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

TopLine Grow · The Dryback StoryTopLine Grow · La Historia del Dryback

First audit · 14-day substrate read of both rooms · built for the 2026-06-12 dryback conversation with George · phases signal-inferred (no harvest groups configured)Primera auditoría · lectura de sustrato de 14 días · fases inferidas por señal

FacilityInstalaciónTopLine Grow (ID 4620) WindowVentana2026-05-29 → 2026-06-12 (14 days) RoomsSalasRoom 1 + Room 2 (flower) SubstrateSustratoSoilless (rockwool conventions applied) SensorsSensoresTEROS One substrate on Nodes · NO climate sensors at this site SourceFuenteLocal verified cache (raw ~9-min substrate cadence) Report dateFecha2026-06-12

Headline FindingsHallazgos Principales

Room 2 overnight drybackDryback Sala 2

20.7 pp

absolute pp · in the 15–25 pp bulking band · range 14.3–26.1pp absoluto · dentro de banda 15–25

Room 1 telemetryTelemetría Sala 1

8 days dark

all devices silent since 2026-06-04 13:00 UTC · P0 — fix before re-plantsin señal desde 2026-06-04 · P0

Room 2 EC trajectoryTrayectoria CE Sala 2

5.1 → 4.0 → 4.6

mS · pull-back then restack, inside the 4–7 mS bulking bandpull-back y re-acumulación, banda 4–7 mS

Room 2 P1 onset consistencyConsistencia inicio P1

± 38 min

single P1 ramp ~14:48 UTC every day · zero P2 pulses · ~23 h/day in P3un ramp P1 ~14:48 UTC · cero P2

Climate sensingSensores de clima

None

no air temp / RH / VPD / CO₂ at this site — P0 delay ungradeablesin clima — P0 no calificable

Zone coverageCobertura de zonas

1 of 2

table groups instrumented per room — the other tables are unsensedgrupos de mesas instrumentados por sala

The Lead — what the 14 days tell usLa Lectura

2-room cultivation audit · TopLine Grow (facility 4620) · 2026-05-29 → 2026-06-12 (REAL 14-day window, raw ~9-min substrate cadence from local verified cache). This is a first audit for this site — no prior commitments to grade — built around the conversation you booked: the dryback. Phases are signal-inferred: zero harvest groups are configured in AROYA for this facility (live-verified today), so phase labels are read from the VWC/EC trajectory, not a roster. The short version: (1) Room 2 is the dryback story, and it's a good one. Overnight dryback averages 20.7 pp absolute (daily peak VWC − the following pre-irrigation low) — the average sits squarely inside the 15–25 pp absolute bulking band, with individual nights ranging 14.3–26.1 pp — delivered by a consistent single P1 ramp at ~14:48 UTC (±38 min) with zero P2 maintenance pulses: a deliberately generative day that spends ~23 h in P3. (2) Room 2's substrate EC reads like textbook steering output: ~5.1 mS at the window start, pulled back to ~4.0 mS mid-window, now restacking to ~4.6 mS — all inside the 4–7 mS bulking band. If this run moves to ripening next, the playbook says deepen dryback toward 25–35 pp absolute and restack EC to 6–8 mS. (3) Room 1 went dark on 2026-06-04 and has been dark for 8 days — the P0 finding. The data shows a clean end-of-cycle: last shots 05-30, terminal dry-down, probes reading in-air by 06-01 (harvest/teardown), then both battery-powered Nodes stopped communicating. Room 2's perfect window proves the gateway/mesh is healthy — this is local to Room 1's devices, and they must be back online before the next cycle is planted. Honest limits: this site has no climate sensors (no air temp / RH / VPD / CO₂), so the HVAC and climate-interplay sections below are gaps, the P0 delay can't be graded, and clock times are UTC (lights-on can't be confirmed). Shot counts are derived from VWC step-up signatures — see Data Quality.Auditoría de 2 salas, 2026-05-29 → 2026-06-12. Sala 2: dryback nocturno 20.7 pp absoluto dentro de la banda de bulking 15–25 pp, un solo ramp P1 ~14:48 UTC, cero P2, CE 5.1 → 4.0 → 4.6 mS (banda 4–7). Sala 1: fin de ciclo y dispositivos sin señal desde 2026-06-04 (8 días) — P0, confirmar antes de replantar. Sin sensores de clima en el sitio; fases inferidas por señal (0 grupos de cosecha configurados).

