AROYA · 2-Week Facility Audit · Cultivation IntelligenceAROYA · Auditoría 2 Semanas

Insa · 14-Day Crop-Steering AuditInsa · Auditoría de 14 Días

4-room read · dryback, substrate EC, VPD and climate vs phase targets · phases signal-inferred (no HG roster this run)Lectura de 4 salas · fases inferidas por señal

FacilityInstalaciónInsa (ID 4685) WindowVentana2026-06-12 → 2026-06-26 (14 days) RoomsSalas4 active SubstrateSustratoSOILLESS SourceFuenteAROYA public_api room chart (stitched 2-day windows, ~9-min cadence) Report dateFecha2026-06-26

Headline FindingsHallazgos Principales

Data coverageData coverage

4 / 4

active rooms with 14d telemetryactive rooms with 14d telemetry

Mean overnight drybackMean overnight dryback

15.7 pp

absolute pp across sensed roomsabsolute pp across sensed rooms

Mean substrate (pore) ECMean substrate (pore) EC

5.14 mS

steering output across sensed roomssteering output across sensed rooms

Mean lights-on VPDMean lights-on VPD

1.37 kPa

facility-widefacility-wide

Flags this windowFlags this window

rooms outside a phase target bandrooms outside a phase target band

The Lead — what the 14 days tell usLa Lectura

4-room cultivation audit · Insa (facility 4685) · 2026-06-12 → 2026-06-26 — REAL 14-day hourly trace stitched from AROYA public_api (2-day windows, ~9-min native cadence). No active harvest group is recorded in AROYA for these rooms this window, so phases are signal-inferred from photoperiod, dryback depth, EC trajectory and VPD — worth confirming the current crop is being tracked in a harvest group. Room mix: 3× Bulking, 1× Early Flower / Stretch. Facility-wide the sensed rooms average 15.7 pp overnight dryback, pore EC 5.14 mS, lights-on VPD 1.37 kPa. 3 items flagged below. Top flags: Bloom 1.3 dryback 17.7 pp is below the early flower / stretch band (20–30 pp); Bloom 1.6 dryback 9.7 pp is below the bulking band (12–18 pp); Bloom 1.6 pore EC 3.8 mS is below the band (4.0–7.0 mS).4-room cultivation audit · Insa (facility 4685) · 2026-06-12 → 2026-06-26 — REAL 14-day hourly trace stitched from AROYA public_api (2-day windows, ~9-min native cadence). No active harvest group is recorded in AROYA for these rooms this window, so phases are signal-inferred from photoperiod, dryback depth, EC trajectory and VPD — worth confirming the current crop is being tracked in a harvest group. Room mix: 3× Bulking, 1× Early Flower / Stretch. Facility-wide the sensed rooms average 15.7 pp overnight dryback, pore EC 5.14 mS, lights-on VPD 1.37 kPa. 3 items flagged below. Top flags: Bloom 1.3 dryback 17.7 pp is below the early flower / stretch band (20–30 pp); Bloom 1.6 dryback 9.7 pp is below the bulking band (12–18 pp); Bloom 1.6 pore EC 3.8 mS is below the band (4.0–7.0 mS).

What We're Answering This WindowQué Respondemos

Baseline read against AROYA phase targetsLectura base

This audit grades each room's live steering signatures against the AROYA phase target bands (dryback in absolute pp, substrate EC stack, VPD and climate). Phases are signal-inferred this run; the per-room cards below state steering intent before the numbers and pair every observed value with the band for that phase.Esta auditoría compara cada sala con las bandas objetivo AROYA. Fases inferidas por señal.

Climate / HVAC ReadLectura Clima / HVAC

Per-room VPD window, lights-on vs lights-off air-temp swing (DIF), humidity vs the phase target, and CO₂ dose.Por sala: VPD, DIF, HR y CO₂.

