medical humanitarian organization
Médecins Sans Frontières / Doctors Without Borders
Industry Aid
An international medical humanitarian movement with a charter emphasizing independence, impartiality, neutrality, and care for people affected by conflict, disaster, exclusion, or epidemics. Médecins Sans Frontières / Doctors Without Borders scores well because the model leaves more value with stakeholders and the institution is less hostile to people with weak bargaining power, though person-dependent governance and ecological harm still limits the evaluation.
Why this matters: MSF is a major calibration point for aid organizations that operate near war, displacement, and state failure.
Letter grade A Good Medium confidence (AI) Rubric gcd-rubric-v1
* Tentative scaffolding score. Not human-checked or final.
Request verification to have the evidence record checked against primary materials and organization-supplied documents. Verification does not buy a higher score; scores change only when review finds factual errors, omissions, or miscalibration.
Evaluation Overview
A - Good
The score turns mainly on Extraction, with the largest penalty coming from Reversibility.
Strengths
- Extraction8/10
- Ownership7/10
- Governance7/10
Penalties
- Reversibility-5
- Ecological Harm-1
Evidence state
- ConfidenceMedium confidence (AI)
- ThoroughnessDeveloped (AI)
- Linked claims9
- Direct axis claims8
- Coverage8/15
Scoring Axes
| Axis | Score | Why this score |
|---|---|---|
Ownership
?
Control rights: shareholder-dominated at 0, worker cooperative control
at 10.
|
7 / 10 |
MSF’s charter commits the organization to medical aid for people in distress and to principles of independence, impartiality, and neutrality. Linked evidence |
Governance
?
Binding decision authority: centralized control at 0, democratic
stakeholder control at 10.
|
7 / 10 |
MSF’s charter commits the organization to medical aid for people in distress and to principles of independence, impartiality, and neutrality. |
Extraction
?
Surplus allocation, wage share, CEO pay ratio, margins, and structured
extraction judgment.
|
8 / 10 |
MSF’s charter commits the organization to medical aid for people in distress and to principles of independence, impartiality, and neutrality. Linked evidence |
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 |
MSF’s charter commits the organization to medical aid for people in distress and to principles of independence, impartiality, and neutrality. Linked evidence |
Solidarity with the
Unemployed
?
Treatment of exits and nonworkers, including severance, redeployment,
and non-competes.
|
7 / 7 |
MSF’s charter commits the organization to medical aid for people in distress and to principles of independence, impartiality, and neutrality. Linked evidence |
Loss-Bearing Fidelity
?
Willingness to absorb costs to preserve values, workers, users, and
public obligations.
|
7 / 7 |
MSF’s charter commits the organization to medical aid for people in distress and to principles of independence, impartiality, and neutrality. Linked evidence |
Market Conduct
?
Pricing fairness, switching costs, lock-in, and rent extraction.
|
5 / 5 |
MSF’s charter commits the organization to medical aid for people in distress and to principles of independence, impartiality, and neutrality. Linked evidence |
Product Integrity
?
Preservation of quality rather than degradation for monetization.
|
5 / 5 |
Doctors Without Borders publishes annual reports and financial information for its international medical humanitarian work. |
Scale Integrity
?
Whether growth improves or degrades fairness and accountability.
|
5 / 5 |
MSF’s charter commits the organization to medical aid for people in distress and to principles of independence, impartiality, and neutrality. Linked evidence |
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 |
The organization’s positive conduct depends materially on current leadership, nonprofit or platform policy, accreditation rules, religious culture, or discretionary operating practice rather than on locked worker or affected-stakeholder control. Linked evidence
|
Ecological Harm
?
Footprint, trajectory, irreversibility, culpability, and scale,
including whether ecological harm is central to the model and continued
after credible notice. Range: -30 to 0.
|
-1 |
Emergency medical logistics and field operations carry ecological costs, but the organization’s core purpose is humanitarian relief rather than ecological extraction. Linked evidence
|
Bonus Credits
| Bonus | Credit | Why this credit |
|---|---|---|
Openness to Dissent
?