Prior-Commitment Review — First AuditCompromisos Previos — Primera Auditoría

No prior commitments on file — this sets the baselineSin compromisos previos — esta es la línea base

This is the first AROYA audit for TopLine Grow; there is no prior audit or commitment history to grade against. The meeting note for today's call says you want to continue the dryback conversation — so this report leads with it. The one-paragraph answer: Room 2's dryback is healthy, deliberate and consistent. It averages 20.7 pp absolute per cycle (peak VWC − the following pre-irrigation low), inside the 15–25 pp absolute bulking band, driven by one tight P1 ramp at ~14:48 UTC and a ~23-hour P3 dry-down with no P2 pulses — a clearly generative day. The two judgement calls to discuss live: (a) the day-to-day spread (14.3–26.1 pp) — the deepest nights flirt with the top of the band, which is fine in late bulking and exactly where you'd push if ripening is next; (b) the EC restack now under way (~4.0 → 4.6 mS) — if the plan is ripening, keep restacking toward 6–8 mS and deepen dryback toward 25–35 pp absolute. After this audit, the commitments we'd propose to track next time: bring Room 1's devices back online before re-plant, and add climate sensing so the P0 delay and VPD side of the dryback story can be graded.Primera auditoría de TopLine Grow — sin historial previo. Respuesta corta sobre el dryback: el de la Sala 2 es sano, deliberado y consistente — 20.7 pp absoluto por ciclo, dentro de la banda 15–25 pp de bulking, con un solo ramp P1 ~14:48 UTC y ~23 h en P3. A discutir: el rango diario (14.3–26.1 pp) y la re-acumulación de CE hacia 6–8 mS si sigue maduración.

Climate / HVAC Read — Honest GapClima / HVAC — Brecha Honesta

No climate telemetry exists at this site — HVAC capacity cannot be gradedSin telemetría de clima — HVAC no calificable

TopLine Grow has no air-temperature, humidity, VPD or CO₂ sensors — the fleet is substrate-only (Nodes + TEROS One). That means this section, normally a per-room VPD / DIF / RH / CO₂ scorecard, is honestly empty: we cannot grade HVAC capacity, lights-on climate, or humidity risk, and we cannot confirm lights-on time (so the P0 delay — lights-on → first shot — is ungradeable too). The only thermal signal available is substrate temperature: Room 2 holds 75–79°F, slightly above the 69–76°F root-zone ideal at the warm end — worth watching but not alarming; Room 1's probes climbed to ~85°F only after irrigation ended and media was pulled (ambient air, no evaporative load — expected). Recommendation (quoted in §9): add a climate sensor per room — Climate One or Atmos 14, both PoE-powered — to unlock VPD, DIF, RH-risk and P0-delay grading and make the dryback story complete.TopLine Grow no tiene sensores de temperatura del aire, HR, VPD ni CO₂ — flota solo de sustrato. No se puede calificar HVAC ni confirmar el encendido de luces (retraso P0 no calificable). Única señal térmica: temperatura de sustrato (Sala 2: 75–79°F, extremo cálido del ideal 69–76°F). Recomendación: un sensor de clima por sala (Climate One o Atmos 14, PoE).

Climate ↔ Irrigation Interplay — Limited to Substrate SignalsInteracción Clima ↔ Riego — Limitada a Señales de Sustrato

Normally this section checks whether the day's VPD profile matches the shot rhythm (high-VPD days pull water faster and may need P2 support). With no climate sensors, we can only read the substrate side of that conversation — and it is internally consistent: Room 2's dry-down rate is steady night-over-night (the saw-tooth in the VWC trace is near-identical day to day), substrate temp is stable at 75–79°F, and the dryback variance (±3.5 pp) is modest. Nothing in the substrate data suggests an unstable atmosphere — but that's an inference, not a measurement. The interplay table below shows what we can and can't fill in.Sin sensores de clima solo se lee el lado del sustrato: el ritmo de secado de la Sala 2 es estable noche tras noche (±3.5 pp), temperatura de sustrato 75–79°F. La tabla muestra lo que se puede y no se puede completar.