Room	Phase	VPD on	VPD off	Temp on	Temp off	DIF	RH on	CO₂ on	Flag	Verdict
Bloom 1.3	Early Flower / Stretch	1.43	1.28	78.3	74.9	3.4	56.7	1041	high-VPD	RH/VPD off
Bloom 1.4	Bulking	1.32	1.17	78.6	72.1	6.5	60.4	1113	—	in band
Bloom 1.5	Bulking	1.42	1.31	76.0	73.7	2.3	53.6	947	high-VPD	RH/VPD off
Bloom 1.6	Bulking	1.56	1.51	75.5	73.3	2.2	48.4	1155	high-VPD	RH/VPD off

Climate ↔ Watering InterplayInteracción Clima ↔ Riego

Does the VPD profile match the shot rhythm and the EC stack? Higher-VPD days pull water faster and need P2 maintenance; calmer days allow a deeper P3 dry-down.¿El VPD coincide con el ritmo de riego?

Room	Phase	Peak VPD	VWC envelope	Pore EC	Overnight dryback (absolute pp)Dryback (pp absoluto)	VPD on
Bloom 1.3	Early Flower / Stretch	1.62	23.2–62.4%	6.97 mS stacking	17.7 pp below	1.36
Bloom 1.4	Bulking	1.65	49.6–68.4%	4.56 mS stacking	17.7 pp in band	1.25
Bloom 1.5	Bulking	1.49	47.1–66.6%	5.19 mS stacking	17.7 pp in band	1.36
Bloom 1.6	Bulking	1.90	0.2–64.2%	3.83 mS below band	9.7 pp below	1.54

Per-Room Deep DiveAnálisis Sala por Sala

One card per room. Steering intent stated before the numbers. Dryback in absolute percentage points (peak VWC − pre-irrigation low). Substrate EC read as the result of steering.Una tarjeta por sala. Dryback en pp absolutos.

Bloom 1.3 · Early Flower / Stretch Room ID 19823 · FLOWER · 1 zone · SOILLESS

Coverage 100% · 2026-06-12 → 2026-06-26

Overnight dryback (absolute pp) 17.7 below Peak VWC (daily mean) 56% P1 onset (local) 03:07 Shots/day 10.5 Pore EC mean / peak 6.97 / 9.17 mS in band Substrate temp 74.9°F VPD mean / max 1.36 / 1.62 above Air temp (on / off) 78.3 / 74.9°F RH mean / max 56.7 / 60.6% CO₂ mean 1023 ppm

Steering intent: Vegetatively-steered (reads as Early Flower / Stretch from a ~12h photoperiod; signal-inferred (no active harvest group in AROYA for this window)). AROYA early flower / stretch targets: dryback 20–30 pp absolute, pore EC 6.0–12.0 mS, VPD on 1.0–1.2 kPa. The day runs P0→P1→P2→P3.
What the data shows: overnight dryback 17.7 pp absolute (shallower than the phase band), peak VWC ~55.7%, pore EC 6.97 mS in band, substrate temp 74.9°F, first shot (P1 onset) ~03:07 local swinging ±0.0h day-to-day, ~10 shots/day (6 P2 pulses/day).Steering intent: Vegetatively-steered (reads as Early Flower / Stretch from a ~12h photoperiod; signal-inferred (no active harvest group in AROYA for this window)). AROYA early flower / stretch targets: dryback 20–30 pp absolute, pore EC 6.0–12.0 mS, VPD on 1.0–1.2 kPa. The day runs P0→P1→P2→P3.
What the data shows: overnight dryback 17.7 pp absolute (shallower than the phase band), peak VWC ~55.7%, pore EC 6.97 mS in band, substrate temp 74.9°F, first shot (P1 onset) ~03:07 local swinging ±0.0h day-to-day, ~10 shots/day (6 P2 pulses/day).

