public payroll, HR, tax, and workforce-services company

ADP

A public payroll, tax, HR, benefits, and workforce-management services company used by employers to pay and administer workers. ADP has real payroll utility, but it centralizes employee data, compliance workflows, pay cards, tax filing, and employer-side control rather than worker governance.

Why this matters: Payroll systems are infrastructure workers depend on, even when the purchasing customer is the employer.

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

Final Score 12* D - Extractive

DEXTRACTIVE12 pts

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

Base Material23

Bonus+0

Cap35Ownership <= 2 and Governance <= 2

After Cap23

Penalties-11

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Evaluation Overview

D - Extractive

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

Strengths

Product Integrity4/5
Scale Integrity4/5
Extraction3/10

Penalties

Policy Capture-2
Subscription Capture-2
Accountability Opacity-2
Identity Capture-2

Evidence state

ConfidenceMedium confidence (AI)
ThoroughnessDeveloped (AI)
Linked claims15
Direct axis claims15
Coverage15/15

Scoring Axes

Axis	Score	Why this score
Ownership ? Control rights: shareholder-dominated at 0, worker cooperative control at 10.	1 / 10	ADP's public record identifies its ownership form, institutional type, or public/private/nonprofit/cooperative structure in the employment category. ADP's public record identifies its ownership form, institutional type, or public/private/nonprofit/cooperative structure in the employment category. On Ownership, ADP belongs low because control and surplus are mainly held by shareholders, executives, landlords, investors, or institutional boards while users face practical dependence. In a high-contact category like Employment, that asymmetry counts more heavily than it would for an optional purchase. Calibration notes Comparative anchor: Coverage-gap batch calibrated across tax filing, utilities, housing, storage, healthcare systems, and childcare/youth institutions. Linked evidence ADP's public record identifies its ownership form, institutional type, or public/private/nonprofit/cooperative structure in the employment category. [1] context ADP's public record indicates whether binding control sits with shareholders, executives, members, public officials, nonprofit boards, residents, patients, or customers. [2] context ADP's model determines whether money flows primarily to investors and owners or back toward users, members, public value, community services, affordability, or mission delivery. [3] context ADP's public materials do not show ordinary workers holding full binding democratic control over the institution. [4] context ADP operates in an everyday-need category where job loss, illness, rent pressure, family-care obligations, tax compliance, utility dependence, or household instability affects bargaining power. [5] context ADP's product or service can absorb real household, civic, care, housing, energy, or tax-compliance risk, but the record also shows who bears costs when the institution fails or prices rise. [6] context ADP operates in a market where customers, tenants, patients, taxpayers, utility users, parents, or community members often face switching costs, asymmetric information, or limited choice. [7] context ADP's core service has practical everyday utility, but its integrity depends on pricing, safety, transparency, access, quality, data handling, and accountability. [8] context ADP's scale or category makes its decisions consequential for ordinary U.S. households, patients, tenants, parents, taxpayers, utility customers, or communities. [9]
Governance ? Binding decision authority: centralized control at 0, democratic stakeholder control at 10.	1 / 10	ADP's public record indicates whether binding control sits with shareholders, executives, members, public officials, nonprofit boards, residents, patients, or customers. ADP's public record indicates whether binding control sits with shareholders, executives, members, public officials, nonprofit boards, residents, patients, or customers. On Governance, ADP belongs low because control and surplus are mainly held by shareholders, executives, landlords, investors, or institutional boards while users face practical dependence. In a high-contact category like Employment, that asymmetry counts more heavily than it would for an optional purchase. Calibration notes Comparative anchor: Coverage-gap batch calibrated across tax filing, utilities, housing, storage, healthcare systems, and childcare/youth institutions. Linked evidence context ADP's public record identifies its ownership form, institutional type, or public/private/nonprofit/cooperative structure in the employment category. [1] ADP's public record indicates whether binding control sits with shareholders, executives, members, public officials, nonprofit boards, residents, patients, or customers. [2] context ADP's model determines whether money flows primarily to investors and owners or back toward users, members, public value, community services, affordability, or mission delivery. [3] context ADP's public materials do not show ordinary workers holding full binding democratic control over the