Verified Case Study By Behnam Rahimi, Post-Harvest Expert
Published Updated 6 min read
Case Study

Half the crew.
Double the speed.

Cut post-harvest
labor costs
by 62%.

60-Acre Outdoor Grow

(Michigan, USA)

  • Cannabis producer, cultivator and processor
  • 200 employees
  • 60 acres under cultivation
Grip Cannabis, Michigan. Marvel AI GEN 3 running in the post-harvest line.

The Problem

Outdoor harvests arrive in a short, weather-sensitive window. Grip Cannabis needed to trim, sort, and grade very large volumes fast enough to protect late-season material from fall conditions, without ballooning labor.

Previously, 30 to 50 people worked up to 20 hours a day and still could not keep pace. That drove costs into the millions and put late batches at risk.

The Solution

Grip implemented the Marvel AI GEN 3 machine as the intelligence layer between existing equipment, automating quality control and flow-routing across the line.

T-Zero performs the first-pass trim and S1 separates micro-flowers. Marvel AI GEN 3 then inspects for infections and trim quality, flagging and routing contaminated or subpar flowers. Subpar flagged flowers are auto-routed to the T2 Tandem for re-trimming, which cuts manual rework and cost.

The result is intelligent decisioning, not just automation: a closed-loop flow where Marvel evaluates trim quality and contamination, determines the optimal next step, and executes that step in one pass.

The Results

  • 62% lower labor costs about $700,000 saved per harvest season.
  • 100% faster trimming throughput roughly 2x the speed of the previous season, with less than half the crew.
  • Consistent quality across all batches automated inspection and routing standardize trim quality.
  • Payback in about 2 weeks per postharvest manager Corey Lord.

Before Marvel vs. After Marvel

MetricBeforeWith Marvel
Labor cost per seasonInto the millions62% lower, about $700,000 saved
Post-harvest crew30 to 50 peopleUnder half the crew
Daily hours to keep paceUp to 20 hours a day, still behindKeeps pace at 2x throughput
Trimming throughputBaseline100% faster, about 2x
Quality across batchesAt risk under time pressureConsistent across all batches
Quality control and reworkManual inspection and reworkAutomated inspection, subpar flowers auto-routed to T2 Tandem
Flow decisionsManual, step by stepClosed-loop: Marvel decides and executes in one pass
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Glossary

Marvel AI GEN 3
AI inspection and flow-routing system from Twister Technologies that evaluates trim quality and contamination and routes each flower to the optimal next step.
Closed-loop flow control
A control approach where the system evaluates quality and contamination, determines the optimal next step, and executes it in one pass, instead of relying on manual decisions.
T-Zero
Twister Technologies trimming machine that performs the first-pass trim in Grip's post-harvest line.
S1
Separation equipment that pulls micro-flowers out of the main product stream.
T2 Tandem
Twister Technologies re-trimming machine that receives subpar flagged flowers for a second pass.
Post-harvest
The stage after cannabis is cut, covering trimming, sorting, and grading before packaging.

Frequently Asked Questions

What results did Grip Cannabis get with Marvel?
Grip Cannabis saw a 62% reduction in labor costs, about $700,000 saved per harvest season, 100% faster trimming throughput, and consistent quality across all batches after deploying Marvel AI GEN 3.
How much did Marvel reduce Grip Cannabis's labor costs?
Marvel reduced Grip Cannabis's labor costs by 62%, which is about $700,000 saved per harvest season.
How fast did Marvel pay for itself at Grip Cannabis?
According to postharvest manager Corey Lord, Marvel paid for itself in about two weeks.
What is Marvel AI GEN 3?
Marvel AI GEN 3 is an AI inspection and flow-routing system from Twister Technologies. It inspects flowers for infections and trim quality, then flags and routes contaminated or subpar flowers automatically.
How does Marvel work with Grip's existing trimming equipment?
Marvel sits as an intelligence layer between existing machines. T-Zero performs the first-pass trim, S1 separates micro-flowers, Marvel inspects and routes, and subpar flowers are auto-routed to the T2 Tandem for re-trimming.
What problem was Grip Cannabis trying to solve?
Outdoor harvests arrive in a short, weather-sensitive window. Grip needed to trim, sort, and grade very large volumes fast, and previously 30 to 50 people worked up to 20 hours a day and still could not keep pace, driving costs into the millions.
How much faster is trimming with Marvel?
Trimming throughput is 100% faster, roughly twice the speed of the previous season, achieved with less than half the crew.
Where is Grip Cannabis located and how big is the operation?
Grip Cannabis is a cannabis producer, cultivator, and processor in Michigan, USA, operating a 60-acre grow with about 200 employees.

Cite this case study

APA

Rahimi, B. (2026, March 24). Grip Cannabis cuts post-harvest labor costs by 62% with Marvel. Twister Technologies. https://www.twistertrimmer.com/customer-cuts-post-harvest-labor-costs-by-62-with-marvel/

MLA

Rahimi, Behnam. “Grip Cannabis Cuts Post-Harvest Labor Costs by 62% With Marvel.” Twister Technologies, 24 Mar. 2026, www.twistertrimmer.com/customer-cuts-post-harvest-labor-costs-by-62-with-marvel/.

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© 2026 Twister Technologies. Marvel is a product of Twister Technologies. All quotes used with permission.