	0.0	26.4%	3–5%	4.3 pp ± 5.6	Vegetative	under-dry
Flower 4	Early Flower / Stretch	11:21 ± 0.5h	7.3	1.1	42.5%	6–10%	20.8 pp ± 3.6	Generative	agrees
Flower 6	Early Flower / Stretch	11:54 ± 0.3h	4.1	0.0	32.0%	6–10%	10.3 pp ± 2.8	Generative	under-dry
Flower 10	Early Flower / Stretch	12:09 ± 0.5h	9.4	0.9	48.9%	6–10%	28.8 pp ± 3.0	Generative	agrees
Flower 2	Bulking / Vegetative 2	10:51 ± 0.1h	8.1	0.8	41.9%	3–5%	17.3 pp ± 1.6	Vegetative	agrees
Flower 3	Bulking / Vegetative 2	10:57 ± 0.1h	7.6	1.6	40.9%	3–5%	15.3 pp ± 1.4	Vegetative	agrees
Flower 5	Bulking / Vegetative 2	11:37 ± 0.9h	5.4	0.1	35.8%	3–5%	12.9 pp ± 3.7	Vegetative	agrees
Flower 7	Bulking / Vegetative 2	13:00 ± 3.1h	3.1	0.0	31.3%	3–5%	9.3 pp ± 4.2	Vegetative	under-dry
Flower 8	Bulking / Vegetative 2	12:39 ± 0.9h	4.6	0.5	34.4%	3–5%	12.5 pp ± 8.3	Vegetative	agrees
Flower 9	Ripening / Generative 2	12:20 ± 0.1h	8.9	0.1	42.5%	6–10%	25.1 pp ± 3.7	Generative	agrees
Flower 11	Ripening / Generative 2	11:31 ± 0.1h	8.3	0.6	47.5%	6–10%	25.8 pp ± 0.8	Generative	agrees
Flower 1	Idle / Turnover	14:54 ± 0.0h	0.2	0.0	15.6%	2–6%	0.6 pp ± 0.5	Vegetative	under-dry

Configuration — Phase Target RangesConfiguración — Rangos Objetivo de Fase

Per-room phase classification (signal-inferred) with the AROYA target band lookup for that phase: feed EC, P0 delay, P1 shot size, dryback (absolute pp), pore EC band, VPD band, and air-temp band. The §5 and §6 cards measure observed minus target.Clasificación de fase por sala (inferida por señal) con búsqueda de bandas objetivo AROYA para esa fase.

Phase ladder — generative crop-steering (substrate type not set in AROYA config; signal reads lean/high-steerability)Escalera de fases — manejo generativo (sustrato sin definir en AROYA)

Root-in (dryback 10–15 pp, shot 1–3%, EC feed ~3 mS, VPD ~0.8) → Veg (dryback 5–15 pp, shot 3–5%, substrate EC 3.0–5.0, VPD 0.8–1.1) → Early flower / stretch (dryback 20–30 pp absolute, shot 6–10%, P0 delay 120–240 min, substrate EC stacking 6.0–12.0, VPD 1.0–1.2) → Bulking / Veg 2 (dryback 12–18 pp, shot 3–5%, runoff 20–30%, substrate EC pulled back 4.0–7.0, VPD 1.2–1.4) → Ripening / Gen 2 (dryback 25–35 pp absolute · push to 40 pp final week, shot 6–10%, substrate EC restack 6.0–8.0, VPD 1.4–1.6). All numbers are AROYA Crop Steering: The Ultimate Guide; Grodan Cannabis Edition Ch. 3–4; Athena Vegetative Stage Guide; Growlink Crop Steering E-Book.Root-in (dryback 10–15 pp, shot 1–3%, CE alim. ~3 mS) → Veg (5–15 pp, 3–5%, CE 3.0–5.0) → Floración temprana (20–30 pp absoluto, 6–10%, retraso P0 120–240 min, CE apilando 6.0–12.0) → Bulking (12–18 pp, 3–5%, runoff 20–30%, CE 4.0–7.0) → Maduración (25–35 pp absoluto, 6–10%, CE re-apila 6.0–8.0).

