PLENA Sector AI Trust Suite

PLENA Private Augmentation Shield

Private AI use. Public human responsibility.

Privacy-safe infrastructure for people and institutions navigating AI use: prove human responsibility, check what you may have exposed, preserve private drafts locally, answer false accusation, and disclose only what a legitimate rule actually requires. Built on existing PLENA platforms and the frozen Proof Agents layer — AI creates; PlenaProof proves the record. It complements your rules and institutions; it does not replace them.

Individuals: Use AI privately. Stand behind your work publicly.Institutions: Disclosure when required. Privacy by default. Responsibility always.
See the use casesRead the doctrineOpen Proof Agents

Not a new platform

The Private Augmentation Shield is a sector view, not a 15th PLENA platform. It packages existing PLENA infrastructure for the private-AI-use position.

No new agents

It uses the frozen Proof Agents layer. Nothing autonomous is added.

Proof structure, not content

PLENA signs hashes, timestamps, and process metadata — never your drafts, prompts, or AI outputs. Private process stays private.

Who it serves

Individuals who use AI responsibly, and the institutions that must govern AI use without punishing legitimate users.

Students & parentsWriters & authorsResearchers & academicsWorkers & professionals (lawyers, doctors, therapists, accountants, financial advisors, consultants)Clergy, priests, pastors, imams & pastoral workersCreators & journalistsSchools & universitiesPublishers & journalsEmployers & HR departmentsNGOs & faith-based organizations

Use cases

Each ends in a receipt that documents human responsibility and private process — without exposing the private process itself.

1 · AI Use Privacy Check

Check what you may have exposed

For professionals worried about exposing client, patient, student, parish, or business data through AI tools. Review your AI use against risk categories and record that you ran the check. The findings stay with you; the check is what gets signed.

2 · Human Responsibility Receipt

Stand behind your final work

For writers, students, researchers, and professionals attesting to ownership of the final work without exposing private process. You select a responsibility statement and a disclosure scope; the receipt records that you take responsibility, not how you got there.

3 · Private Draft Vault

Preserve drafts on your device

For writers and creators preserving drafts, outlines, and revisions with cryptographic timestamps, separating private process records from public authorship receipts. Local-first storage with encryption at rest and user-controlled deletion. PLENA holds the proof structure; you hold the content.

4 · AI False Accusation Defense Packet

Answer a detection-based accusation

For users facing AI-detection-based accusations, assembling process indicators, prior writing samples, policy context, detector-result analysis, and appeal-letter material. AI-detection results can be contested, especially when used alone; PlenaProof helps you assemble the contesting material without surrendering your private drafts.

5 · Disclosure-Minimization Assistant

Disclose only what the rule requires

For users facing disclosure demands, helping identify what a legitimate rule actually requires and document a proportionate response. Records the demand, the stated basis, and your reply — so an overreaching demand and a reasonable answer are both on the record.

6 · Institutional AI Use Policy Kit

Build proportionate, equitable policy

For schools, publishers, and employers building proportionate, equity-respecting AI-use policies with receipt-grammar audit trails. Replace crude disclosure demands and detector-only enforcement with documented, reviewable process.

Receipt families

All individual-side receipts respect the privacy-safe architecture: PLENA signs proof structure, never content.

Individual-side receipts

  • Human Responsibility Receipt — attests to ownership of the final work.
  • AI Use Privacy Check Receipt — attests that a privacy check was run.
  • Disclosure Demand Receipt — records a demand and the user's response.
  • Private Draft Receipt — privacy-safe, content-free proof of authorship process.
  • False Accusation Response Bundle — a composite of existing receipt types, anchored on the Private Draft Receipt chain.

Institutional-side receipts

  • AI Use Policy Receipt — the institution publishes its policy with timestamped commitments.
  • Proportionate Disclosure Review Receipt — the institution attests to having reviewed a disclosure demand for proportionality.
  • Equity Review Receipt — the institution attests to having considered disparate impact on protected populations.

Built on existing PLENA infrastructure

No new platform, no new agents — the position is assembled from vocabulary PLENA already has.

Frozen PLENA Proof Agents layerORIGINAPROVAPLENA CONSERVAPLENA SIGILLAAEQUITALEGIBLA

  • ORIGINA — priority and authorship records.
  • PROVA — structured evidence-packet assembly.
  • PLENA CONSERVA — long-term preservation.
  • PLENA SIGILLA — cross-border sealing.
  • AEQUITA — rights, fairness, correction, and deadline-awareness support (not legal advice).
  • LEGIBLA — plain-language legal-readiness and rule-awareness support (not legal advice).

Standards-vocabulary references

Routing terms buyers recognize — informational only.

FERPAHIPAAGDPR Art. 6/9EU AI ActADA / Section 504Title IX implicationsAcademic integrity policiesJournal AI disclosure policies (Nature, Science, Cell, NEJM, JAMA, Elsevier, Springer Nature, Wiley)Authors Guild model contractsPEN America guidance

References to laws, standards, or publisher policies are informational routing terms only. They do not mean PlenaProof provides legal compliance, legal advice, or official policy interpretation. Legal review still required before deployment of any standards-vocabulary table on a public page.

What PlenaProof is, and is not

The same boundary carried across the doctrine and every Private-AI-Use surface.

PlenaProof does not help users violate school, employer, publisher, client, professional, or legal rules. PlenaProof does not guarantee anonymity, cybersecurity protection, legal compliance, academic acceptance, publication acceptance, employment protection, or successful appeal. PlenaProof does help users protect private process data, document human responsibility, respond to false accusation, and disclose only what a legitimate rule actually requires.

If an institution or publisher has a valid rule requiring AI-use disclosure, PlenaProof helps the user understand and document that rule and disclose proportionately. PlenaProof does not help users submit false attestations.

Receipt grammar, not verdict grammar. PlenaProof records what was attested, checked, demanded, and answered; it does not rule on truth and promises no specific outcome with any specific institution.