RoomSala	PhaseFase	VPD / RH / CO₂	VWC envelope	Pore EC mean	Overnight dryback (absolute pp)Dryback (pp absoluto)	Substrate tempTemp sustrato
Room 2	Bulking (signal-inferred)	not measured (no climate sensors)	59% peak → ~38% pre-irrigation low	4.45 mS in band	20.7 pp in band	76.8°F
Room 1	Idle / Turnover (post-harvest, signal-inferred)	not measured (no climate sensors)	end-of-cycle dry-down then probes out of media; telemetry dark since 2026-06-04			72 → ~85°F (in-air)

Per-Room Deep DiveAnálisis Sala por Sala

One card per room. Steering intent (vegetative vs generative) is stated before the numbers. Dryback is in absolute percentage points (peak VWC − the following pre-irrigation low) — per AROYA convention. Substrate EC is read as the output of steering (stacking / pull-back / restack), not a feed setting.Una tarjeta por sala. Intención de manejo antes de los números. Dryback en puntos porcentuales absolutos.

Click a room chip to focus its card, trace and overlay datasets (click again to show both). Toggle Compare mode for multi-overlay.Haga clic en una sala para enfocarla. Active modo Comparar.

Room 2 · Bulking (signal-inferred) FLOWER · soilless (rockwool conventions) · instrumented zone: Table4-6 · no HGs configured — phase signal-inferred

Coverage 100% · n=2240 raw ~9-min samples · 2026-05-29 → 2026-06-12

Overnight dryback (absolute pp) 20.7 pp in 15–25 pp bulking band Dryback range 14.3–26.1 pp Peak VWC (cycle mean) 59% P1 onset (UTC) 14:48 ± 38 min Shots/day (≥2 pp, 1h bins) 2.3 Raw step-ups/day (≥0.8 pp) 5.3 Pore EC mean (min–max daily) 4.45 (4.0–5.2) mS in 4–7 mS bulking band Substrate temp 76.8°F (max daily 79.3)

Steering intent: generatively steered — and the data agrees. This is the dryback conversation room. The signal reads late Bulking (no harvest groups are configured in AROYA for this facility — live-verified today — so the phase is inferred from the VWC/EC trajectory, not the calendar). The day is one compressed generative cycle: pre-irrigation low ~14:45 UTC, a single tight P1 ramp starting ~14:48 UTC (remarkably consistent, ±38 min day-to-day), field capacity reached within ~45 min around 15:20 UTC, then zero P2 maintenance pulses — the substrate spends roughly 23 of every 24 hours in P3 dry-down. The resulting overnight dryback averages 20.7 pp absolute (daily peak VWC − the following pre-irrigation low) — the average sits squarely inside the 15–25 pp absolute bulking band, with individual nights ranging 14.3–26.1 pp. Substrate EC tells the steering story as an output: it sat ~5.1 mS at the start of the window, was pulled back to ~4.0 mS by 06-06/06-07 (classic mid-bulking pull-back, helped by two heavier-shot days on 06-09 and 06-11 that read as deliberate leaching/refresh events), and has been restacking to ~4.6 mS over the last four days — all inside the 4–7 mS bulking band. One caveat we owe you honestly: with no climate sensors in this room, lights-on time can't be confirmed, so the P0 delay cannot be graded and the "overnight" portion of the dryback can't be split from the lights-on portion. Times here are UTC; substrate temp (75–79°F) is the only thermal signal we have. Intención de manejo: generativa — y los datos concuerdan. Señal de Bulking tardío (sin grupos de cosecha configurados — fase inferida por señal). Un solo ramp P1 ~14:48 UTC (±38 min), cero pulsos P2, ~23 h/día en P3. Dryback nocturno 20.7 pp absoluto (14.3–26.1 pp), dentro de la banda 15–25 pp. CE del sustrato: 5.1 → 4.0 mS (pull-back) → re-acumulando a ~4.6 mS, dentro de 4–7 mS. Sin sensores de clima no se puede calificar el retraso P0.

