public information, news, and legal-data company

Thomson Reuters

Industry News

A public information company that owns Reuters and sells legal, tax, risk, and investigative data products, including CLEAR. Reuters itself has public information value, but the parent also sells data infrastructure to law-enforcement and risk customers.

Why this matters: Reuters should be read together with the parent's legal-data and investigative-products business.

Letter grade D Extractive High confidence (AI) Rubric gcd-rubric-v1 Last reviewed May 12, 2026

Final Score 8* D - Extractive

DEXTRACTIVE8 pts

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

Base Material21

Bonus+0

Cap35Ownership <= 2 and Governance <= 2

After Cap21

Penalties-13

!Not Verified

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Evaluation Overview

D - Extractive

The score turns mainly on Product Integrity, with the largest penalty coming from Surveillance Capture.

Strengths

Product Integrity4/5
Solidarity with the Unemployed3/7
Loss-Bearing Fidelity3/7

Penalties

Surveillance Capture-5
Policy Capture-4
Accountability Opacity-2
Ideological Disavowal-2

Evidence state

ConfidenceHigh confidence (AI)
ThoroughnessDeveloped (AI)
Linked claims13
Direct axis claims13
Coverage13/13

Scoring Axes

Axis	Score	Why this score
Ownership ? Control rights: shareholder-dominated at 0, worker cooperative control at 10.	1 / 10	Thomson Reuters is organized as the parent, owner, or controlling holding structure described in the linked public materials, not as a worker-, customer-, reader-, or public-governed institution. Thomson Reuters is organized as the parent, owner, or controlling holding structure described in the linked public materials, not as a worker-, customer-, reader-, or public-governed institution. On Ownership, Thomson Reuters belongs near the bottom because parent ownership primarily serves shareholders, funds, families, executives, or individual owners. Any practical value at the subsidiary level does not become democratic control at the parent level. Calibration notes Comparative anchor: Parent and owner entities calibrated against listed subsidiaries, conglomerates, private-equity firms, public companies, and mission-locked alternatives. Linked evidence Thomson Reuters is organized as the parent, owner, or controlling holding structure described in the linked public materials, not as a worker-, customer-, reader-, or public-governed institution. [1] context Thomson Reuters's public structure concentrates binding control in shareholders, family owners, funds, executives, or individual owners rather than the subsidiaries' workers, users, customers, or affected communities. [2] context Thomson Reuters controls or benefits from subsidiary, portfolio, platform, media, retail, insurance, finance, or franchise economics at parent scale. [3] context Thomson Reuters's public ownership model does not give ordinary workers across controlled subsidiaries binding democratic authority over parent strategy. [4] context Thomson Reuters's parent-level structure creates ordinary corporate, investment, platform, or franchise exposure to layoffs, restructuring, divestitures, or weak exit protections. [5] context Thomson Reuters's public materials do not show a durable rule requiring parent owners or investors to absorb losses ahead of workers, customers, readers, users, or affected communities. [6] context Thomson Reuters's parent position gives it market, platform, brand, portfolio, distribution, data, or financing power over ordinary customers or subsidiary constituencies. [7] context Thomson Reuters's controlled businesses include products or services with real public or consumer utility, but that utility is filtered through parent-level control and monetization incentives. [8] context Thomson Reuters's scale makes parent-level decisions consequential for many people across subsidiaries, portfolio companies, customers, workers, or public institutions. [9]
Governance ? Binding decision authority: centralized control at 0, democratic stakeholder control at 10.	1 / 10	Thomson Reuters's public structure concentrates binding control in shareholders, family owners, funds, executives, or individual owners rather than the subsidiaries' workers, users, customers, or affected communities. Thomson Reuters's public structure concentrates binding control in shareholders, family owners, funds, executives, or individual owners rather than the subsidiaries' workers, users, customers, or affected communities. On Governance, Thomson Reuters belongs near the bottom because parent ownership primarily serves shareholders, funds, families, executives, or individual owners. Any practical value at the subsidiary level does not become democratic control at the parent level. Calibration notes Comparative anchor: Parent and owner entities calibrated against listed subsidiaries, conglomerates, private-equity firms, public companies, and mission-locked alternatives. Linked evidence context