RoomSala	Phase (inferred)Fase (inferida)	LightsLuces	Phase configConfig fase	P1 shot sizetamaño shot	Dryback target (absolute pp)Dryback objetivo (pp absoluto)	Pore EC bandBanda CE poro	VPD band on/offBanda VPD on/off	Temp on bandBanda temp on
Veg 2 NOT SET · 8 zones · room ID 6893	Vegetative (projected from 2026-05-27 HG roster)	12h photoperiod	Vegetative phase config	3–5% (P1 ramp)	5–15 pp absolute	3.0–5.0 mS	0.8–1.1 / 0.6–0.9 kPa	76–82°F
Flower 4 NOT SET · 4 zones · room ID 6891	Early Flower / Stretch (projected from 2026-05-27 HG roster)	12h photoperiod	Early Flower / Stretch phase config	6–10% (P1 ramp)	20–30 pp absolute	6.0–12.0 mS	1.0–1.2 / 0.8–1.0 kPa	77–84°F
Flower 6 NOT SET · 4 zones · room ID 6895	Early Flower / Stretch (projected from 2026-05-27 HG roster)	12h photoperiod	Early Flower / Stretch phase config	6–10% (P1 ramp)	20–30 pp absolute	6.0–12.0 mS	1.0–1.2 / 0.8–1.0 kPa	77–84°F
Flower 10 NOT SET · 4 zones · room ID 6899	Early Flower / Stretch (projected from 2026-05-27 HG roster)	12h photoperiod	Early Flower / Stretch phase config	6–10% (P1 ramp)	20–30 pp absolute	6.0–12.0 mS	1.0–1.2 / 0.8–1.0 kPa	77–84°F
Flower 2 NOT SET · 4 zones · room ID 6890	Bulking / Vegetative 2 (projected from 2026-05-27 HG roster)	12h photoperiod	Bulking / Vegetative 2 phase config	3–5% (P1 ramp)	12–18 pp absolute	4.0–7.0 mS	1.2–1.4 / 0.9–1.1 kPa	74–80°F
Flower 3 NOT SET · 4 zones · room ID 6892	Bulking / Vegetative 2 (projected from 2026-05-27 HG roster)	12h photoperiod	Bulking / Vegetative 2 phase config	3–5% (P1 ramp)	12–18 pp absolute	4.0–7.0 mS	1.2–1.4 / 0.9–1.1 kPa	74–80°F
Flower 5 NOT SET · 4 zones · room ID 6894	Bulking / Vegetative 2 (projected from 2026-05-27 HG roster)	12h photoperiod	Bulking / Vegetative 2 phase config	3–5% (P1 ramp)	12–18 pp absolute	4.0–7.0 mS	1.2–1.4 / 0.9–1.1 kPa	74–80°F
Flower 7 NOT SET · 4 zones · room ID 6896	Bulking / Vegetative 2 (projected from 2026-05-27 HG roster)	12h photoperiod	Bulking / Vegetative 2 phase config	3–5% (P1 ramp)	12–18 pp absolute	4.0–7.0 mS	1.2–1.4 / 0.9–1.1 kPa	74–80°F
Flower 8 NOT SET · 4 zones · room ID 6897	Bulking / Vegetative 2 (projected from 2026-05-27 HG roster)	12h photoperiod	Bulking / Vegetative 2 phase config	3–5% (P1 ramp)	12–18 pp absolute	4.0–7.0 mS	1.2–1.4 / 0.9–1.1 kPa	74–80°F
Flower 9 NOT SET · 4 zones · room ID 6898	Ripening / Generative 2 (projected from 2026-05-27 HG roster)	12h photoperiod	Ripening / Generative 2 phase config	6–10% (P1 ramp)	25–35 pp absolute	6.0–8.0 mS	1.4–1.6 / 1.0–1.2 kPa	72–78°F
Flower 11 NOT SET · 4 zones · room ID 6900	Ripening / Generative 2 (projected from 2026-05-27 HG roster)	12h photoperiod	Ripening / Generative 2 phase config	6–10% (P1 ramp)	25–35 pp absolute	6.0–8.0 mS	1.4–1.6 / 1.0–1.2 kPa	72–78°F
Flower 1 NOT SET · 4 zones · room ID 6889	Idle / Turnover (projected from 2026-05-27 HG roster)	12h photoperiod	Idle / Turnover phase config	2–6% (P1 ramp)	5–15 pp absolute	2.0–5.0 mS	0.8–1.4 / 0.6–1.1 kPa	72–82°F

RecommendationsRecomendaciones

Prioritized 4–7 items. Owner = facility manager / production lead; Grower = day-to-day room operator; Process = AROYA / Addium follow-up. Each rec ties back to the phase, the data signal, and the AROYA / Grodan / Athena / Growlink reference body.4–7 items priorizados. Owner = jefe; Grower = operador; Process = AROYA / Addium.

