Lundberg Family Farms

family-owned organic rice company

Lundberg Family Farms

Industry Food

A California family-owned rice and packaged-food producer known for organic rice, sustainability reporting, and long-running organic agriculture commitments. Lundberg Family Farms remains weak because of person-dependent governance, even where the product or service has practical value.

Why this matters: Lundberg is a relatively good staple-food producer because its model emphasizes organic rice and sustainability, though governance is still family-private rather than democratic.

Letter grade D Extractive Medium confidence (AI) Rubric gcd-rubric-v1

Final Score 31* D - Extractive

* Tentative scaffolding score. Not human-checked or final.

Base Material37
Bonus+0
Cap41Ownership <= 4 and Governance <= 4
After Cap37
Penalties-6
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Evaluation Overview

D - Extractive

The score turns mainly on Extraction, with the largest penalty coming from Reversibility.

Strengths

  • Extraction5/10
  • Loss-Bearing Fidelity5/7
  • Product Integrity5/5

Penalties

  • Reversibility-5
  • High-Carbon Products-1

Evidence state

  • ConfidenceMedium confidence (AI)
  • ThoroughnessDeveloped (AI)
  • Linked claims4
  • Direct axis claims4
  • Coverage4/11

Scoring Axes

Axis Score Why this score
Ownership
?
Control rights: shareholder-dominated at 0, worker cooperative control at 10.
2 / 10

Lundberg Family Farms is a family-owned rice producer whose public sustainability materials frame family stewardship and long-term organic farming as central to the company.

Linked evidence
  • Lundberg Family Farms is a family-owned rice producer whose public sustainability materials frame family stewardship and long-term organic farming as central to the company. [1]
Governance
?
Binding decision authority: centralized control at 0, democratic stakeholder control at 10.
4 / 10

Lundberg Family Farms is a family-owned rice producer whose public sustainability materials frame family stewardship and long-term organic farming as central to the company.

Linked evidence
  • context Lundberg Family Farms is a family-owned rice producer whose public sustainability materials frame family stewardship and long-term organic farming as central to the company. [1]
Extraction
?
Surplus allocation, wage share, CEO pay ratio, margins, and structured extraction judgment.
5 / 10

Lundberg Family Farms is a family-owned rice producer whose public sustainability materials frame family stewardship and long-term organic farming as central to the company.

Linked evidence
  • context Lundberg Family Farms is a family-owned rice producer whose public sustainability materials frame family stewardship and long-term organic farming as central to the company. [1]
  • context Lundberg publishes sustainability reporting around organic rice production, product integrity, and a seed-to-shelf sustainability approach. [2]
Labor Sovereignty
?
Worker power: coercive conditions at 0, co-determination or ownership at 7. Employee dissatisfaction matters only when source-backed evidence shows concrete limits on worker agency, such as coercive scheduling, retaliation, wage theft, harassment, unsafe conditions, suppression of worker voice, or extreme turnover.
4 / 7

Lundberg Family Farms is a family-owned rice producer whose public sustainability materials frame family stewardship and long-term organic farming as central to the company.

Linked evidence
  • context Lundberg Family Farms is a family-owned rice producer whose public sustainability materials frame family stewardship and long-term organic farming as central to the company. [1]
  • context Lundberg publishes sustainability reporting around organic rice production, product integrity, and a seed-to-shelf sustainability approach. [2]
Solidarity with the Unemployed
?
Treatment of exits and nonworkers, including severance, redeployment, and non-competes.
3 / 7

Lundberg Family Farms is a family-owned rice producer whose public sustainability materials frame family stewardship and long-term organic farming as central to the company.

Linked evidence
  • context Lundberg Family Farms is a family-owned rice producer whose public sustainability materials frame family stewardship and long-term organic farming as central to the company. [1]
  • context Lundberg publishes sustainability reporting around organic rice production, product integrity, and a seed-to-shelf sustainability approach. [2]
Loss-Bearing Fidelity
?
Willingness to absorb costs to preserve values, workers, users, and public obligations.
5 / 7

Lundberg Family Farms is a family-owned rice producer whose public sustainability materials frame family stewardship and long-term organic farming as central to the company.

Linked evidence
  • context Lundberg Family Farms is a family-owned rice producer whose public sustainability materials frame family stewardship and long-term organic farming as central to the company. [1]
  • context Lundberg publishes sustainability reporting around organic rice production, product integrity, and a seed-to-shelf sustainability approach. [2]
Market Conduct
?
Pricing fairness, switching costs, lock-in, and rent extraction.
4 / 5

Lundberg publishes sustainability reporting around organic rice production, product integrity, and a seed-to-shelf sustainability approach.

