Operator Economics How Indoor Growers Stay Profitable

Why Operator Economics Matter More Than Ever for Indoor Growers in 2026

Plenty filed Chapter 11 in March 2025. Bowery shut down in November 2024. AppHarvest, AeroFarms, Kalera. The Source.ag CEO puts the aggregate capital destroyed across just four of those companies at $2.7 billion. How indoor growers stay profitable in 2026 is a different question than it was three years ago. The capital era is over. The operations era has started. The gap between the indoor growers winning and the ones shutting down is no longer measured in funding rounds. It’s measured in cost per kilogram.

TL;DR

What is operator economics? Measuring what each kilogram, harvest cycle, and room costs to produce, built from the labor hours and kilowatt hours that went in and the harvest that came out. Why does it matter now? Capital stopped covering unprofitable cycles in 2024. Commercial power is projected up 5.4% for 2026 and farm wages are up roughly 30% in five years, so the room either pays for itself or it closes.

PDS ties energy, labor, and environmental data to the harvest record, so cost per kilogram is a number you can read rather than reconstruct.

Show me how PDS tracks this

The 2025 Global Controlled Environment Agriculture Census, surveying more than 470 farms across 57 countries, opens with a phrase that reads like the obituary of the prior decade: “CEA enters a more disciplined era.” Operator confidence in expansion has dropped from roughly 90% in 2019 to about 67% in 2025. Two-thirds of farms still plan to expand. The difference is that the survivors are doing it on operational discipline, not capital optimism.

This piece is for the operators reading from inside that shift.

The capital era ended in public

The bankruptcy ledger reads like a roll call of the prior decade’s vertical farming bets.

Plenty filed Chapter 11 in U.S. Bankruptcy Court for the Southern District of Texas on March 23, 2025, after raising approximately $1 billion since 2014, backed by SoftBank, Walmart, and Bezos Expeditions. Its $400 million Walmart-backed leafy greens facility in Compton, California opened in May 2023 and closed in December 2024, a run of less than two years, citing California energy costs. Plenty emerged from Chapter 11 about two months later, refocused exclusively on premium strawberries.

Bowery Farming wound down operations in November 2024. Not a Chapter 11 filing. A shutdown. The company had raised more than $700 million at a peak valuation of $2.3 billion. WARN filings recorded 187 layoffs across Bethlehem and Nottingham. The $70 million Georgia facility went into liquidation in late 2025.

AppHarvest filed Chapter 11 in July 2023 with more than $300 million in funded debt and lease obligations. AeroFarms filed Chapter 11 in June 2023, recapitalized through a Grosvenor Food and AgTech-led group, and pivoted to microgreens-only production at its Danville, Virginia facility, where it now operates profitably. Kalera filed Chapter 11 in April 2024 and was sold to a private equity lender. Infarm closed operations across Copenhagen, the UK, France, the Netherlands, Japan, and Frankfurt through 2022 and 2023.

Aggregate capital destroyed across just Plenty, AppHarvest, Bowery, and AeroFarms: roughly $2.7 billion, per a tally from Source.ag CEO Rien Kamman.

The capital flow data tells the same story. AgFunder’s 2024 Global AgriFoodTech Investment Report shows funding to novel farming systems fell 53% year over year. About 40% of what remained went to a single Oishii raise. The category was already down 79% from 2022 to 2023. There is no longer a wave of capital coming to subsidize unprofitable cycles.

Capital is no longer the moat. Operations are.

What operator economics means

Definition

Operator economics is the discipline of measuring what each kilogram, harvest cycle, and room costs to produce.

Not topline revenue. Not theoretical yield. Not the projection in the deck. The real number, calculated from the labor hours that touched the cycle, the kilowatt hours that ran the equipment, the inputs consumed, and the harvest that came out the other end.

It is distinct from facility economics, which describe the capital cost of building a grow. It is distinct from market economics, which describe the price retail or wholesale buyers will pay. Both matter. Neither tells the operator whether the room is making or losing money.

Most CEA content avoids this conversation. Vendors don’t want to publish numbers that reveal where their software stops being useful. Public publications don’t have access to the operational data that would let them do the math credibly. The result is a market full of generic “controlled environment agriculture” thought leadership and very little serious unit economics journalism.

The operator economics conversation is the conversation operators are having on the production floor. It belongs in public.

The numbers that matter

Two cost lines define indoor cultivation: energy and labor. The 2025 CEAg Census put them at almost exactly the same weight. Forty-seven percent of operators cite energy as a top cost pressure. Forty-six percent cite labor.

On energy, the most rigorous published benchmarks come from a 2025 meta-analysis in Nature’s npj Sustainable Agriculture, which synthesized 116 studies across 40 countries. The numbers:

  1. Vertical farming lettuce10 to 18 kilowatt hours per kilogram in current operations.
  2. Optimized high-tech greenhouse lettuce5 to 6 kilowatt hours per kilogram.
  3. Open-field lettuce1 to 5 kilowatt hours per kilogram.
  4. Technical floor for vertical farming3.1 to 7.4 kilowatt hours per kilogram, achievable with equipment and control improvements.