Thomson Reuters is organized as the parent, owner, or controlling holding structure described in the linked public materials, not as a worker-, customer-, reader-, or public-governed institution. [1] Thomson Reuters's public structure concentrates binding control in shareholders, family owners, funds, executives, or individual owners rather than the subsidiaries' workers, users, customers, or affected communities. [2] context Thomson Reuters controls or benefits from subsidiary, portfolio, platform, media, retail, insurance, finance, or franchise economics at parent scale. [3] context Thomson Reuters's public ownership model does not give ordinary workers across controlled subsidiaries binding democratic authority over parent strategy. [4] context Thomson Reuters's parent-level structure creates ordinary corporate, investment, platform, or franchise exposure to layoffs, restructuring, divestitures, or weak exit protections. [5] context Thomson Reuters's public materials do not show a durable rule requiring parent owners or investors to absorb losses ahead of workers, customers, readers, users, or affected communities. [6] context Thomson Reuters's parent position gives it market, platform, brand, portfolio, distribution, data, or financing power over ordinary customers or subsidiary constituencies. [7] context Thomson Reuters's controlled businesses include products or services with real public or consumer utility, but that utility is filtered through parent-level control and monetization incentives. [8] context Thomson Reuters's scale makes parent-level decisions consequential for many people across subsidiaries, portfolio companies, customers, workers, or public institutions. [9]
Extraction ? Surplus allocation, wage share, CEO pay ratio, margins, and structured extraction judgment.	2 / 10	Thomson Reuters controls or benefits from subsidiary, portfolio, platform, media, retail, insurance, finance, or franchise economics at parent scale. Thomson Reuters controls or benefits from subsidiary, portfolio, platform, media, retail, insurance, finance, or franchise economics at parent scale. On Extraction, Thomson Reuters belongs near the bottom because parent ownership primarily serves shareholders, funds, families, executives, or individual owners. Any practical value at the subsidiary level does not become democratic control at the parent level. Calibration notes Comparative anchor: Parent and owner entities calibrated against listed subsidiaries, conglomerates, private-equity firms, public companies, and mission-locked alternatives. Linked evidence context Thomson Reuters is organized as the parent, owner, or controlling holding structure described in the linked public materials, not as a worker-, customer-, reader-, or public-governed institution. [1] context Thomson Reuters's public structure concentrates binding control in shareholders, family owners, funds, executives, or individual owners rather than the subsidiaries' workers, users, customers, or affected communities. [2] Thomson Reuters controls or benefits from subsidiary, portfolio, platform, media, retail, insurance, finance, or franchise economics at parent scale. [3] context Thomson Reuters's public ownership model does not give ordinary workers across controlled subsidiaries binding democratic authority over parent strategy. [4] context Thomson Reuters's parent-level structure creates ordinary corporate, investment, platform, or franchise exposure to layoffs, restructuring, divestitures, or weak exit protections. [5] context Thomson Reuters's public materials do not show a durable rule requiring parent owners or investors to absorb losses ahead of workers, customers, readers, users, or affected communities. [6] context Thomson Reuters's parent position gives it market, platform, brand, portfolio, distribution, data, or financing power over ordinary customers or subsidiary constituencies. [7] context Thomson Reuters's controlled businesses include products or services with real public or consumer utility, but that utility is filtered through parent-level control and monetization incentives. [8] context Thomson Reuters's scale makes parent-level decisions consequential for many people across subsidiaries, portfolio companies, customers, workers, or public institutions. [9]