Grower Bulking cohort — converge the recipe to the 12–18 pp band

Standardize one bulking program: lift P1 volume / add P2 maintenance pulses in the under-drying rooms (Flower 5, Flower 7 at ~9–13 pp) and hold the high rooms at the top of the band, so the cohort lands 12–18 pp absolute consistently

The bulking cohort spans 9.3–17.3 pp daily dryback (12–18 pp target) — the high rooms are correct, but the shallow rooms are under-driving the dry-down. Peak VWC spreads 10.6 pp (31.3–41.9%) and pore EC scatters across the cohort. Bulking is the turgor / cellular-expansion phase — vegetatively-steered, FC defended through P2. Convergence here protects bulking weight and tightens EC discipline.

Grower All flower rooms — standardize P1 onset per phase

Pick ONE P1 start time per phase recipe (e.g. lights-on + 60–90 min in bulking; + 120–240 min in stretch/ripening) and program it identically in same-phase rooms

First-shot clock time spreads 2.15 h across the bulking cohort — same phase, different clocks. The ripening pair already holds its onset within 0.1 h day-to-day; use its controller program as the template. Same phase, same recipe, same clock is the single clearest irrigation-consistency lever.

Grower Early-flower split — confirm phase, then converge

Reconcile the three stretch rooms: Flower 10 is steering generatively (28.8 pp dryback, stacking EC) while Flower 6 sits shallow (10.3 pp). Confirm they are genuinely the same crop stage; if so, move the shallow rooms onto the deeper P3 program

The early-flower cohort spans 18.5 pp of dryback (10.3–28.8 pp) — the widest on the deck. Early flower / stretch is the generative window (target 20–30 pp absolute, P0 delay 120–240 min, EC stacking 6–12 mS). A room at 10 pp in stretch is being vegetatively pushed when it should be driving stretch control — that is the classic "stretch out of control" risk.

Owner Ripening pair — adopt as the in-house template

Document Flower 9 + Flower 11's controller program (P1 onset, shot size, P2 count, P3 depth) as the facility's generative-finish recipe card and replicate it across the ripening cohort as rooms enter finish

The ripening pair lands 25.1–25.8 pp daily dryback against a 25–35 pp target, with the tightest spread on the deck (0.7 pp dryback, 5.0 pp peak-VWC, onset within 0.1 h). This is textbook generative finishing — the deck already knows how to do this; the win is making it the default, not the exception. (EC restack check: Flower 11 at ~9 mS is above the 6–8 mS ripening band — trim feed EC slightly.)

Owner Per-phase steering principles — one-page recipe card per phase

Adopt the §8 phase ladder as the facility's controller spec: stretch = generative (dryback 20–30 pp, P0 delay 120–240 min, EC stacking 6–12 mS) · bulking = vegetative (12–18 pp, P2 defends FC, EC pulled back 4–7 mS) · ripening = generative (25–35 pp, EC restack 6–8 mS)

A written per-phase recipe (P1 onset clock, shot size, P2 count, target dryback in absolute pp, target pore EC band) turns "steering principles" into controller programming and makes the next audit a pass/fail per room. The deck's behaviour is already coherent at the finish — codifying it is what makes it repeatable across the whole room set.

Process Telemetry — add CO₂ sensing + a runoff signal

Deploy an EE894 / CO₂ probe in at least the flower rooms (no CO₂ sensor exists in the fleet today) and commission a drain/runoff sensor or run a 1-week manual runoff log (volume in vs out + runoff EC) against the 20–30% bulking target

CO₂ dosing is currently invisible to AROYA — the climate half of crop steering can't be graded without it. And with no flow/runoff series, shot sizes and runoff % are derived from VWC step-ups, not measured. Both gaps directly limit how much the next audit can grade; closing them is the highest-leverage telemetry investment at this site.

Process Config + device coverage — set substrate, recover Veg 1, add Veg 3 substrate probes

Set the substrate type in each room's AROYA config (tightens every phase target band), bring Veg 1's single device online/placed (no data this window), and add substrate probes to Veg 3 (climate-only today). Re-pull the live HG roster once the SPA session is back to confirm phase boundaries

Substrate type is unset, so target bands are generic. Veg 1 returned no data and Veg 3 has no substrate sensing — both are blind spots on the veg side of the deck. Phases in this report are signal-inferred (no HG roster this run); a live roster pull would confirm them. See the companion Device Health report for the per-device picture.

Data Quality & LimitationsCalidad de Datos y Limitaciones

Sensor coverage, missing windows, and exclusions. Coverage is the % of expected hourly samples actually present over the 14-day window. Rooms with <90% coverage get a footnote on every metric they appear in.Cobertura de sensores, ventanas faltantes y exclusiones.