institution. [4] context ADP operates in an everyday-need category where job loss, illness, rent pressure, family-care obligations, tax compliance, utility dependence, or household instability affects bargaining power. [5] context ADP's product or service can absorb real household, civic, care, housing, energy, or tax-compliance risk, but the record also shows who bears costs when the institution fails or prices rise. [6] context ADP operates in a market where customers, tenants, patients, taxpayers, utility users, parents, or community members often face switching costs, asymmetric information, or limited choice. [7] context ADP's core service has practical everyday utility, but its integrity depends on pricing, safety, transparency, access, quality, data handling, and accountability. [8] context ADP's scale or category makes its decisions consequential for ordinary U.S. households, patients, tenants, parents, taxpayers, utility customers, or communities. [9]
Extraction ? Surplus allocation, wage share, CEO pay ratio, margins, and structured extraction judgment.	3 / 10	ADP's model determines whether money flows primarily to investors and owners or back toward users, members, public value, community services, affordability, or mission delivery. ADP's model determines whether money flows primarily to investors and owners or back toward users, members, public value, community services, affordability, or mission delivery. On Extraction, ADP belongs low because control and surplus are mainly held by shareholders, executives, landlords, investors, or institutional boards while users face practical dependence. In a high-contact category like Employment, that asymmetry counts more heavily than it would for an optional purchase. Calibration notes Comparative anchor: Coverage-gap batch calibrated across tax filing, utilities, housing, storage, healthcare systems, and childcare/youth institutions. Linked evidence context ADP's public record identifies its ownership form, institutional type, or public/private/nonprofit/cooperative structure in the employment category. [1] context ADP's public record indicates whether binding control sits with shareholders, executives, members, public officials, nonprofit boards, residents, patients, or customers. [2] ADP's model determines whether money flows primarily to investors and owners or back toward users, members, public value, community services, affordability, or mission delivery. [3] context ADP's public materials do not show ordinary workers holding full binding democratic control over the institution. [4] context ADP operates in an everyday-need category where job loss, illness, rent pressure, family-care obligations, tax compliance, utility dependence, or household instability affects bargaining power. [5] context ADP's product or service can absorb real household, civic, care, housing, energy, or tax-compliance risk, but the record also shows who bears costs when the institution fails or prices rise. [6] context ADP operates in a market where customers, tenants, patients, taxpayers, utility users, parents, or community members often face switching costs, asymmetric information, or limited choice. [7] context ADP's core service has practical everyday utility, but its integrity depends on pricing, safety, transparency, access, quality, data handling, and accountability. [8] context ADP's scale or category makes its decisions consequential for ordinary U.S. households, patients, tenants, parents, taxpayers, utility customers, or communities. [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	ADP's linked public materials do not show ordinary workers holding full binding democratic control over the institution. ADP's linked public materials do not show ordinary workers holding full binding democratic control over the institution. On Labor Sovereignty, ADP belongs low because control and surplus are mainly held by shareholders, executives, landlords, investors, or institutional boards while users face practical dependence. In a high-contact category like Employment, that asymmetry counts more heavily than it would for an optional purchase. Calibration notes Comparative anchor: Coverage-gap batch calibrated across tax filing, utilities, housing, storage, healthcare systems, and childcare/youth institutions. Linked evidence context ADP's public record identifies its ownership form, institutional type, or public/private/nonprofit/cooperative structure in the employment category. [1] context ADP's public record indicates whether binding control sits with shareholders, executives, members, public officials, nonprofit boards, residents, patients, or customers. [2] context ADP's model determines whether money flows primarily to investors and owners or back toward users, members, public value, community services, affordability, or mission delivery. [3] ADP's public materials do not show ordinary workers holding full binding democratic control over the institution. [4] context ADP operates in an everyday-need category where job loss, illness, rent pressure, family-care obligations, tax compliance, utility dependence, or household instability affects bargaining power. [5] context ADP's product or service can absorb real household, civic, care, housing, energy, or tax-compliance risk, but the record also shows who bears costs when the institution fails or prices rise. [6] context ADP operates in a market where customers, tenants, patients, taxpayers, utility users, parents, or community members often face switching costs, asymmetric information, or limited choice. [7] context ADP's core service has practical everyday utility, but its integrity depends on pricing, safety, transparency, access, quality, data handling, and accountability. [8] context ADP's scale or category makes its decisions consequential for ordinary U.S. households, patients, tenants, parents, taxpayers, utility customers, or communities. [9]