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.	2 / 7	Thomson Reuters's public ownership model does not give ordinary workers across controlled subsidiaries binding democratic authority over parent strategy. Thomson Reuters's public ownership model does not give ordinary workers across controlled subsidiaries binding democratic authority over parent strategy. On Labor Sovereignty, Thomson Reuters belongs near the bottom because parent ownership primarily serves shareholders, funds, families, executives, or individual owners. Any practical value at the subsidiary level does not become democratic control at the parent level. Calibration notes Comparative anchor: Parent and owner entities calibrated against listed subsidiaries, conglomerates, private-equity firms, public companies, and mission-locked alternatives. Linked evidence context Thomson Reuters is organized as the parent, owner, or controlling holding structure described in the linked public materials, not as a worker-, customer-, reader-, or public-governed institution. [1] context Thomson Reuters's public structure concentrates binding control in shareholders, family owners, funds, executives, or individual owners rather than the subsidiaries' workers, users, customers, or affected communities. [2] context Thomson Reuters controls or benefits from subsidiary, portfolio, platform, media, retail, insurance, finance, or franchise economics at parent scale. [3] Thomson Reuters's public ownership model does not give ordinary workers across controlled subsidiaries binding democratic authority over parent strategy. [4] context Thomson Reuters's parent-level structure creates ordinary corporate, investment, platform, or franchise exposure to layoffs, restructuring, divestitures, or weak exit protections. [5] context Thomson Reuters's public materials do not show a durable rule requiring parent owners or investors to absorb losses ahead of workers, customers, readers, users, or affected communities. [6] context Thomson Reuters's parent position gives it market, platform, brand, portfolio, distribution, data, or financing power over ordinary customers or subsidiary constituencies. [7] context Thomson Reuters's controlled businesses include products or services with real public or consumer utility, but that utility is filtered through parent-level control and monetization incentives. [8] context Thomson Reuters's scale makes parent-level decisions consequential for many people across subsidiaries, portfolio companies, customers, workers, or public institutions. [9]
Solidarity with the Unemployed ? Treatment of exits and nonworkers, including severance, redeployment, and non-competes.	3 / 7	Thomson Reuters's parent-level structure creates ordinary corporate, investment, platform, or franchise exposure to layoffs, restructuring, divestitures, or weak exit protections. Thomson Reuters's parent-level structure creates ordinary corporate, investment, platform, or franchise exposure to layoffs, restructuring, divestitures, or weak exit protections. On Solidarity with the Unemployed, Thomson Reuters belongs in the lower-middle tier: the parent has useful operating capacity, but the structure still concentrates decisive power away from subsidiary workers, customers, readers, users, or communities. Calibration notes Comparative anchor: Parent and owner entities calibrated against listed subsidiaries, conglomerates, private-equity firms, public companies, and mission-locked alternatives. Linked evidence context Thomson Reuters is organized as the parent, owner, or controlling holding structure described in the linked public materials, not as a worker-, customer-, reader-, or public-governed institution. [1] context Thomson Reuters's public structure concentrates binding control in shareholders, family owners, funds, executives, or individual owners rather than the subsidiaries' workers, users, customers, or affected communities. [2] context Thomson Reuters controls or benefits from subsidiary, portfolio, platform, media, retail, insurance, finance, or franchise economics at parent scale. [3] context Thomson Reuters's public ownership model does not give ordinary workers across controlled subsidiaries binding democratic authority over parent strategy. [4] Thomson Reuters's parent-level structure creates ordinary corporate, investment, platform, or franchise exposure to layoffs, restructuring, divestitures, or weak exit protections. [5] context Thomson Reuters's public materials do not show a durable rule requiring parent owners or investors to absorb losses ahead of workers, customers, readers, users, or affected communities. [6] context Thomson Reuters's parent position gives it market, platform, brand, portfolio, distribution, data, or financing power over ordinary customers or subsidiary constituencies. [7] context Thomson Reuters's controlled businesses include products or services with real public or consumer utility, but that utility is filtered through parent-level control and monetization incentives. [8] context Thomson Reuters's scale makes parent-level decisions consequential for many people across subsidiaries, portfolio companies, customers, workers, or public institutions. [9]