Bloom 1.4 · Bulking Room ID 19824 · FLOWER · 1 zone · SOILLESS

Coverage 100% · 2026-06-12 → 2026-06-26

Overnight dryback (absolute pp) 17.7 in band Peak VWC (daily mean) 68% P1 onset (local) 03:01 Shots/day 9.9 Pore EC mean / peak 4.56 / 5.57 mS in band Substrate temp 74.2°F VPD mean / max 1.25 / 1.65 in band Air temp (on / off) 78.6 / 72.1°F RH mean / max 58.4 / 64.7% CO₂ mean 891 ppm

Steering intent: Generatively-leaning (reads as Bulking from a ~12h photoperiod; signal-inferred (no active harvest group in AROYA for this window)). AROYA bulking targets: dryback 12–18 pp absolute, pore EC 4.0–7.0 mS, VPD on 1.2–1.4 kPa. The day runs P0→P1→P2→P3.
What the data shows: overnight dryback 17.7 pp absolute (in the target band), peak VWC ~68.0%, pore EC 4.56 mS in band, substrate temp 74.2°F, first shot (P1 onset) ~03:01 local swinging ±0.1h day-to-day, ~10 shots/day (5 P2 pulses/day).Steering intent: Generatively-leaning (reads as Bulking from a ~12h photoperiod; signal-inferred (no active harvest group in AROYA for this window)). AROYA bulking targets: dryback 12–18 pp absolute, pore EC 4.0–7.0 mS, VPD on 1.2–1.4 kPa. The day runs P0→P1→P2→P3.
What the data shows: overnight dryback 17.7 pp absolute (in the target band), peak VWC ~68.0%, pore EC 4.56 mS in band, substrate temp 74.2°F, first shot (P1 onset) ~03:01 local swinging ±0.1h day-to-day, ~10 shots/day (5 P2 pulses/day).

Bloom 1.5 · Bulking Room ID 19825 · FLOWER · 1 zone · SOILLESS

Coverage 100% · 2026-06-12 → 2026-06-26

Overnight dryback (absolute pp) 17.7 in band Peak VWC (daily mean) 66% P1 onset (local) 03:02 Shots/day 9.1 Pore EC mean / peak 5.19 / 6.28 mS in band Substrate temp 73.2°F VPD mean / max 1.36 / 1.49 in band Air temp (on / off) 76.0 / 73.7°F RH mean / max 53.8 / 57.4% CO₂ mean 857 ppm

Steering intent: Generatively-leaning (reads as Bulking from a ~11h photoperiod; signal-inferred (no active harvest group in AROYA for this window)). AROYA bulking targets: dryback 12–18 pp absolute, pore EC 4.0–7.0 mS, VPD on 1.2–1.4 kPa. The day runs P0→P1→P2→P3.
What the data shows: overnight dryback 17.7 pp absolute (in the target band), peak VWC ~66.0%, pore EC 5.19 mS in band, substrate temp 73.2°F, first shot (P1 onset) ~03:02 local swinging ±0.1h day-to-day, ~9 shots/day (5 P2 pulses/day).Steering intent: Generatively-leaning (reads as Bulking from a ~11h photoperiod; signal-inferred (no active harvest group in AROYA for this window)). AROYA bulking targets: dryback 12–18 pp absolute, pore EC 4.0–7.0 mS, VPD on 1.2–1.4 kPa. The day runs P0→P1→P2→P3.
What the data shows: overnight dryback 17.7 pp absolute (in the target band), peak VWC ~66.0%, pore EC 5.19 mS in band, substrate temp 73.2°F, first shot (P1 onset) ~03:02 local swinging ±0.1h day-to-day, ~9 shots/day (5 P2 pulses/day).

Bloom 1.6 · Bulking Room ID 19826 · FLOWER · 1 zone · SOILLESS

Coverage 85% · 2026-06-12 → 2026-06-26

Overnight dryback (absolute pp) 9.7 below Peak VWC (daily mean) 47% P1 onset (local) 04:05 Shots/day 3.1 Pore EC mean / peak 3.83 / 7.53 mS below Substrate temp 71.7°F VPD mean / max 1.54 / 1.90 above Air temp (on / off) 75.5 / 73.3°F RH mean / max 47.6 / 61.0% CO₂ mean 923 ppm

