Doctrine I
Human oversight required
No model output reaches an executive surface, a client environment, or an adverse decision path without a named human decisionmaker in the chain.
See enforcement →NuX Holdings Doctrine™
A platform with a doctrine, not a dashboard.
NuX Holdings™ is enterprise infrastructure for executive decision-making. This page is the published posture buyers' risk, legal, and board reviewers can read end-to-end before signing.
Revenue gets the meeting. Doctrine gets the signature.
Doctrine II
No autonomous adverse decisions
Adverse outcomes — denials, terminations, downgrades, penalties — are out of scope for autonomous action. By design and by contract.
Doctrine III
Audit trail preservation
Every privileged action is appended to an immutable, hash-chained audit ledger. Chain integrity is verifiable on demand by the tenant and by external auditors.
Doctrine IV
Evidence integrity standards
Every published score carries its measurement source, confidence classification, named reviewer, calibration version, and full evidence lineage. A score without evidence is an opinion.
See enforcement →Doctrine V
Data retention policy
Evidence lineage is retained for the full life of the engagement. Personal data is minimized at intake, scoped to purpose, and removable on tenant request under the DPA.
See enforcement →Doctrine VI
Model transparency policy
Methodology, calibration coefficients, and confidence definitions are version-controlled and published. Tenants receive the rubric version that produced every score they see.
See enforcement →Doctrine VII
Escalation policy
Any disputed score, governance flag, or recovery-required interaction is routed to the Governance Review Queue. Draft → Human Review → Approved → Executed → Audited. Nothing skips a stage.
Doctrine VIII
Client ownership of data
Tenants own their interactions, evidence, and derived scores. Export and deletion are contractual rights, not feature requests.
See enforcement →Governance Review Queue™
Draft → Human Review → Approved → Executed → Audited
Every recommendation, intervention, board pack, deployment proposal, and score publish enters a named chain of human accountability. No stage is skipped. Every transition writes an immutable event to the audit ledger with actor and timestamp.
01
Draft
02
Human Review
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Approved
04
Executed
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Audited
For risk, legal, and procurement
Request the doctrine package.
Includes the published governance posture, methodology rubrics, security architecture, DPA, and audit chain verification overview.