Room 1 · Idle / Turnover (post-harvest, signal-inferred) FLOWER · soilless (rockwool conventions) · instrumented zone: Table 1-3 · no HGs configured — phase signal-inferred

Coverage 42.8% · n=644 raw ~9-min samples · telemetry stops 2026-06-04 13:00 UTC — 8 days dark

Last shot observed 2026-05-30 Terminal dry-down VWC 60% → 2.5% over 2026-05-31 → 06-01 Pore EC at end ~2.5 mS → 0 (probes out of media) Substrate temp at end 72°F → ~85°F (no evaporative load) Telemetry status dark since 2026-06-04 13:00 UTC (P0)

Steering intent: none to grade — this room read as end-of-cycle and is now dark. The last irrigation shots appear on 2026-05-30. From 05-31 the VWC goes into an uninterrupted terminal P3-style dry-down (60 → 50 → 36%), and by mid-day 2026-06-01 the probes read ~2.5% VWC with pore EC at 0 and substrate temp climbing to ~85°F — the signature of probes reading in-air after plants/media were pulled. That sequence reads as a final pre-harvest dry-down followed by harvest and teardown, not a sensor fault. Both Nodes (and their TEROS One heads) in this room then stopped communicating entirely at 2026-06-04 13:00 UTC and have been dark for 8 days — the room's mesh backhaul is proven healthy by Room 2 flowing 100% all window, so this is local to Room 1's devices (Nodes are battery-powered; most likely powered down / pulled at teardown, or batteries spent). This is the P0 device finding: if a new cycle is planted before these Nodes come back online, the entire run starts blind. We are NOT treating the 06-04 → 06-12 gap as missing cultivation data — there was likely nothing growing — but the devices must be confirmed online before re-plant. Fin de ciclo y ahora sin señal. Últimos shots 2026-05-30; dry-down terminal tipo P3 hasta lecturas en aire (VWC 2.5%, CE 0) el 06-01 — cosecha y desmontaje, no falla de sensor. Ambos Nodes sin comunicar desde 2026-06-04 13:00 UTC (8 días). Hallazgo P0: confirmar los dispositivos en línea antes de replantar.

Room Trace — Substrate BiophysicsBiofísica — Traza de Sustrato

For each room: VWC, pore EC and substrate temp over the 14-day window (hourly means of raw ~9-min data), with phase target bands shaded. This site has no climate sensors, so the usual VPD / air-temp-RH / CO₂ charts cannot be drawn — that gap is itself a finding (see §3 and §9). Room 1's trace ends at the 2026-06-04 outage; nothing is interpolated.Por sala: VWC, CE de poro y temp de sustrato (medias horarias). Sin sensores de clima no hay gráficos de VPD / aire / CO₂. La traza de la Sala 1 termina en el apagón del 2026-06-04.

Room 2 Bulking (signal-inferred)

REAL hourly-binned trace, 2026-05-29 → 2026-06-12 (raw ~9-min cadence, hour means). Substrate metrics only — this site has no climate sensors, so VPD / air-temp / RH / CO₂ charts cannot be drawn. Full 14-day trace. The saw-tooth is the daily single-ramp P1 + long P3 dry-down pattern; the EC dip-and-restack mid-window is visible in the second chart.Traza horaria real. Solo métricas de sustrato — el sitio no tiene sensores de clima.

VWC (%) dryback target 15–25 pp absolute

Pore EC (mS/cm) phase band 4.0–7.0 mS

Substrate temp (°F) root-zone ideal 69–76°F

Room 1 Idle / Turnover (post-harvest, signal-inferred)

REAL hourly-binned trace, 2026-05-29 → 2026-06-12 (raw ~9-min cadence, hour means). Substrate metrics only — this site has no climate sensors, so VPD / air-temp / RH / CO₂ charts cannot be drawn. Room 1's trace ends 2026-06-04 — the flat-to-missing right side is the device outage, shown honestly, not interpolated.Traza horaria real. Solo métricas de sustrato — el sitio no tiene sensores de clima.