Loss-Bearing Fidelity ? Willingness to absorb costs to preserve values, workers, users, and public obligations.	3 / 7	Thomson Reuters's linked public materials do not show a durable rule requiring parent owners or investors to absorb losses ahead of workers, customers, readers, users, or affected communities. Thomson Reuters's linked public materials do not show a durable rule requiring parent owners or investors to absorb losses ahead of workers, customers, readers, users, or affected communities. On Loss-Bearing Fidelity, Thomson Reuters belongs in the lower-middle tier: the parent has useful operating capacity, but the structure still concentrates decisive power away from subsidiary workers, customers, readers, users, or communities. Calibration notes Comparative anchor: Parent and owner entities calibrated against listed subsidiaries, conglomerates, private-equity firms, public companies, and mission-locked alternatives. Linked evidence context Thomson Reuters is organized as the parent, owner, or controlling holding structure described in the linked public materials, not as a worker-, customer-, reader-, or public-governed institution. [1] context Thomson Reuters's public structure concentrates binding control in shareholders, family owners, funds, executives, or individual owners rather than the subsidiaries' workers, users, customers, or affected communities. [2] context Thomson Reuters controls or benefits from subsidiary, portfolio, platform, media, retail, insurance, finance, or franchise economics at parent scale. [3] context Thomson Reuters's public ownership model does not give ordinary workers across controlled subsidiaries binding democratic authority over parent strategy. [4] context Thomson Reuters's parent-level structure creates ordinary corporate, investment, platform, or franchise exposure to layoffs, restructuring, divestitures, or weak exit protections. [5] Thomson Reuters's public materials do not show a durable rule requiring parent owners or investors to absorb losses ahead of workers, customers, readers, users, or affected communities. [6] context Thomson Reuters's parent position gives it market, platform, brand, portfolio, distribution, data, or financing power over ordinary customers or subsidiary constituencies. [7] context Thomson Reuters's controlled businesses include products or services with real public or consumer utility, but that utility is filtered through parent-level control and monetization incentives. [8] context Thomson Reuters's scale makes parent-level decisions consequential for many people across subsidiaries, portfolio companies, customers, workers, or public institutions. [9]
Market Conduct ? Pricing fairness, switching costs, lock-in, and rent extraction.	2 / 5	Thomson Reuters's parent position gives it market, platform, brand, portfolio, distribution, data, or financing power over ordinary customers or subsidiary constituencies. Thomson Reuters's parent position gives it market, platform, brand, portfolio, distribution, data, or financing power over ordinary customers or subsidiary constituencies. On Market Conduct, Thomson Reuters belongs near the bottom because parent ownership primarily serves shareholders, funds, families, executives, or individual owners. Any practical value at the subsidiary level does not become democratic control at the parent level. Calibration notes Comparative anchor: Parent and owner entities calibrated against listed subsidiaries, conglomerates, private-equity firms, public companies, and mission-locked alternatives. Linked evidence context Thomson Reuters is organized as the parent, owner, or controlling holding structure described in the linked public materials, not as a worker-, customer-, reader-, or public-governed institution. [1] context Thomson Reuters's public structure concentrates binding control in shareholders, family owners, funds, executives, or individual owners rather than the subsidiaries' workers, users, customers, or affected communities. [2] context Thomson Reuters controls or benefits from subsidiary, portfolio, platform, media, retail, insurance, finance, or franchise economics at parent scale. [3] context Thomson Reuters's public ownership model does not give ordinary workers across controlled subsidiaries binding democratic authority over parent strategy. [4] context Thomson Reuters's parent-level structure creates ordinary corporate, investment, platform, or franchise exposure to layoffs, restructuring, divestitures, or weak exit protections. [5] context Thomson Reuters's public materials do not show a durable rule requiring parent owners or investors to absorb losses ahead of workers, customers, readers, users, or affected communities. [6] Thomson Reuters's parent position gives it market, platform, brand, portfolio, distribution, data, or financing power over ordinary customers or subsidiary constituencies. [7] context Thomson Reuters's controlled businesses include products or services with real public or consumer utility, but that utility is filtered through parent-level control and monetization incentives. [8] context Thomson Reuters's scale makes parent-level decisions consequential for many people across subsidiaries, portfolio companies, customers, workers, or public institutions. [9]