Solidarity with the Unemployed ? Treatment of exits and nonworkers, including severance, redeployment, and non-competes.	3 / 7	ADP operates in an everyday-need category where job loss, illness, rent pressure, family-care obligations, tax compliance, utility dependence, or household instability affects bargaining power. ADP operates in an everyday-need category where job loss, illness, rent pressure, family-care obligations, tax compliance, utility dependence, or household instability affects bargaining power. On Solidarity with the Unemployed, ADP belongs low because control and surplus are mainly held by shareholders, executives, landlords, investors, or institutional boards while users face practical dependence. In a high-contact category like Employment, that asymmetry counts more heavily than it would for an optional purchase. Calibration notes Comparative anchor: Coverage-gap batch calibrated across tax filing, utilities, housing, storage, healthcare systems, and childcare/youth institutions. Linked evidence context ADP's public record identifies its ownership form, institutional type, or public/private/nonprofit/cooperative structure in the employment category. [1] context ADP's public record indicates whether binding control sits with shareholders, executives, members, public officials, nonprofit boards, residents, patients, or customers. [2] context ADP's model determines whether money flows primarily to investors and owners or back toward users, members, public value, community services, affordability, or mission delivery. [3] context ADP's public materials do not show ordinary workers holding full binding democratic control over the institution. [4] ADP operates in an everyday-need category where job loss, illness, rent pressure, family-care obligations, tax compliance, utility dependence, or household instability affects bargaining power. [5] context ADP's product or service can absorb real household, civic, care, housing, energy, or tax-compliance risk, but the record also shows who bears costs when the institution fails or prices rise. [6] context ADP operates in a market where customers, tenants, patients, taxpayers, utility users, parents, or community members often face switching costs, asymmetric information, or limited choice. [7] context ADP's core service has practical everyday utility, but its integrity depends on pricing, safety, transparency, access, quality, data handling, and accountability. [8] context ADP's scale or category makes its decisions consequential for ordinary U.S. households, patients, tenants, parents, taxpayers, utility customers, or communities. [9]
Loss-Bearing Fidelity ? Willingness to absorb costs to preserve values, workers, users, and public obligations.	3 / 7	ADP's product or service can absorb real household, civic, care, housing, energy, or tax-compliance risk, but the record also shows who bears costs when the institution fails or prices rise. ADP's product or service can absorb real household, civic, care, housing, energy, or tax-compliance risk, but the record also shows who bears costs when the institution fails or prices rise. On Loss-Bearing Fidelity, ADP belongs low because control and surplus are mainly held by shareholders, executives, landlords, investors, or institutional boards while users face practical dependence. In a high-contact category like Employment, that asymmetry counts more heavily than it would for an optional purchase. Calibration notes Comparative anchor: Coverage-gap batch calibrated across tax filing, utilities, housing, storage, healthcare systems, and childcare/youth institutions. Linked evidence context ADP's public record identifies its ownership form, institutional type, or public/private/nonprofit/cooperative structure in the employment category. [1] context ADP's public record indicates whether binding control sits with shareholders, executives, members, public officials, nonprofit boards, residents, patients, or customers. [2] context ADP's model determines whether money flows primarily to investors and owners or back toward users, members, public value, community services, affordability, or mission delivery. [3] context ADP's public materials do not show ordinary workers holding full binding democratic control over the institution. [4] context ADP operates in an everyday-need category where job loss, illness, rent pressure, family-care obligations, tax compliance, utility dependence, or household instability affects bargaining power. [5] ADP's product or service can absorb real household, civic, care, housing, energy, or tax-compliance risk, but the record also shows who bears costs when the institution fails or prices rise. [6] context ADP operates in a market where customers, tenants, patients, taxpayers, utility users, parents, or community members often face switching costs, asymmetric information, or limited choice. [7] context ADP's core service has practical everyday utility, but its integrity depends on pricing, safety, transparency, access, quality, data handling, and accountability. [8] context ADP's scale or category makes its decisions consequential for ordinary U.S. households, patients, tenants, parents, taxpayers, utility customers, or communities. [9]