VWC (%) dryback target 25–35 pp absolute

Pore EC (mS/cm) phase band 6.0–8.0 mS

Substrate temp (°F) root-zone ideal 69–76°F

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

The 4-phase day is how the controller is programmed: P0 activation (lights-on → first shot — ungradeable here without climate sensors to fix lights-on), P1 ramp-up (small shots back to field capacity + first runoff), P2 maintenance (pulses defending field capacity), P3 dry-down (last shot → next first shot — the steering lever). Room 2 runs a textbook generative compression of that day: P1 starts ~14:48 UTC (±38 min — excellent discipline), field capacity ~59% VWC is reached in under an hour, then P3 runs ~23 hours to a 20.7 pp absolute dryback. There is no P2 at all — by design in a generative bulking program, though the two heavier days (06-09, 06-11) show the crew can add volume when the EC stack needs a rinse.El día de 4 fases: P0 activación (no calificable sin clima), P1 rampa, P2 mantenimiento, P3 dry-down. Sala 2: P1 ~14:48 UTC (±38 min), capacidad de campo ~59%, P3 de ~23 h hasta 20.7 pp absoluto. Sin P2 — por diseño generativo.

RoomSala	PhaseFase	P1 onset (UTC ± day-to-day)inicio	Shots/dayShots/día	P2 pulses/daypulsos/día	Peak VWCVWC pico	Overnight dryback (absolute pp)Dryback (pp absoluto)	Phase targetObjetivo	SteeringManejo	Data agrees?¿Concuerda?
Room 2	Bulking (signal-inferred)	14:48 UTC ± 38 min	2.3 (5.3 raw step-ups)	0	59%	20.7 pp ± 3.5	15–25 pp	Generative	agrees — in band
Room 1	Idle / Turnover (post-harvest, signal-inferred)	irrigation ended 2026-05-30 (end-of-cycle); terminal dry-down then probes out of media; telemetry dark since 2026-06-04 — no active program to grade						—	—

Dryback & EC — Daily Overlays (chip-driven)Dryback y CE — Superposición Diaria

One chart per metric, all rooms overlaid — click the room chips above (Per-Room Deep Dive) to focus a room; Compare mode overlays both. Irrigation-cycle days run 13:00 → 13:00 UTC so each bar is one peak-to-next-pre-irrigation-low cycle. Phase-coded colors: Room 2 bulking (violet), Room 1 end-of-cycle/ripening dry-down (rust).Un gráfico por métrica, salas superpuestas — use los chips de sala y el modo Comparar.

Overnight dryback (absolute pp) bulking band 15–25 pp shaded

Shots/day ≥2 pp net rise within a 1-hour bin (derived — see footnote)

Pore EC daily mean (mS/cm) bulking band 4–7 mS shaded — stack / pull-back / restack

VWC envelope — daily peak vs pre-irrigation low (%) the vertical gap is the dryback

Shot-count derivation footnote: this facility emits no drip-volume / flow / valve telemetry, so a "shot" is derived from VWC step-up signatures: the primary count is a net VWC rise ≥2 pp within a 1-hour bin; raw consecutive ~9-min step-ups ≥0.8 pp are also shown in the table for cadence detail (the tight P1 ramp packs several raw step-ups into one or two 1-hour bins). Counts grade rhythm and consistency, not absolute shot volume.Nota: sin telemetría de flujo, un "shot" se deriva de subidas de VWC ≥2 pp en bins de 1 hora; las subidas crudas ≥0.8 pp se muestran como detalle.

Phase Target RangesRangos Objetivo de Fase

Per-room signal-inferred phase with the AROYA target band for that phase. Climate columns are honestly marked ungradeable — there are no climate sensors to grade them with.Fase inferida por sala con bandas objetivo AROYA. Columnas de clima no calificables.

