# Greenhouse and nursery production planning that treats bench space as a real constraint

> Greenhouse nursery production planning is the work of scheduling crops backward from a ship week so that space, labor, inputs and finished counts line up. The 2024 Census of Horticultural Specialties counted 23,060 US operations selling $18.3 billion of horticultural product, $15.6 billion of it wholesale. Neurobird holds bench and block space as a finite resource, keeps spray records against the crop, and publishes availability from live counts.

- URL: https://neurobird.com/greenhouse/
- Product: Neurobird Greenhouse Nursery Production Coverage Platform
- Niche: greenhouse nursery production
- Buyer: greenhouse and nursery growers
- Status: in development, open for early access
- Updated: 2026-08-21

## What Neurobird Greenhouse Nursery Production does

- Schedule crops backward from ship week with real finish times, not optimistic ones
- Hold bench and block space as a finite resource so double commitments show before they happen
- Keep spray records and restricted entry intervals against the crop, not in a separate binder
- Publish availability from live counts including shrink, so the sales list matches the range

## How it works

1. **Schedule from the ship week** Enter the order and the finish week. The stick, transplant and space dates fall out backward from real crop times.
2. **Commit space, not intentions** Houses, benches and outdoor blocks are finite. A double commitment in week 14 shows the day it is booked, not in week 14.
3. **Publish availability that is true** Counts, grades and shrink update in the range, so the wholesale list a buyer sees matches what is actually saleable.

## From the source material

> Nursery stock, annual bedding plants, and sod were the largest sectors in 2024, with combined sales over $9.7 billion. operations $18.3 billion horticultural sales $15.6 billion horticulture sold wholesale Horticultural Sales U.S.

Source: USDA NASS, 2024 Census of Horticultural Specialties highlights, https://data.nass.usda.gov/Publications/Highlights/2026/HorticulturalSpecialties2024.pdf

## Industry context

- **23,060** US operations producing horticultural products in 2024, with sales of $18.3 billion and 85 percent of the value sold wholesale. (source: USDA NASS, 2024 Census of Horticultural Specialties, https://data.nass.usda.gov/Publications/Highlights/2026/HorticulturalSpecialties2024.pdf)
- **$9.7B** Combined 2024 sales of nursery stock, annual bedding plants and sod, the three largest sectors of the industry. (source: USDA NASS, Census of Horticultural Specialties, https://www.nass.usda.gov/Surveys/Guide_to_NASS_Surveys/Census_of_Horticultural_Specialties/index.php)
- **40 CFR 170** The EPA Worker Protection Standard, which sets restricted entry intervals, notification and training duties for anyone with employees in a treated area. (source: US Environmental Protection Agency, Worker Protection Standard, https://www.epa.gov/pesticide-worker-safety/agricultural-worker-protection-standard-wps)
- **7 CFR 319** Federal plant quarantine rules that govern what nursery stock can move and under what certification, which is why shipping plans and phytosanitary paperwork are the same problem. (source: Electronic Code of Federal Regulations, 7 CFR Part 319, https://www.ecfr.gov/current/title-7/subtitle-B/chapter-III/subchapter-A/part-319)
- **$3.1B** California horticultural sales in 2024, the largest of any state, which shows how concentrated wholesale supply is. (source: USDA NASS QuickStats, https://quickstats.nass.usda.gov/)

## Pricing

- Single range: $120 per range, per month
- Production nursery: $280 per range, per month
- Multi site: $520 per range, per month

## Questions

### What is greenhouse and nursery production planning?

Greenhouse and nursery production planning is the work of scheduling crops backward from a ship week so that space, labor, inputs and finished counts line up. In 2024 there were 23,060 US horticultural operations selling $18.3 billion of product, and most of them plan this in a spreadsheet.

### Why does bench space cause so many problems?

Because it is the real constraint and it is invisible. A crop that sits 2 weeks longer than planned does not just miss its ship date, it holds space the next crop was scheduled into, and the shortage shows up in week 14 with nowhere to put 4,000 pots.

### How do spray records fit into production?

Every application creates a restricted entry interval that blocks people from the treated area. If the REI lives in a binder and the pick list lives in a spreadsheet, you will eventually schedule a crew into a house they cannot legally enter under the EPA Worker Protection Standard.

### Does this replace our sales or accounting system?

No. Orders can come in from wherever you take them. The production schedule, the space plan, the spray records and the live availability live here, and the availability list goes back out to sales.

## Sources

- [USDA NASS, 2024 Census of Horticultural Specialties highlights](https://data.nass.usda.gov/Publications/Highlights/2026/HorticulturalSpecialties2024.pdf)
- [EPA Agricultural Worker Protection Standard](https://www.epa.gov/pesticide-worker-safety/agricultural-worker-protection-standard-wps)
- [USDA 7 CFR Part 319, plant quarantine](https://www.ecfr.gov/current/title-7/chapter-III/part-319)
- [USDA NASS QuickStats](https://quickstats.nass.usda.gov/)

## Contact

- office@neurobird.com
- https://neurobird.com/