Per-tray identity. Per-tray yield. Per-tray signed record.

Hydroponics is warehouse-shaped: trays on racks, racks in aisles, vertical layers. Warehouse mapping puts each tray in physical 3D space; BioSwarm reads the microclimate where that tray sits. Together — per-tray yield prediction with a signed environmental history.

See the live demo → Pilot inquiry

How it works

Three signed steps, no integration debt.

1Each tray gets an identityQR-tagged trays slot into named racks; the warehouse-mapping software tracks position from propagation to harvest. No mystery trays, no spreadsheet drift.

2BioSwarm reads per-microclimateSensor nodes feed humidity, CO₂, temperature, and water status to the zone the tray is sitting in. Each reading is signed at the chip before it leaves.

3Per-tray yield model + audit chainYield at harvest is recorded against the tray ID, joined to that tray's environmental history. Predict next cycle's yield by rack-level conditions, prove every claim with the signed log.

Who buys it

High-value contexts where unsigned traceability fails.

Hydroponic operators (Liz)Loss-rate explanation: which tray in which rack consistently underperforms and why. Buying decision in one screen.

Indoor-ag investorsPer-tray ROI math instead of facility-level averages. Real defensible yield economics.

USDA / certification auditorsPer-tray environmental history is the cleanest evidence package they can ask for.

What the named buyers see

Real personas from our pipeline. Their words, their constraints, the artifact they walk away with.

Likely reference customer · ready Q3

Liz · hydroponic · North Carolina

Runs a 5-rack vertical hydroponic operation in NC.

Runs a 5-rack vertical hydroponic operation in NC. Supplies premium lettuces + herbs to local restaurants and a regional Whole Foods cluster. Brand is built on "story produce" — provenance + freshness.

If you can hand me a per-tray harvest log I can email to my Whole Foods buyer the morning I ship, I'm in this quarter.

What they walk away withPer-tray-ID environmental history + signed yield record, exportable as PDF or JSON. Replaces her spreadsheet + handwritten labels.

Strategic Q3 — needs one reference

Dr. Kim · ag-extension · North Carolina

NC State agricultural extension agent.

NC State agricultural extension agent. Advises 30+ commercial growers on NIH/USDA grant compliance. Wants reproducible per-site records that survive grant audits.

Show me a 12-month signed dataset from one of your hydroponic clients and I can move 3 operators to you next funding cycle.

What they walk away withYear-over-year per-tray yield comparison with signed environmental history — defensible at grant-audit time.

Pilot inquiry

Tell us what you're trying to trace — we'll scope a pilot.

ProvenanceSurface served from molecule-gen.org · root identity e5586ef939094a8e. Subject matter chains to 40668c787c463ca5 (BioSwarm / 26-role system map).

Live BioSwarm dashboard →26-role system map →Investor brief →Cold-chain witness →