Phase ladder — crop-steering targets (soilless / rockwool conventions)Escalera de fases

Root-in (dryback 10–15 pp, shot 1–3%, EC feed ~3 mS) → Veg (dryback 5–15 pp absolute, shot 3–5%, substrate EC 3.0–5.0) → Early flower / stretch (dryback 20–30 pp absolute, shot 6–10%, P0 delay 120–240 min, substrate EC stacking 6.0–12.0) → Bulking (dryback 15–25 pp absolute, shot 3–5%, substrate EC 4.0–7.0) → Ripening (dryback 25–35 pp absolute, shot 6–10%, substrate EC restack 6.0–8.0). Sources: AROYA Crop Steering: The Ultimate Guide; Grodan Cannabis Edition Ch. 3–4; Athena Vegetative Stage / Substrates Guide; Growlink Crop Steering E-Book.Root-in → Veg (5–15 pp) → Floración temprana (20–30 pp absoluto) → Bulking (15–25 pp absoluto) → Maduración (25–35 pp absoluto, CE 6–8).

RoomSala	Phase (inferred)Fase	P1 shot sizetamaño	Dryback target (absolute pp)Dryback objetivo	Pore EC bandBanda CE	VPD	Air temp / RHTemp aire / HR
Room 2 soilless · zones Table4-6 (instrumented) + Table 1-3 (no devices) · room ID 19050	Bulking (signal-inferred — 0 HGs configured)	3–5% (P1)	15–25 pp absolute	4.0–7.0 mS	not gradeable (no climate sensors)	not gradeable (no climate sensors)
Room 1 soilless · zones Table 1-3 (instrumented) + Table 4-6 (no devices) · room ID 19049	Idle / turnover (signal-inferred)	—	— (next cycle: set by phase)	—	not gradeable (no climate sensors)	not gradeable (no climate sensors)

RecommendationsRecomendaciones

Prioritized, plain-language. Owner = facility lead (George); Grower = day-to-day operator; Process = AROYA / Addium follow-up.Priorizadas. Owner = George; Grower = operador; Process = AROYA / Addium.

Owner P0 · Room 1 — bring the devices back online before re-plant

All four Room 1 devices (2 Nodes + 2 TEROS One heads, zone Table 1-3) have been silent since 2026-06-04 13:00 UTC — 8 days. Nodes are battery-powered: check whether they were powered down / pulled at harvest teardown, re-seat them in the new media at re-plant, and replace Node batteries if spent. Confirm fresh readings in the AROYA app before the new cycle's first irrigation.

The data shows a clean end-of-cycle (last shots 05-30, terminal dry-down, in-air readings by 06-01), so the gap likely covers an empty room — but if a new cycle is planted while the Nodes are dark, the run starts blind and the dryback story we built for Room 2 can't exist for Room 1. The mesh itself is healthy (Room 2 ran 100% all window), so this is purely device-local.

Process P1 · Add climate sensing — the missing half of the dryback story

Add one climate sensor per room (Climate One or Atmos 14 — both PoE-powered; never battery). This unlocks VPD, DIF, RH-risk, CO₂ and — critically for the dryback conversation — a confirmed lights-on time so the P0 delay and the lights-on vs lights-off split of the dry-down can be graded.

Today the entire atmosphere is invisible: we can see that Room 2 dries back 20.7 pp absolute per cycle, but not how much of that the climate is driving vs the roots. Every future audit section we had to mark "ungradeable" in this report is unlocked by this one addition.

Grower P1 · Room 2 — decide the ripening handoff now

The EC restack under way (~4.0 → 4.6 mS over the last four days) reads like the start of a ripening transition. If that's the plan: keep restacking substrate EC toward 6–8 mS and deepen the overnight dryback from ~20.7 pp toward 25–35 pp absolute (push ~40 pp the final week). If the room is staying in bulking longer, hold EC 4–7 mS and keep dryback 15–25 pp — today's program already does that well.

Substrate EC is the steering output, and its trajectory (stack → pull-back → restack) is exactly the lever that finishes a run. Naming the transition date makes the next two weeks deliberate instead of drift — and it's the natural continuation of the dryback conversation from the last call.

Process P2 · Configure harvest groups in AROYA

Zero harvest groups are configured for this facility (live-verified today), so every phase label in this report is signal-inferred. Set up HGs with strain, flip and expected harvest dates for the current Room 2 run and the next Room 1 run.