The gap between current vertical farming performance and the technical floor is the operator’s daily P&L. The same discipline decides whether a tipburn cycle or a gray mold outbreak is a rounding error or a lost quarter. It’s the difference between a room that makes money and one that bleeds.

Lighting drives 65% to 85% of total energy use in vertical farms, per peer-reviewed analysis. HVAC adds another 10% to 20%, with some breakdowns putting HVAC alone at 30% to 40% of total energy. Circulating fans are noise.

The trajectory is not getting easier. The U.S. Energy Information Administration projects commercial electricity rates rising 5.4% in 2026, on top of compounding annual increases since 2023. Between January and July 2025, the all-sector average price moved from 13.11 to 14.38 cents per kilowatt hour, a 10% nominal increase in six months. The drivers are structural: data center demand, electrification of transport, grid modernization, weather hardening. None of those reverse.

Labor follows a similar pattern. The Bureau of Labor Statistics put nonsupervisory farmworker wages at $17.23 per hour in 2024, with agricultural manager wages at $30.70 per hour, up 6.6% year over year. The H-2A Adverse Effect Wage Rate, which determines what employers pay seasonal foreign workers, has risen approximately 30% over five years. Operators running on labor budgets set in 2020 are working with cost models that no longer reflect reality.

What’s missing from the published literature is granular labor-hours-per-kilogram benchmarks by crop type. Operators measure this internally; cross-operation comparisons are scarce. That gap is part of what disciplined operators are starting to close themselves, by tracking labor at the room level and comparing across cycles.

What disciplined operators do differently

The CEAg Census provides the clearest picture of what survival looks like.

56%
Report being profitable
2/3
Plan to expand
57%
Run energy-efficient equipment
30%
Use monitoring and analytics for energy
24%
Have on-site renewables
37%
Have AI in some form

That AI figure is mostly embedded in climate and fertigation systems rather than running standalone.

Translation: the survivors measure things. They know what the cycle cost. They know which room outperformed. They tie environmental data to harvest outcomes instead of treating them as separate spreadsheets, and they benchmark one room against another.

The strategic moves of the larger survivors map to this discipline.

AeroFarms, post-Chapter 11, killed every product that didn’t pencil and refocused exclusively on microgreens at its Danville, Virginia facility. The new positioning isn’t “vertical farming for everyone.” It’s microgreens, a category with the highest revenue density per square foot in CEA, run with single-SKU operational tightness.

Plenty, after closing the $400 million Compton leafy greens facility, restructured around premium strawberries at a Richmond, Virginia operation. The leafy greens P&L didn’t work at scale. The strawberry P&L might.

Mucci Farms, now part of Cox Farms, has 105 acres of strawberries under glass with another 50 planned for 2026, plus expansions through acquisitions of Hacienda Farms and Greenhill Produce in Ontario. Cox Farms now operates more than 650 greenhouse acres across North America. The growth model is operational, not VC-fueled.

Little Leaf Farms operates the world’s largest controlled-environment leafy greens facility on a 40-acre campus in McAdoo, Pennsylvania, distributed across more than 8,000 grocery stores. Single crop. Regional density. Operational discipline.

None of these companies are succeeding because they raised the most. They’re succeeding because they tracked the numbers, killed what didn’t work, and concentrated on what did.

Why 2026 looks different from 2022

Three forces converged to make 2026 a different year than 2022.

First, the capital constraint. AgFunder’s data is unambiguous: novel farming systems funding fell 53% in 2024, with concentration risk so high that a single Oishii raise represented around 40% of the year’s category total. Operators planning a 2026 expansion can’t assume the next round will rescue an unprofitable existing operation. The discipline is forced.

Second, the energy trajectory. The EIA’s projected 5.4% commercial rate increase in 2026 compounds on the 4.9% increase in 2024 and the 3% in 2025. An operator whose room cost $0.40 per kilogram in energy three years ago might be at $0.48 today. That difference can flip a wholesale contract from profitable to break-even.

Third, the labor trajectory. AEWR up 30% over five years. Median agricultural worker wages up roughly 8% in two years. The structural pressure on labor cost is not a cycle. It’s a level shift.

Aggregate market growth won’t bail any of this out. Research firms put the global CEA market at somewhere between $67 billion and $133 billion in 2025, depending on whose definition wins (Mordor, Future Market Insights, and Persistence Market Research all publish materially different figures). The spread itself is a tell: the category is too immature to measure precisely. An operator counting on category tailwinds is not measuring the cycle in front of them.

Three years ago, an operator could be unprofitable and still be funded. That isn’t the deal anymore.

How to start measuring like a survivor

Three steps an operator can implement immediately, before any new software, before any new hardware, before any new strategy session.