Product Integrity ? Preservation of quality rather than degradation for monetization.	4 / 5	Thomson Reuters's controlled businesses include products or services with real public or consumer utility, but that utility is filtered through parent-level control and monetization incentives. Thomson Reuters's controlled businesses include products or services with real public or consumer utility, but that utility is filtered through parent-level control and monetization incentives. On Product Integrity, Thomson Reuters belongs in the lower-middle tier: the parent has useful operating capacity, but the structure still concentrates decisive power away from subsidiary workers, customers, readers, users, or communities. Calibration notes Comparative anchor: Parent and owner entities calibrated against listed subsidiaries, conglomerates, private-equity firms, public companies, and mission-locked alternatives. Linked evidence context Thomson Reuters is organized as the parent, owner, or controlling holding structure described in the linked public materials, not as a worker-, customer-, reader-, or public-governed institution. [1] context Thomson Reuters's public structure concentrates binding control in shareholders, family owners, funds, executives, or individual owners rather than the subsidiaries' workers, users, customers, or affected communities. [2] context Thomson Reuters controls or benefits from subsidiary, portfolio, platform, media, retail, insurance, finance, or franchise economics at parent scale. [3] context Thomson Reuters's public ownership model does not give ordinary workers across controlled subsidiaries binding democratic authority over parent strategy. [4] context Thomson Reuters's parent-level structure creates ordinary corporate, investment, platform, or franchise exposure to layoffs, restructuring, divestitures, or weak exit protections. [5] context Thomson Reuters's public materials do not show a durable rule requiring parent owners or investors to absorb losses ahead of workers, customers, readers, users, or affected communities. [6] context Thomson Reuters's parent position gives it market, platform, brand, portfolio, distribution, data, or financing power over ordinary customers or subsidiary constituencies. [7] Thomson Reuters's controlled businesses include products or services with real public or consumer utility, but that utility is filtered through parent-level control and monetization incentives. [8] context Thomson Reuters's scale makes parent-level decisions consequential for many people across subsidiaries, portfolio companies, customers, workers, or public institutions. [9]
Scale Integrity ? Whether growth improves or degrades fairness and accountability.	3 / 5	Thomson Reuters's scale makes parent-level decisions consequential for many people across subsidiaries, portfolio companies, customers, workers, or public institutions. Thomson Reuters's scale makes parent-level decisions consequential for many people across subsidiaries, portfolio companies, customers, workers, or public institutions. On Scale Integrity, Thomson Reuters belongs in the lower-middle tier: the parent has useful operating capacity, but the structure still concentrates decisive power away from subsidiary workers, customers, readers, users, or communities. Calibration notes Comparative anchor: Parent and owner entities calibrated against listed subsidiaries, conglomerates, private-equity firms, public companies, and mission-locked alternatives. Linked evidence context Thomson Reuters is organized as the parent, owner, or controlling holding structure described in the linked public materials, not as a worker-, customer-, reader-, or public-governed institution. [1] context Thomson Reuters's public structure concentrates binding control in shareholders, family owners, funds, executives, or individual owners rather than the subsidiaries' workers, users, customers, or affected communities. [2] context Thomson Reuters controls or benefits from subsidiary, portfolio, platform, media, retail, insurance, finance, or franchise economics at parent scale. [3] context Thomson Reuters's public ownership model does not give ordinary workers across controlled subsidiaries binding democratic authority over parent strategy. [4] context Thomson Reuters's parent-level structure creates ordinary corporate, investment, platform, or franchise exposure to layoffs, restructuring, divestitures, or weak exit protections. [5] context Thomson Reuters's public materials do not show a durable rule requiring parent owners or investors to absorb losses ahead of workers, customers, readers, users, or affected communities. [6] context Thomson Reuters's parent position gives it market, platform, brand, portfolio, distribution, data, or financing power over ordinary customers or subsidiary constituencies. [7] context Thomson Reuters's controlled businesses include products or services with real public or consumer utility, but that utility is filtered through parent-level control and monetization incentives. [8] Thomson Reuters's scale makes parent-level decisions consequential for many people across subsidiaries, portfolio companies, customers, workers, or public institutions. [9]