Linked evidence
  • context Lundberg publishes sustainability reporting around organic rice production, product integrity, and a seed-to-shelf sustainability approach. [2]
  • context Lundberg Family Farms is a family-owned rice producer whose public sustainability materials frame family stewardship and long-term organic farming as central to the company. [1]
Product Integrity
?
Preservation of quality rather than degradation for monetization.
5 / 5

Lundberg publishes sustainability reporting around organic rice production, product integrity, and a seed-to-shelf sustainability approach.

Linked evidence
  • Lundberg publishes sustainability reporting around organic rice production, product integrity, and a seed-to-shelf sustainability approach. [2]
Scale Integrity
?
Whether growth improves or degrades fairness and accountability.
5 / 5

Lundberg Family Farms is a family-owned rice producer whose public sustainability materials frame family stewardship and long-term organic farming as central to the company.

Linked evidence
  • context Lundberg Family Farms is a family-owned rice producer whose public sustainability materials frame family stewardship and long-term organic farming as central to the company. [1]
  • context Lundberg publishes sustainability reporting around organic rice production, product integrity, and a seed-to-shelf sustainability approach. [2]

Penalties

Penalty Applied Why this penalty
Reversibility
?
Applied when positive conduct depends on current living leaders, founders, family owners, or other person-contingent governance rather than durable structure. Range: -5 to 0.
-5

Lundberg’s positive practices appear tied to family ownership and stewardship culture rather than a democratic ownership lock, describes conduct considered under Reversibility the rubric.

Linked evidence
  • Lundberg’s positive practices appear tied to family ownership and stewardship culture rather than a democratic ownership lock, describes conduct considered under Reversibility the rubric. [3]
High-Carbon Products
?
Core products, services, financing, or supply chains that materially depend on fossil-fuel combustion, high-emissions transport, industrial animal agriculture, meat, dairy, or other unusually carbon-intensive activity. This is scored separately from general ecological harm so ordinary consumers can see carbon-intensive product exposure directly. Range: -10 to 0.
-1

The product category is food and agriculture, but the profile centers staples, produce, grains, beverages, or baked goods rather than meat or dairy.

Linked evidence
  • Lundberg Family Farms has lower-carbon food with residual exposure high-carbon product exposure based on its listed business model and current profile description: A California family-owned rice and packaged-food producer known for organic rice, sustainability reporting, and long-running organic agriculture commitments. Lundberg Family Farms remains weak because of person-dependen… [4]

Bonus Credits

No bonus credits applied in this version.

Confidence Basis

Confidence Basis

Confidence is computed from the evidence trail and review state, not typed into the profile by hand.

Medium 65/100

4 verified linked claims 4 direct axis claims 0 disputed claims 4/11 components covered

This confidence label measures the source-backed evidence trail. AI-scaffolded scores remain tentative until human review.

Claim confidence 15/20

4 verified linked claims

Source quality 12/18

Best source per verified claim, weighted by institutional reliability

Direct axis-specific claims 6/18

4 direct claims across 11 active components

Dispute load 12/12

0 disputed claims on this entity

Recency 10/10

Newest accepted timestamp: May 13, 2026

Reviewer status 7/12

Human-reviewed components score higher than AI scaffolding

Component coverage 4/10

4/11 evidence-bearing components have direct support

Evidence State

Evidence State

Profile stateAI draft / human-pending
VerificationUnverified
ConfidenceMedium confidence (AI)
ThoroughnessDeveloped (AI)
Correction routeUse “Challenge this rating” for factual errors, missing counterevidence, source problems, or calculation mistakes.
Company responseCompany representatives can submit source-backed corrections; payment never changes scores or reviewer authority.

Claims and Sources

Claims are the evidence record. Each claim needs a source link, axis category, status, confidence level, and timestamp before it can support a score.

* Tentative scaffolding score. Not human-checked or final.
1Lundberg Family Farms is a family-owned rice producer whose public sustainability materials frame family stewardship and long-term organic farming as central to the company.

Ownership Verified Medium confidence AI-generated / human-pending

AI scaffold

2Lundberg publishes sustainability reporting around organic rice production, product integrity, and a seed-to-shelf sustainability approach.

Product Integrity Verified High confidence AI-generated / human-pending

AI scaffold

3Lundberg’s positive practices appear tied to family ownership and stewardship culture rather than a democratic ownership lock, describes conduct considered under Reversibility the rubric.

Reversibility Verified Medium confidence AI-generated / human-pending

AI scaffold

4Lundberg Family Farms has lower-carbon food with residual exposure high-carbon product exposure based on its listed business model and current profile description: A California family-owned rice and packaged-food producer known for organic rice, sustainability reporting, and long-running organic agriculture commitments. Lundberg Family Farms remains weak because of person-dependen…

High Carbon Products Verified Medium confidence Human-reviewed

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