Steering intent: Vegetatively-steered (reads as Bulking from a ~13h photoperiod; signal-inferred (no active harvest group in AROYA for this window)). AROYA bulking targets: dryback 12–18 pp absolute, pore EC 4.0–7.0 mS, VPD on 1.2–1.4 kPa. The day runs P0→P1→P2→P3.
What the data shows: overnight dryback 9.7 pp absolute (shallower than the phase band), peak VWC ~46.8%, pore EC 3.83 mS below, substrate temp 71.7°F, first shot (P1 onset) ~04:05 local swinging ±1.8h day-to-day, ~3 shots/day (1 P2 pulses/day).Steering intent: Vegetatively-steered (reads as Bulking from a ~13h photoperiod; signal-inferred (no active harvest group in AROYA for this window)). AROYA bulking targets: dryback 12–18 pp absolute, pore EC 4.0–7.0 mS, VPD on 1.2–1.4 kPa. The day runs P0→P1→P2→P3.
What the data shows: overnight dryback 9.7 pp absolute (shallower than the phase band), peak VWC ~46.8%, pore EC 3.83 mS below, substrate temp 71.7°F, first shot (P1 onset) ~04:05 local swinging ±1.8h day-to-day, ~3 shots/day (1 P2 pulses/day).

Room Trace — 6-Chart BiophysicsBiofísica — 6 Gráficos

Per room: VWC, pore EC, substrate temp, VPD, air-temp / RH, CO₂ over 14 days with phase bands shaded.Por sala: VWC, CE, temp, VPD, aire/HR, CO₂.

Bloom 1.3 Early Flower / Stretch

REAL 14-day hourly trace (2026-06-12 → 2026-06-26). Early Flower / Stretch target bands shaded.REAL 14-day hourly trace (2026-06-12 → 2026-06-26). Early Flower / Stretch target bands shaded.

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

Pore EC (mS/cm) band 6.0–12.0 mS

Substrate temp (°F)

VPD (kPa) on 1.0–1.2 kPa

Air temp (°F) / RH (%)

CO₂ (ppm)

Bloom 1.4 Bulking

REAL 14-day hourly trace (2026-06-12 → 2026-06-26). Bulking target bands shaded.REAL 14-day hourly trace (2026-06-12 → 2026-06-26). Bulking target bands shaded.

VWC (%) dryback 12–18 pp · Bulking

Pore EC (mS/cm) band 4.0–7.0 mS

Substrate temp (°F)

VPD (kPa) on 1.2–1.4 kPa

Air temp (°F) / RH (%)

CO₂ (ppm)

Bloom 1.5 Bulking

REAL 14-day hourly trace (2026-06-12 → 2026-06-26). Bulking target bands shaded.REAL 14-day hourly trace (2026-06-12 → 2026-06-26). Bulking target bands shaded.

VWC (%) dryback 12–18 pp · Bulking

Pore EC (mS/cm) band 4.0–7.0 mS

Substrate temp (°F)

VPD (kPa) on 1.2–1.4 kPa

Air temp (°F) / RH (%)

CO₂ (ppm)

Bloom 1.6 Bulking

REAL 14-day hourly trace (2026-06-12 → 2026-06-26). Bulking target bands shaded.REAL 14-day hourly trace (2026-06-12 → 2026-06-26). Bulking target bands shaded.

VWC (%) dryback 12–18 pp · Bulking

Pore EC (mS/cm) band 4.0–7.0 mS

Substrate temp (°F)

VPD (kPa) on 1.2–1.4 kPa

Air temp (°F) / RH (%)

CO₂ (ppm)

Watering Pattern — P0 / P1 / P2 / P3Patrón de Riego — P0/P1/P2/P3

The 4-phase day: P0 activation, P1 ramp to field capacity, P2 maintenance pulses, P3 overnight dry-down (the main steering lever). Observed P1 onset, shots/day, P2 pulses, peak VWC and overnight dryback — derived from VWC step-up signatures (≥0.8 pp between ~9-min samples; no flow telemetry).Día de 4 fases. Valores derivados de subidas VWC.