  1. Track cost per kilogram by crop, by room, by cycleNot topline revenue. Not theoretical yield. The real cost. That number, surfaced in room and cycle reporting, is the floor under every commercial decision the operation makes for the next twelve months.
  2. Tie environmental conditions to outcomesVapor pressure deficit, daily light integral, kilowatt hours consumed, hours of labor logged, every one of those data points connected to the cycle’s harvest record. Most operations have all of these numbers somewhere. Few have them in one place where they can be compared, which is what an environmental analyzer tied to harvest records is for.
  3. Make the numbers visible to the role making the decisionWorkers on the floor see what they need to enter and execute. Managers see room-level performance, strain benchmarks, and labor productivity. Executives see multi-site KPIs and harvest forecasts. Different roles. Different views. Same underlying data.

This is what the surviving 56% are already doing. It’s also what cultivation intelligence software is supposed to do, when it works. Real results, not more dashboards.

The operations era rewards operators who can answer questions the spreadsheet wave never could. Which room outperformed? Why? What did the labor schedule look like during the cycle that beat the benchmark? What environmental conditions correlate with the harvests sold at premium versus the ones that went to discount? Operators who can answer those questions, room by room, cycle by cycle, will still be operating in 2030. The ones who can’t are already in the bankruptcy ledger.

The capital era of indoor agriculture ended in public. The operations era is well underway. Plenty, AppHarvest, AeroFarms, Bowery, and Kalera spent more than $2 billion combined trying to industrialize a category before the unit economics worked. The next decade will be won by operators who measure what’s happening in each room, each cycle, each kilogram. How indoor growers stay profitable in 2026 is an operations question, not a capital question. The next decade rewards measurement, not raises.

See it on your own numbers

See what each room, cycle, and kilogram costs

PDS connects environmental data, harvest records, and cost outcomes into one platform built for operators who plan to be operating in 2030.

Frequently Asked Questions

What is operator economics in indoor farming?

Operator economics is the discipline of measuring what each kilogram, harvest cycle, and room costs to produce, calculated from the labor hours that touched the cycle, the kilowatt hours that ran the equipment, the inputs consumed, and the harvest that came out. It is distinct from facility economics, which describe the capital cost of building a grow, and from market economics, which describe what buyers will pay. Both of those matter, and neither tells an operator whether a room is making or losing money.

How much does it cost in energy to grow lettuce in a vertical farm?

A 2025 meta-analysis in npj Sustainable Agriculture, synthesizing 116 studies across 40 countries, puts vertical farming lettuce at 10 to 18 kilowatt hours per kilogram in current operations, against 5 to 6 for an optimized high-tech greenhouse and 1 to 5 for open field. The technical floor for vertical farming is 3.1 to 7.4 kilowatt hours per kilogram, achievable with equipment and control improvements. The gap between 10 to 18 and that floor is the operator’s daily P&L.

Why did so many vertical farms go bankrupt in 2024 and 2025?

Capital stopped subsidizing unprofitable unit economics. Plenty filed Chapter 11 in March 2025 after raising roughly $1 billion. Bowery wound down in November 2024 having raised more than $700 million. AppHarvest, AeroFarms, and Kalera all filed between 2023 and 2024. Aggregate capital destroyed across just four of them is around $2.7 billion. AgFunder recorded funding to novel farming systems falling 53% year over year, with about 40% of what remained going to a single raise.

Is energy or labor the bigger cost for indoor growers?

They are close to equal. The 2025 Global CEA Census found 47% of operators citing energy as a top cost pressure and 46% citing labor. Within energy, lighting drives 65% to 85% of total use in vertical farms and HVAC adds another 10% to 20%. Both lines are rising: commercial electricity is projected up 5.4% in 2026, and the H-2A Adverse Effect Wage Rate has risen roughly 30% over five years.

How do profitable CEA operators track cost per cycle?

They track cost per kilogram by crop, by room, and by cycle rather than topline revenue or theoretical yield. They connect environmental conditions, vapor pressure deficit, daily light integral, kilowatt hours, and logged labor hours, to each cycle’s harvest record in one place instead of separate spreadsheets. Then they make the numbers visible to the role making the decision, so floor staff, managers, and executives each see the cut relevant to them.

Sources
  1. Agritecture and CEAg World, 2025 Global CEA Census. agritecture.com and ceagworld.com
  2. npj Sustainable Agriculture (Nature), “The emergence of indoor agriculture as a driver of global energy demand,” 2025. nature.com
  3. AgFunder, Global AgriFoodTech Investment Report 2024. agfunder.com
  4. U.S. Energy Information Administration, Electricity Monthly Update. eia.gov
  5. U.S. Bureau of Labor Statistics, Occupational Employment and Wage Statistics, 2024. bls.gov
  6. iGrow News, “Inside the 2025 Indoor Farming Bankruptcies.” igrownews.com
  7. TechCrunch, “Vertical farming company Plenty files for bankruptcy after raising nearly $1B,” March 24, 2025. techcrunch.com
  8. Axios, “Vertical farming company Bowery to wind down operations,” November 5, 2024. axios.com

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