Market Conduct ? Pricing fairness, switching costs, lock-in, and rent extraction.	2 / 5	ADP operates in a market where customers, tenants, patients, taxpayers, utility users, parents, or community members often face switching costs, asymmetric information, or limited choice. ADP operates in a market where customers, tenants, patients, taxpayers, utility users, parents, or community members often face switching costs, asymmetric information, or limited choice. On Market Conduct, ADP belongs low because control and surplus are mainly held by shareholders, executives, landlords, investors, or institutional boards while users face practical dependence. In a high-contact category like Employment, that asymmetry counts more heavily than it would for an optional purchase. Calibration notes Comparative anchor: Coverage-gap batch calibrated across tax filing, utilities, housing, storage, healthcare systems, and childcare/youth institutions. Linked evidence context ADP's public record identifies its ownership form, institutional type, or public/private/nonprofit/cooperative structure in the employment category. [1] context ADP's public record indicates whether binding control sits with shareholders, executives, members, public officials, nonprofit boards, residents, patients, or customers. [2] context ADP's model determines whether money flows primarily to investors and owners or back toward users, members, public value, community services, affordability, or mission delivery. [3] context ADP's public materials do not show ordinary workers holding full binding democratic control over the institution. [4] context ADP operates in an everyday-need category where job loss, illness, rent pressure, family-care obligations, tax compliance, utility dependence, or household instability affects bargaining power. [5] context ADP's product or service can absorb real household, civic, care, housing, energy, or tax-compliance risk, but the record also shows who bears costs when the institution fails or prices rise. [6] ADP operates in a market where customers, tenants, patients, taxpayers, utility users, parents, or community members often face switching costs, asymmetric information, or limited choice. [7] context ADP's core service has practical everyday utility, but its integrity depends on pricing, safety, transparency, access, quality, data handling, and accountability. [8] context ADP's scale or category makes its decisions consequential for ordinary U.S. households, patients, tenants, parents, taxpayers, utility customers, or communities. [9]
Product Integrity ? Preservation of quality rather than degradation for monetization.	4 / 5	ADP's core service has practical everyday utility, but its integrity depends on pricing, safety, transparency, access, quality, data handling, and accountability. ADP's core service has practical everyday utility, but its integrity depends on pricing, safety, transparency, access, quality, data handling, and accountability. On Product Integrity, ADP sits in the middle because the structure has real public, nonprofit, or service value, but users still do not hold decisive control over prices, access rules, quality, or institutional priorities. That places it above ordinary shareholder firms but below democratic or member-owned alternatives. Calibration notes Comparative anchor: Coverage-gap batch calibrated across tax filing, utilities, housing, storage, healthcare systems, and childcare/youth institutions. Linked evidence context ADP's public record identifies its ownership form, institutional type, or public/private/nonprofit/cooperative structure in the employment category. [1] context ADP's public record indicates whether binding control sits with shareholders, executives, members, public officials, nonprofit boards, residents, patients, or customers. [2] context ADP's model determines whether money flows primarily to investors and owners or back toward users, members, public value, community services, affordability, or mission delivery. [3] context ADP's public materials do not show ordinary workers holding full binding democratic control over the institution. [4] context ADP operates in an everyday-need category where job loss, illness, rent pressure, family-care obligations, tax compliance, utility dependence, or household instability affects bargaining power. [5] context ADP's product or service can absorb real household, civic, care, housing, energy, or tax-compliance risk, but the record also shows who bears costs when the institution fails or prices rise. [6] context ADP operates in a market where customers, tenants, patients, taxpayers, utility users, parents, or community members often face switching costs, asymmetric information, or limited choice. [7] ADP's core service has practical everyday utility, but its integrity depends on pricing, safety, transparency, access, quality, data handling, and accountability. [8] context ADP's scale or category makes its decisions consequential for ordinary U.S. households, patients, tenants, parents, taxpayers, utility customers, or communities. [9]