Room	Phase	P1 onset	Shots/day	P2/day	Peak VWC	Shot target	Overnight dryback (absolute pp)Dryback (pp absoluto)	Steering	Agrees?
Bloom 1.3	Early Flower / Stretch	03:07 ± 0.0h	10.5	6.2	56%	6–10%	17.7 pp ± 3.4	Vegetative	under-dry
Bloom 1.4	Bulking	03:01 ± 0.1h	9.9	5.2	68%	3–5%	17.7 pp ± 0.8	Generative-leaning	agrees
Bloom 1.5	Bulking	03:02 ± 0.1h	9.1	4.6	66%	3–5%	17.7 pp ± 0.8	Generative-leaning	agrees
Bloom 1.6	Bulking	04:05 ± 1.8h	3.1	1.2	47%	3–5%	9.7 pp ± 13.0	Vegetative	under-dry

Phase Target RangesRangos Objetivo

Per-room phase (signal-inferred) with the AROYA target band: P1 shot size, dryback (absolute pp), pore EC, VPD, air-temp and RH.Fase por sala con banda objetivo AROYA.

Room	Phase	Lights	P1 shot	Dryback (abs pp)	Pore EC	VPD on/off	Temp on	RH on
Bloom 1.3 SOILLESS · 1 zone · room ID 19823	Early Flower / Stretch (signal-inferred)	~12h photoperiod	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	60–75%
Bloom 1.4 SOILLESS · 1 zone · room ID 19824	Bulking (signal-inferred)	~12h photoperiod	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	55–65%
Bloom 1.5 SOILLESS · 1 zone · room ID 19825	Bulking (signal-inferred)	~11h photoperiod	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	55–65%
Bloom 1.6 SOILLESS · 1 zone · room ID 19826	Bulking (signal-inferred)	~13h photoperiod	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	55–65%

RecommendationsRecomendaciones

Prioritized from the data. Owner = facility lead; Grower = room operator; Process = AROYA / Addium follow-up.Priorizadas. Owner / Grower / Process.

GrowerBloom 1.3 — bring dryback into the phase band

Bloom 1.3 dryback 17.7 pp is below the early flower / stretch band (20–30 pp). Adjust P3 dry-down depth / shot cadence toward the band.

Dryback is the primary steering lever; matching it to the phase keeps generative/vegetative intent on track.

GrowerBloom 1.6 — bring dryback into the phase band

Bloom 1.6 dryback 9.7 pp is below the bulking band (12–18 pp). Adjust P3 dry-down depth / shot cadence toward the band.

Dryback is the primary steering lever; matching it to the phase keeps generative/vegetative intent on track.

OwnerBloom 1.6 — correct substrate EC

Bloom 1.6 pore EC 3.8 mS is below the band (4.0–7.0 mS). Nudge feed EC / runoff to move the stack into band.

Substrate EC is the steering output — out-of-band EC drifts the crop off its intended phase trajectory.

ProcessRe-verify phases against a live harvest-group roster

Re-pull the HG roster once the AROYA app session is back to confirm the signal-inferred phase labels here.

Phases are inferred from steering signatures this run; a roster check tightens every target band.

Data Quality & LimitationsCalidad de Datos

Coverage = % of expected hourly samples over the 14-day window.Cobertura = % de muestras horarias.

Audit-level limitationsLimitaciones

Phases are SIGNAL-INFERRED, not roster-verified — the AROYA harvest-group roster (SPA) was unavailable this run, so phase labels are read from steering signatures. Re-verify against a live roster pull.
Shots and P1/P2 cadence are DERIVED from VWC step-up signatures (≥0.8 pp between consecutive ~9-min samples); no flow/valve telemetry. Reliable for rhythm, not absolute shot volume.
No runoff series — runoff % and runoff EC can't be graded.
Overnight dryback is absolute pp (daily peak VWC − following pre-irrigation low, zone-mean), never relative to field capacity.
Lights-on/off inferred from each room's diurnal air-temp ramp.

Room	VWC cov	EC cov	Climate cov	Window	Notes
Bloom 1.3	100%	100%	100%	14d	Full substrate + climate suite.
Bloom 1.4	100%	100%	100%	14d	Full substrate + climate suite.
Bloom 1.5	100%	100%	100%	14d	Full substrate + climate suite.
Bloom 1.6	85%	85%	85%	14d	Full substrate + climate suite.