With HGs, phase targets stop being inferred from VWC/EC shape and start being anchored to the actual calendar — dryback grading gets sharper, and the app's own target bands activate.

Grower P2 · Instrument the second table group in each room

Room 2's data comes only from zone Table4-6; Room 1's only from Table 1-3 — the other table group in each room has no devices. Add (or relocate at turnover) a Node + TEROS One pair so both halves of each room are sensed.

One instrumented table group means the dryback and EC numbers represent half the room. If channeling or a clogged emitter develops on the unsensed tables, AROYA cannot see it. Two sensed positions per room also lets zone-vs-zone spread flag irrigation imbalance early.

Grower P3 · Watch Room 2 substrate temperature

Substrate holds 75–79°F — at or slightly above the warm end of the 69–76°F root-zone ideal. Worth checking bench heat / dripline exposure; no action needed if the canopy is healthy.

Warm root zones accelerate the dry-down and can compound a deep generative program. At the current dryback depth it's fine; it becomes relevant if you deepen toward ripening targets.

Data Quality & LimitationsCalidad de Datos y Limitaciones

What we could and couldn't measure, stated plainly. Coverage is the share of the 2026-05-29 → 2026-06-12 window with substrate samples present.Qué se pudo y no se pudo medir.

Audit-level limitationsLimitaciones

Room 1 telemetry covers 42.8% of the window — it stops at 2026-06-04 13:00 UTC and the last 8 days are dark. Nothing in that gap is shown, modeled or interpolated. The signal before the stop reads as end-of-cycle (harvest/teardown), so the gap likely covers an empty room — but that's an inference; the device outage itself is the P0 finding. Room 2 covers 100% of the window (2026-05-29 13:03 → 2026-06-12 12:54 UTC, n=2240 raw samples), so the report's 14-day claim rests on real full-window data.
No climate sensors exist at this site — air temp, RH, VPD and CO₂ are not measured anywhere. HVAC capacity, climate↔irrigation interplay, lights-on time and the P0 delay are all ungradeable. Substrate temp is the only thermal signal.
Phases are SIGNAL-INFERRED, not roster-verified — the live harvest-group pull returned 0 HGs configured for this facility (verified 2026-06-12). Room 2 "Bulking" and Room 1 "Idle / turnover" are read from VWC/EC trajectory and should be confirmed with George on the call.
Shot counts are DERIVED, not measured — no drip-volume / flow / valve telemetry exists. Primary count: net VWC rise ≥2 pp within a 1-hour bin; raw ~9-min step-ups ≥0.8 pp shown as cadence detail. Counts grade rhythm; absolute shot volume (% of substrate) is not graded.
No runoff series exists — runoff % and runoff EC can't be graded, so the EC pull-back/restack read is from pore EC alone.
Each room is sensed at one of its two table groups (Room 2: Table4-6; Room 1: Table 1-3). Numbers represent the instrumented tables; channeling on the unsensed tables would be invisible.
Clock times are UTC — the facility's local timezone / lights schedule isn't on file and can't be confirmed without climate sensors.
Overnight dryback (absolute pp) = daily peak VWC − the following cycle's pre-irrigation low, on the room-mean series, cycle boundaries 13:00 UTC. Per AROYA convention it is never expressed against field capacity.

RoomSala	VWC coverageCobertura VWC	Pore EC coverageCobertura CE	Climate coverageCobertura clima	SamplesMuestras	NotesNotas
Room 2	100%	100%	—	14.0d (n=2240)	Full window at raw ~9-min cadence (2026-05-29 13:03 → 2026-06-12 12:54 UTC). Substrate metrics only (2× Node + 2× TEROS One, zone Table4-6). Zone Table 1-3 has no devices — the trace represents half the room's tables.
Room 1	42.8%	42.8%	—	6.0d of 14d (n=644)	Telemetry stops 2026-06-04 13:00 UTC — 8 days dark (P0 device finding). In-media readings effectively end 2026-06-01 (probes then read in-air: VWC ~2.5%, EC 0). Nothing after 06-04 is shown or modeled. Zone Table 4-6 has no devices.