Scale Integrity ? Whether growth improves or degrades fairness and accountability.	4 / 5	ADP's scale or category makes its decisions consequential for ordinary U.S. households, patients, tenants, parents, taxpayers, utility customers, or communities. ADP's scale or category makes its decisions consequential for ordinary U.S. households, patients, tenants, parents, taxpayers, utility customers, or communities. On Scale Integrity, ADP sits in the middle because the structure has real public, nonprofit, or service value, but users still do not hold decisive control over prices, access rules, quality, or institutional priorities. That places it above ordinary shareholder firms but below democratic or member-owned alternatives. Calibration notes Comparative anchor: Coverage-gap batch calibrated across tax filing, utilities, housing, storage, healthcare systems, and childcare/youth institutions. Linked evidence context ADP's public record identifies its ownership form, institutional type, or public/private/nonprofit/cooperative structure in the employment category. [1] context ADP's public record indicates whether binding control sits with shareholders, executives, members, public officials, nonprofit boards, residents, patients, or customers. [2] context ADP's model determines whether money flows primarily to investors and owners or back toward users, members, public value, community services, affordability, or mission delivery. [3] context ADP's public materials do not show ordinary workers holding full binding democratic control over the institution. [4] context ADP operates in an everyday-need category where job loss, illness, rent pressure, family-care obligations, tax compliance, utility dependence, or household instability affects bargaining power. [5] context ADP's product or service can absorb real household, civic, care, housing, energy, or tax-compliance risk, but the record also shows who bears costs when the institution fails or prices rise. [6] context ADP operates in a market where customers, tenants, patients, taxpayers, utility users, parents, or community members often face switching costs, asymmetric information, or limited choice. [7] context ADP's core service has practical everyday utility, but its integrity depends on pricing, safety, transparency, access, quality, data handling, and accountability. [8] ADP's scale or category makes its decisions consequential for ordinary U.S. households, patients, tenants, parents, taxpayers, utility customers, or communities. [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.	-2	ADP's public record makes Policy Capture relevant through its ownership, pricing, safety, lobbying, environmental burden, youth exposure, data practices, lock-in, public mission, or community accountability. ADP's public record makes Policy Capture relevant through its ownership, pricing, safety, lobbying, environmental burden, youth exposure, data practices, lock-in, public mission, or community accountability. This warrants a Policy Capture penalty because the evidence shows harm or risk tied to the institution's actual role: housing, tax, utility, healthcare, storage, or childcare power over people with limited alternatives. The penalty is calibrated to this entity's severity rather than assigned automatically to the whole category. Calibration notes Comparative anchor: Coverage-gap batch calibrated across tax filing, utilities, housing, storage, healthcare systems, and childcare/youth institutions. Linked evidence ADP's public record makes Policy Capture relevant through its ownership, pricing, safety, lobbying, environmental burden, youth exposure, data practices, lock-in, public mission, or community accountability. [10]
Subscription Capture ? Manipulative recurring-payment, automatic-renewal, cancellation-friction, bundling, trial-conversion, or refund designs that profit from inertia or confusion. Range: -5 to 0.	-2	ADP's public record makes Subscription Capture relevant through its ownership, pricing, safety, lobbying, environmental burden, youth exposure, data practices, lock-in, public mission, or community accountability. ADP's public record makes Subscription Capture relevant through its ownership, pricing, safety, lobbying, environmental burden, youth exposure, data practices, lock-in, public mission, or community accountability. This warrants a Subscription Capture penalty because the evidence shows harm or risk tied to the institution's actual role: housing, tax, utility, healthcare, storage, or childcare power over people with limited alternatives. The penalty is calibrated to this entity's severity rather than assigned automatically to the whole category. Calibration notes Comparative anchor: Coverage-gap batch calibrated across tax filing, utilities, housing, storage, healthcare systems, and childcare/youth institutions. Linked evidence ADP's public record makes Subscription Capture relevant through its ownership, pricing, safety, lobbying, environmental burden, youth exposure, data practices, lock-in, public mission, or community accountability. [11]