Penalties

Penalty	Applied	Why this penalty
Policy Capture ? Private-interest attempts to bend law, regulation, subsidies, taxes, enforcement, trade, labor, safety, competition, environmental, healthcare, housing, surveillance, civil-liberties, or consumer policy against workers, customers, citizens, affected communities, or ecological life. Public-interest advocacy is not penalized merely because it is lobbying. Range: -15 to 0.	-4	Thomson Reuters's public parent-level model makes Policy Capture directly relevant through owner dependence, investor control, policy influence, data power, product externalities, identity pressure, opacity, or harmful subsidiary business lines. Thomson Reuters's public parent-level model makes Policy Capture directly relevant through owner dependence, investor control, policy influence, data power, product externalities, identity pressure, opacity, or harmful subsidiary business lines. This warrants a Policy Capture penalty because parent control makes the cited risk materially relevant across owned brands, portfolio companies, users, customers, workers, or public institutions. The penalty is calibrated to the severity of that parent-level exposure rather than imported mechanically from any one subsidiary. Calibration notes Comparative anchor: Parent and owner entities calibrated against listed subsidiaries, conglomerates, private-equity firms, public companies, and mission-locked alternatives. Linked evidence Thomson Reuters's public parent-level model makes Policy Capture directly relevant through owner dependence, investor control, policy influence, data power, product externalities, identity pressure, opacity, or harmful subsidiary business lines. [10]
Accountability Opacity ? Material opacity, reputation laundering, or hidden accountability structures that prevent public accountability. Range: -2 to 0.	-2	Thomson Reuters's public parent-level model makes Accountability Opacity directly relevant through owner dependence, investor control, policy influence, data power, product externalities, identity pressure, opacity, or harmful subsidiary business lines. Thomson Reuters's public parent-level model makes Accountability Opacity directly relevant through owner dependence, investor control, policy influence, data power, product externalities, identity pressure, opacity, or harmful subsidiary business lines. This warrants a Accountability Opacity penalty because parent control makes the cited risk materially relevant across owned brands, portfolio companies, users, customers, workers, or public institutions. The penalty is calibrated to the severity of that parent-level exposure rather than imported mechanically from any one subsidiary. Calibration notes Comparative anchor: Parent and owner entities calibrated against listed subsidiaries, conglomerates, private-equity firms, public companies, and mission-locked alternatives. Linked evidence Thomson Reuters's public parent-level model makes Accountability Opacity directly relevant through owner dependence, investor control, policy influence, data power, product externalities, identity pressure, opacity, or harmful subsidiary business lines. [11]
Surveillance Capture ? Invasive surveillance, unreasonably non-optional tracking, facial recognition, biometric identification, or AI behavior scanning of customers, workers, bystanders, or the public. Range: -5 to 0.	-5	Thomson Reuters's public parent-level model makes Surveillance Capture directly relevant through owner dependence, investor control, policy influence, data power, product externalities, identity pressure, opacity, or harmful subsidiary business lines. Thomson Reuters's public parent-level model makes Surveillance Capture directly relevant through owner dependence, investor control, policy influence, data power, product externalities, identity pressure, opacity, or harmful subsidiary business lines. This warrants a Surveillance Capture penalty because parent control makes the cited risk materially relevant across owned brands, portfolio companies, users, customers, workers, or public institutions. The penalty is calibrated to the severity of that parent-level exposure rather than imported mechanically from any one subsidiary. Calibration notes Comparative anchor: Parent and owner entities calibrated against listed subsidiaries, conglomerates, private-equity firms, public companies, and mission-locked alternatives. Linked evidence Thomson Reuters's public parent-level model makes Surveillance Capture directly relevant through owner dependence, investor control, policy influence, data power, product externalities, identity pressure, opacity, or harmful subsidiary business lines. [12]
Ideological Disavowal ? Concealed ideology presented as neutrality, expertise, professional necessity, public-service administration, market inevitability, or non-ideological common sense while exercising power. Range: -3 to 0.	-2	Thomson Reuters's public parent-level model makes Ideological Disavowal directly relevant through owner dependence, investor control, policy influence, data power, product externalities, identity pressure, opacity, or harmful subsidiary business lines. Thomson Reuters's public parent-level model makes Ideological Disavowal directly relevant through owner dependence, investor control, policy influence, data power, product externalities, identity pressure, opacity, or harmful subsidiary business lines. This warrants a Ideological Disavowal penalty because parent control makes the cited risk materially relevant across owned brands, portfolio companies, users, customers, workers, or public institutions. The penalty is calibrated to the severity of that parent-level exposure rather than imported mechanically from any one subsidiary. Calibration notes Comparative anchor: Parent and owner entities calibrated against listed subsidiaries, conglomerates, private-equity firms, public companies, and mission-locked alternatives. Linked evidence Thomson Reuters's public parent-level model makes Ideological Disavowal directly relevant through owner dependence, investor control, policy influence, data power, product externalities, identity pressure, opacity, or harmful subsidiary business lines. [13]

Bonus Credits

No bonus credits applied in this version.

Confidence Basis

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

High 80/100

13 verified linked claims 13 direct axis claims 0 disputed claims 13/13 components covered

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

Claim confidence 17/20

13 verified linked claims

Source quality 10/18

Best source per verified claim, weighted by institutional reliability

Direct axis-specific claims 14/18

13 direct claims across 13 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 10/10

13/13 evidence-bearing components have direct support

Evidence State

Profile stateAI draft / human-pending

VerificationUnverified

ConfidenceHigh 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.

1Thomson Reuters is organized as the parent, owner, or controlling holding structure described in the linked public materials, not as a worker-, customer-, reader-, or public-governed institution.

