Inside a Shunya Growth and Logistics Centre: How ProductionOS Runs the Day
A GLC produces fresh hydroponic fodder every single day. Here is exactly what that takes, and how the software holds it together.
A Shunya Growth and Logistics Centre is not a farm. It is a precision production facility running an unbroken 8-day biological cycle, where the output quality on any given day depends on decisions made 2, 4, and 6 days earlier. Managing that kind of rolling complexity by memory or by hand is how batches get lost.
This is what Shunya ProductionOS was built for. It sequences every task, captures every parameter, and connects each day's work to a network-wide performance record. The result is fresh, nutritionally dense hydroponic fodder dispatched to cattle owners every day of the year.
How Shunya ProductionOS structures every day at a Growth and Logistics Centre, from grain procurement through to dispatch and daily scorecard.
Grain procurement: the decision that sets everything else
Hydroponic fodder yield is not just a function of how well the growing room is managed. The maize entering the system sets a ceiling on what that room can produce. Low-quality grain germinates poorly, produces uneven root mats, and cuts the yield multiplier before the first tray is even seeded.
Before any batch enters the GLC, Shunya Drishti assesses it. The AI module evaluates physical and qualitative parameters and returns a confidence score. The buying team gets a binary call: buy or pass. No manual interpretation enters the decision. The same standard applies to every batch, at every GLC, regardless of who is procuring on a given day.
Most fodder quality problems are traceable to grain, not growing conditions. Drishti pushes the quality gate to procurement, before a substandard batch spends 8 days occupying rack space.
Grain processing and seeding
The day starts with Smart Vidhi, the task engine inside ProductionOS, prescribing the exact grain quantity to process. The number comes from demand projections 10 days out, not from a guess at how much the team used yesterday.
The grain goes through five washing cycles on the Shunya Pro Grain Washer. Smart Vidhi guides each cycle step by step on the associate's phone. Once washing is complete, Drishti runs a second check to verify thoroughness before the grain moves to the soaking tank.
After the mandated soak duration, the grain transfers to the Shunya Pro Germination Chamber. Controlled germination here determines the yield multiplier. When the sprout reaches the right stage, Drishti checks it one more time. Grain that passes loads onto the growth racks. Grain that does not gets held for correction or discarded.
Each GLC runs 8 trays simultaneously, each at a different stage of the cycle. On any given day, one tray is at Day 1 (freshly seeded), one is at Day 8 (ready to harvest), and six are growing in between. The system never stops. Seeding one tray and harvesting another happen on the same day, every day.
Harvest, quality check and dispatch
The Day 8 tray comes off the rack. Before it goes anywhere, Drishti runs a harvest-readiness check. The associate photographs the tray through the ProductionOS camera module. The AI examines root mat density and shoot height. Target: a dense white root mat and shoots between 20 and 25 centimetres. The tray weight goes in. ProductionOS compares it against the expected yield and logs the efficiency score.
Batches that pass get packed into labelled crates, one per drop point. The dispatch note goes to the delivery team. Batches that fail do not ship.
Once the harvest tray is empty, the sanitation protocol begins. The associate works through a digital checklist in Smart Vidhi. Every step gets a timestamp. If a step is skipped, the skip is logged with the time and the operator ID. That record stays attached to every tray that subsequently uses that rack slot.
After sanitisation, fresh germinated grain goes in at 1.0 to 1.2 kilograms per square foot. The associate opens a new batch entry in Smart Vidhi. ProductionOS timestamps it. Eight days from now, that entry becomes the Day 8 harvest prompt.
Hygiene and growth monitoring
This workflow runs across the full day, not in a single window. Smart Vidhi prompts stage-specific checks for each tray based on where it sits in the cycle.
| Cycle day | What Smart Vidhi checks | Target |
|---|---|---|
| Days 2–3 | Germination percentage | Above 90% |
| Days 4–5 | Shoot uniformity, mold patches | Even coverage, no mold |
| Day 6 | Shoot colour | Bright lime green |
| Day 7 | Shoot height | 20–25 cm |
Any anomaly, including fungal spores or pest activity, triggers an immediate corrective action prompt. If contamination risk is confirmed, Smart Vidhi initiates a discard protocol for that tray.
Room temperature and humidity are read continuously by the Urja IoT suite, which triggers automated corrections when readings drift outside the 24 to 28 degree Celsius window. Smart Vidhi surfaces the same data to the associate on their phone, so local visibility matches what the central system sees.
TDS and pH of the irrigation water are logged in Smart Vidhi. The system displays a 7-day trend alongside each reading. If a parameter breaches its threshold, the system prescribes the correction and the volume to apply.
Three things ProductionOS changes that a notebook cannot
Traceability. Every grain batch, every tray, every parameter reading and every operator action carries a timestamp. If a contamination event surfaces at a drop point, the GLC team can trace it to the exact tray, seed lot, and processing step within minutes. Handwritten logs cannot do that at the same speed or with the same certainty.
Benchmarking. Each GLC's yield efficiency feeds into a Shunya network comparison. A unit running at 6.2 kilograms per kilogram of seed can see that the network's top 10 units are running at 7.1 kilograms, along with the suggested root causes for the gap. That kind of signal does not exist when each site operates in isolation.
Remote supervision. Production Partners and the Shunya Operations Centre see today's harvest weight, yesterday's yield score, and any open amber or red flags on the central dashboard. They do not need to call the GLC or visit the site to know whether the day went well. Alerts surface automatically.
The daily scorecard
At the end of each day, ProductionOS generates a scorecard for the GLC. Four dimensions are scored: yield output against target, environmental parameter compliance, sanitation checklist completion, and dispatch accuracy. Each day's score rolls into a 7-day and a 30-day moving average on the central dashboard.
The score is not an audit tool. It is a production signal. A GLC that scores consistently on parameters but slips on yield has a growing-room issue. One that scores on yield but slips on hygiene has a process discipline issue. The pattern tells you where to look.
The 8-day cycle never pauses. Every day one tray completes, one tray starts, and six trays are growing. ProductionOS turns that continuous complexity into a structured, traceable, measurable operation. The GLC team follows Smart Vidhi. Drishti holds the quality gate. Urja holds the environment. The OC dashboard holds the view.
That is how a Shunya GLC delivers fresh fodder 365 days a year.
See how ProductionOS runs a GLC
For Production Partners, dairy cooperatives, and institutions looking to commission a hydroponic fodder unit.