Accountability Opacity ? Material opacity, reputation laundering, or hidden accountability structures that prevent public accountability. Range: -2 to 0.	-2	ADP's public record makes Accountability Opacity relevant through its ownership, pricing, safety, lobbying, environmental burden, youth exposure, data practices, lock-in, public mission, or community accountability. ADP's public record makes Accountability Opacity relevant through its ownership, pricing, safety, lobbying, environmental burden, youth exposure, data practices, lock-in, public mission, or community accountability. This warrants a Accountability Opacity penalty because the evidence shows harm or risk tied to the institution's actual role: housing, tax, utility, healthcare, storage, or childcare power over people with limited alternatives. The penalty is calibrated to this entity's severity rather than assigned automatically to the whole category. Calibration notes Comparative anchor: Coverage-gap batch calibrated across tax filing, utilities, housing, storage, healthcare systems, and childcare/youth institutions. Linked evidence ADP's public record makes Accountability Opacity relevant through its ownership, pricing, safety, lobbying, environmental burden, youth exposure, data practices, lock-in, public mission, or community accountability. [12]
Identity Capture ? Customer pressure, employee pressure, and pervasive identity saturation. Range: -3 to 0.	-2	ADP's public record makes Identity Capture relevant through its ownership, pricing, safety, lobbying, environmental burden, youth exposure, data practices, lock-in, public mission, or community accountability. ADP's public record makes Identity Capture relevant through its ownership, pricing, safety, lobbying, environmental burden, youth exposure, data practices, lock-in, public mission, or community accountability. This warrants a Identity Capture penalty because the evidence shows harm or risk tied to the institution's actual role: housing, tax, utility, healthcare, storage, or childcare power over people with limited alternatives. The penalty is calibrated to this entity's severity rather than assigned automatically to the whole category. Calibration notes Comparative anchor: Coverage-gap batch calibrated across tax filing, utilities, housing, storage, healthcare systems, and childcare/youth institutions. Linked evidence ADP's public record makes Identity Capture relevant through its ownership, pricing, safety, lobbying, environmental burden, youth exposure, data practices, lock-in, public mission, or community accountability. [13]
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.	-2	ADP's public record makes Surveillance Capture relevant through its ownership, pricing, safety, lobbying, environmental burden, youth exposure, data practices, lock-in, public mission, or community accountability. ADP's public record makes Surveillance Capture relevant through its ownership, pricing, safety, lobbying, environmental burden, youth exposure, data practices, lock-in, public mission, or community accountability. This warrants a Surveillance Capture penalty because the evidence shows harm or risk tied to the institution's actual role: housing, tax, utility, healthcare, storage, or childcare power over people with limited alternatives. The penalty is calibrated to this entity's severity rather than assigned automatically to the whole category. Calibration notes Comparative anchor: Coverage-gap batch calibrated across tax filing, utilities, housing, storage, healthcare systems, and childcare/youth institutions. Linked evidence ADP's public record makes Surveillance Capture relevant through its ownership, pricing, safety, lobbying, environmental burden, youth exposure, data practices, lock-in, public mission, or community accountability. [14]
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.	-1	ADP's public record makes Ideological Disavowal relevant through its ownership, pricing, safety, lobbying, environmental burden, youth exposure, data practices, lock-in, public mission, or community accountability. ADP's public record makes Ideological Disavowal relevant through its ownership, pricing, safety, lobbying, environmental burden, youth exposure, data practices, lock-in, public mission, or community accountability. This warrants a Ideological Disavowal penalty because the evidence shows harm or risk tied to the institution's actual role: housing, tax, utility, healthcare, storage, or childcare power over people with limited alternatives. The penalty is calibrated to this entity's severity rather than assigned automatically to the whole category. Calibration notes Comparative anchor: Coverage-gap batch calibrated across tax filing, utilities, housing, storage, healthcare systems, and childcare/youth institutions. Linked evidence ADP's public record makes Ideological Disavowal relevant through its ownership, pricing, safety, lobbying, environmental burden, youth exposure, data practices, lock-in, public mission, or community accountability. [15]