Credit for tolerating internal, user, customer, worker, and public
dissent without retaliation, capture, or viewpoint laundering.
|
2 / 3 |
MSF’s public commitment to bearing witness and speaking out creates more dissent capacity than most aid organizations, though governance remains professionalized. Linked evidence
|
Constitutional Spirit
?
Credit for respecting constitutional rights and civil-liberties norms
even where private law does not strictly require it.
|
3 / 3 |
MSF’s independence and neutrality principles constrain state, military, and sectarian capture of aid. Linked evidence
|
Good Deal
?
Credit for unusually fair value: durable quality, fair pricing, low
lock-in, and clear customer surplus.
|
3 / 3 |
MSF provides emergency medical aid to people affected by armed conflict, epidemics, disasters, and exclusion from healthcare. Linked evidence
|
Cost Transparency
?
Credit for clear posted prices, all-in fees, unit costs, public rate
cards, margin/cost visibility, or surplus-allocation transparency,
especially in markets where opaque quotes, hidden fees, or
individualized pricing are normal.
|
2 / 3 |
MSF and Doctors Without Borders publish financial and annual-report information about humanitarian medical activities. Linked evidence
|
Confidence Basis
Confidence Basis
Confidence is computed from the evidence trail and review state, not typed into the profile by hand.
Medium 69/100
9 verified linked claims 8 direct axis claims 0 disputed claims 8/15 components covered
This confidence label measures the source-backed evidence trail. AI-scaffolded scores remain tentative until human review.
Claim confidence 13/20
9 verified linked claims
Source quality 13/18
Best source per verified claim, weighted by institutional reliability
Direct axis-specific claims 9/18
8 direct claims across 15 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 5/10
8/15 evidence-bearing components have direct support
Evidence State
Evidence State
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.1MSF’s charter commits the organization to medical aid for people in distress and to principles of independence, impartiality, and neutrality.
- MSF Charter and PrinciplesGeneral web source · 58%
2Doctors Without Borders publishes annual reports and financial information for its international medical humanitarian work.
- Doctors Without Borders Financial InformationPrimary public record · 100%
3MSF’s public commitment to bearing witness and speaking out creates more dissent capacity than most aid organizations, though governance remains professionalized.
- MSF Charter and PrinciplesGeneral web source · 58%
4MSF’s independence and neutrality principles constrain state, military, and sectarian capture of aid.
- MSF Charter and PrinciplesGeneral web source · 58%
5MSF provides emergency medical aid to people affected by armed conflict, epidemics, disasters, and exclusion from healthcare.
- MSF Charter and PrinciplesGeneral web source · 58%
6MSF and Doctors Without Borders publish financial and annual-report information about humanitarian medical activities.
- Doctors Without Borders Financial InformationPrimary public record · 100%
7The organization’s positive conduct depends materially on current leadership, nonprofit or platform policy, accreditation rules, religious culture, or discretionary operating practice rather than on locked worker or affected-stakeholder control.
- MSF Charter and PrinciplesGeneral web source · 58%
8Emergency medical logistics and field operations carry ecological costs, but the organization’s core purpose is humanitarian relief rather than ecological extraction.
- MSF Charter and PrinciplesGeneral web source · 58%
9Médecins Sans Frontières / Doctors Without Borders's public materials state a mission, values, ownership model, advocacy role, or institutional standpoint plainly enough that this record does not identify penalty-level neutrality theater.
- Médecins Sans Frontières / Doctors Without Borders official sitePrimary public record · 100%
- MSF Charter and PrinciplesGeneral web source · 58%
- Doctors Without Borders Financial InformationPrimary public record · 100%
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How This Page Is Maintained
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Audit Log
Recent public changes for this company or group. The full audit log is part of the Transparency record.
Added source-backed evaluation during accreditation/watchdog, charity/humanitarian, fundraising-platform, and religious-institution expansion pass.