Audit-level limitationsLimitaciones de la auditoría

Phases are SIGNAL-INFERRED, not roster-verified — the harvest-group roster was unavailable this run (SPA / app.aroya.io session down) and there is no prior cache for this facility, so phase labels are read from steering signatures (dryback depth, pore-EC trajectory, VPD regime), not the AROYA HG calendar. Treat phase boundaries as approximate until re-verified against a live HG pull. This is a first-touch POC engagement — no prior audit or commitment history exists for this site.
No CO₂ telemetry exists at this facility — there is no CO₂ sensor (e.g. EE894) in the device fleet, so CO₂ dosing is not visible to AROYA and is not graded. CO₂ charts render empty by design.
Shot counts and P1/P2 cadence are DERIVED, not measured — a "shot" is a VWC step-up of ≥0.8 pp between consecutive ~9-min samples on the zone-mean series. No flow-meter or valve-event telemetry was available. Counts are reliable for rhythm/consistency comparison; absolute shot sizes (% of substrate volume) are not graded.
No runoff series exists in the public_api chart payload for facility 2993 — runoff % and runoff EC cannot be graded. A drain sensor or a manual runoff log would unlock leaching analysis (see §9).
Substrate type is not set in the AROYA room config — phase target bands are therefore generic. The signal (low daily peak VWC ~31–55%, deep drybacks, high steerability) reads like coco or a small rockwool block, but is not confirmed.
P1 onset clock times are America/Detroit (EDT, UTC−4). Lights-on is estimated from each room's mean diurnal air-temp ramp; where that estimate failed, P0 delay is suppressed rather than reported wrong, and P1 onset (clock time) is used as the consistency metric.
Daily dryback (absolute pp) = daily peak VWC − the following pre-irrigation low on the zone-mean series, averaged across the window. Per AROYA convention, never expressed relative to field capacity.
Rooms excluded from the deep-dive — Veg 1 (6888) returned no chart data this window (single device, likely offline/unplaced) and Veg 3 (6901) carries climate sensors only (no substrate probes). Both are device-coverage items in the companion Device Health report. Flower 1 (6889) reads idle/turnover (0.6 pp dryback, ~0.2 shots/day) and is shown but not graded as an active steering room.

RoomSala	VWC coverageCobertura VWC	Pore EC coverageCobertura CE poro	Climate coverageCobertura clima	SamplesMuestras	NotesNotas
Veg 2	100%	100%	100%	14d (n=336)	public_api /rooms/<id>/chart/ stitched 2-day windows; raw ~9-min cadence; zone-level retained
Flower 4	100%	100%	100%	14d (n=336)	public_api /rooms/<id>/chart/ stitched 2-day windows; raw ~9-min cadence; zone-level retained
Flower 6	100%	100%	100%	14d (n=336)	public_api /rooms/<id>/chart/ stitched 2-day windows; raw ~9-min cadence; zone-level retained
Flower 10	100%	100%	100%	14d (n=336)	public_api /rooms/<id>/chart/ stitched 2-day windows; raw ~9-min cadence; zone-level retained
Flower 2	100%	100%	100%	14d (n=336)	public_api /rooms/<id>/chart/ stitched 2-day windows; raw ~9-min cadence; zone-level retained
Flower 3	100%	100%	100%	14d (n=336)	public_api /rooms/<id>/chart/ stitched 2-day windows; raw ~9-min cadence; zone-level retained
Flower 5	100%	100%	100%	14d (n=336)	public_api /rooms/<id>/chart/ stitched 2-day windows; raw ~9-min cadence; zone-level retained
Flower 7	99%	99%	99%	14d (n=333)	public_api /rooms/<id>/chart/ stitched 2-day windows; raw ~9-min cadence; zone-level retained
Flower 8	99%	99%	99%	14d (n=332)	public_api /rooms/<id>/chart/ stitched 2-day windows; raw ~9-min cadence; zone-level retained
Flower 9	100%	100%	100%	14d (n=336)	public_api /rooms/<id>/chart/ stitched 2-day windows; raw ~9-min cadence; zone-level retained
Flower 11	100%	100%	100%	14d (n=336)	public_api /rooms/<id>/chart/ stitched 2-day windows; raw ~9-min cadence; zone-level retained
Flower 1	100%	100%	100%	14d (n=336)	public_api /rooms/<id>/chart/ stitched 2-day windows; raw ~9-min cadence; zone-level retained