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.

Medium 79/100

15 verified linked claims 15 direct axis claims 0 disputed claims 15/15 components covered

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

Claim confidence 16/20

15 verified linked claims

Source quality 10/18

Best source per verified claim, weighted by institutional reliability

Direct axis-specific claims 14/18

15 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 10/10

15/15 evidence-bearing components have direct support

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.

1ADP's public record identifies its ownership form, institutional type, or public/private/nonprofit/cooperative structure in the employment category.

Ownership Verified High confidence Human-reviewed May 12, 2026

ADPGeneral web source · 58%

2ADP's public record indicates whether binding control sits with shareholders, executives, members, public officials, nonprofit boards, residents, patients, or customers.

Governance Verified High confidence Human-reviewed May 12, 2026

ADPGeneral web source · 58%

3ADP's model determines whether money flows primarily to investors and owners or back toward users, members, public value, community services, affordability, or mission delivery.

Extraction Verified High confidence Human-reviewed May 12, 2026

ADPGeneral web source · 58%

4ADP's public materials do not show ordinary workers holding full binding democratic control over the institution.

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

ADPGeneral web source · 58%

5ADP operates in an everyday-need category where job loss, illness, rent pressure, family-care obligations, tax compliance, utility dependence, or household instability affects bargaining power.

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

ADP payroll packagesGeneral web source · 58%

6ADP's product or service can absorb real household, civic, care, housing, energy, or tax-compliance risk, but the record also shows who bears costs when the institution fails or prices rise.

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

ADPGeneral web source · 58%

7ADP operates in a market where customers, tenants, patients, taxpayers, utility users, parents, or community members often face switching costs, asymmetric information, or limited choice.

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

ADP payroll packagesGeneral web source · 58%

8ADP's core service has practical everyday utility, but its integrity depends on pricing, safety, transparency, access, quality, data handling, and accountability.

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

ADPGeneral web source · 58%

9ADP's scale or category makes its decisions consequential for ordinary U.S. households, patients, tenants, parents, taxpayers, utility customers, or communities.

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

ADP payroll packagesGeneral web source · 58%

10ADP's public record makes Policy Capture relevant through its ownership, pricing, safety, lobbying, environmental burden, youth exposure, data practices, lock-in, public mission, or community accountability.

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

ADP payroll packagesGeneral web source · 58%

11ADP's public record makes Subscription Capture relevant through its ownership, pricing, safety, lobbying, environmental burden, youth exposure, data practices, lock-in, public mission, or community accountability.

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

ADP payroll packagesGeneral web source · 58%

12ADP's public record makes Accountability Opacity relevant through its ownership, pricing, safety, lobbying, environmental burden, youth exposure, data practices, lock-in, public mission, or community accountability.

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

ADP payroll packagesGeneral web source · 58%

13ADP's public record makes Identity Capture relevant through its ownership, pricing, safety, lobbying, environmental burden, youth exposure, data practices, lock-in, public mission, or community accountability.

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

ADP payroll packagesGeneral web source · 58%

14ADP's public record makes Surveillance Capture relevant through its ownership, pricing, safety, lobbying, environmental burden, youth exposure, data practices, lock-in, public mission, or community accountability.

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

ADP payroll packagesGeneral web source · 58%

15ADP's public record makes Ideological Disavowal relevant through its ownership, pricing, safety, lobbying, environmental burden, youth exposure, data practices, lock-in, public mission, or community accountability.

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

ADP payroll packagesGeneral web source · 58%

Alternatives

AGOOD56 Ventures microenterprise and small-business support nonprofit · Washington, Pacific Northwest

Competitors

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