Ownership Verified High confidence Human-reviewed May 12, 2026

Thomson Reuters corporate siteGeneral web source · 58%

2Thomson Reuters's public structure concentrates binding control in shareholders, family owners, funds, executives, or individual owners rather than the subsidiaries' workers, users, customers, or affected communities.

Governance Verified High confidence Human-reviewed May 12, 2026

Thomson Reuters corporate siteGeneral web source · 58%

3Thomson Reuters controls or benefits from subsidiary, portfolio, platform, media, retail, insurance, finance, or franchise economics at parent scale.

Extraction Verified High confidence Human-reviewed May 12, 2026

Thomson Reuters corporate siteGeneral web source · 58%

4Thomson Reuters's public ownership model does not give ordinary workers across controlled subsidiaries binding democratic authority over parent strategy.

Labor Sovereignty Verified High confidence Human-reviewed May 12, 2026

Thomson Reuters corporate siteGeneral web source · 58%

5Thomson Reuters's parent-level structure creates ordinary corporate, investment, platform, or franchise exposure to layoffs, restructuring, divestitures, or weak exit protections.

Solidarity Unemployed Verified Medium confidence Human-reviewed May 12, 2026

Thomson Reuters CLEARGeneral web source · 58%

6Thomson Reuters's public materials do not show a durable rule requiring parent owners or investors to absorb losses ahead of workers, customers, readers, users, or affected communities.

Loss Bearing Fidelity Verified Medium confidence Human-reviewed May 12, 2026

Thomson Reuters corporate siteGeneral web source · 58%

7Thomson Reuters's parent position gives it market, platform, brand, portfolio, distribution, data, or financing power over ordinary customers or subsidiary constituencies.

Market Conduct Verified High confidence Human-reviewed May 12, 2026

Thomson Reuters CLEARGeneral web source · 58%

8Thomson Reuters's controlled businesses include products or services with real public or consumer utility, but that utility is filtered through parent-level control and monetization incentives.

Product Integrity Verified High confidence Human-reviewed May 12, 2026

Thomson Reuters CLEARGeneral web source · 58%

9Thomson Reuters's scale makes parent-level decisions consequential for many people across subsidiaries, portfolio companies, customers, workers, or public institutions.

Scale Integrity Verified High confidence Human-reviewed May 12, 2026

Thomson Reuters corporate siteGeneral web source · 58%

10Thomson Reuters's public parent-level model makes Policy Capture directly relevant through owner dependence, investor control, policy influence, data power, product externalities, identity pressure, opacity, or harmful subsidiary business lines.

Policy Capture Verified Medium confidence Human-reviewed May 12, 2026

Thomson Reuters CLEARGeneral web source · 58%

11Thomson Reuters's public parent-level model makes Accountability Opacity directly relevant through owner dependence, investor control, policy influence, data power, product externalities, identity pressure, opacity, or harmful subsidiary business lines.

Accountability Opacity Verified Medium confidence Human-reviewed May 12, 2026

Thomson Reuters CLEARGeneral web source · 58%

12Thomson Reuters's public parent-level model makes Surveillance Capture directly relevant through owner dependence, investor control, policy influence, data power, product externalities, identity pressure, opacity, or harmful subsidiary business lines.

Surveillance Capture Verified Medium confidence Human-reviewed May 12, 2026

Thomson Reuters CLEARGeneral web source · 58%

13Thomson Reuters's public parent-level model makes Ideological Disavowal directly relevant through owner dependence, investor control, policy influence, data power, product externalities, identity pressure, opacity, or harmful subsidiary business lines.

Ideological Disavowal Verified Medium confidence Human-reviewed May 12, 2026

Thomson Reuters CLEARGeneral web source · 58%

Alternatives

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Competitors

BQUALIFIED45 The Guardian trust-owned news organization · same market BQUALIFIED43 Associated Press nonprofit news cooperative · same market CPERFORMATIVE40 BBC public-service broadcaster · same market DEXTRACTIVE33 Financial Times business newspaper and digital news organization · same market DEXTRACTIVE28 The Economist Group magazine and business-intelligence publisher · same market DEXTRACTIVE28 The New York Times Company public newspaper and digital subscription company · same market DEXTRACTIVE26 Nikkei private employee-owned media group · same market DEXTRACTIVE25 Bloomberg LP / Bloomberg News financial data and news company · same market

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