1. Purpose and Scope

The Digital Presence Integrity Framework (DPIF) establishes a governance standard for digital representations that replicate, simulate, or extend a real person's identity. As technologies such as AI-generated avatars, voice clones, and digital twins become widely available, they introduce risks that existing governance structures were not designed to address.

DPIF provides a structured, auditable set of controls to ensure that digital presences remain accurate, consensual, transparent, and accountable. It is designed to operate across jurisdictions and technology platforms, providing a universal governance layer regardless of the underlying implementation.

1.1 What DPIF Covers

• AI avatars and digital replicas of real people
• Voice clones used in customer service, content creation, or personal representation
• Digital twins deployed in professional, commercial, or public-facing contexts
• Any system that presents itself as, or could reasonably be mistaken for, a specific real person

1.2 What DPIF Does Not Cover

• Fictional characters with no real-world counterpart
• Generic AI assistants that do not represent a specific individual
• Anonymised or aggregated data representations

1.3 Intended Audience

DPIF is designed for platform operators, compliance teams, regulators, standards bodies, researchers, and individuals (principals) whose identity may be digitally represented. The framework operates at the governance layer and does not prescribe specific technology implementations.

2. Problem Statement

Current governance approaches fail to address the specific risks created when a real person's identity is replicated at scale. Key failure points include:

• Identity Distortion: Digital representations may diverge from the principal's actual views, mannerisms, or values without detection or correction.
• Consent Gaps: Existing consent models (such as terms of service or one-time permissions) are insufficient for ongoing, dynamic digital representation.
• Authority Misuse: A digital presence may exercise influence or make commitments that the principal did not authorise.
• Accountability Gaps: When a digital presence causes harm, current systems often lack clear attribution of responsibility between the principal, the operator, and the platform.
• Lifecycle Gaps: No established governance exists for what happens to a digital presence when the principal becomes incapacitated or dies.

DPIF addresses each of these failure points through a structured system of pillars, controls, and lifecycle management.

3. Guiding Principles

The following principles inform every aspect of the framework's design:

1. Principal Sovereignty: The real person (principal) retains ultimate authority over their digital representation at all times.
2. Non-Deception: No person interacting with a digital presence should be misled about its nature.
3. Proportional Governance: Controls scale with the risk and impact of the deployment context.
4. Auditability: Every action taken by or through a digital presence must be traceable to an accountable party.
5. Interoperability: The framework must function across platforms, jurisdictions, and technology stacks without requiring a specific implementation.
6. Evolutionary Design: The framework must be able to evolve as technology and social norms change, without requiring wholesale replacement.

4. Framework Architecture

DPIF is structured in three layers:

Layer 1: Governance Pillars

Seven governance domains that define what must be governed. Each pillar addresses a distinct governance concern and maps to specific controls.

Layer 2: Control Architecture

A system of Contextual Performance Controls (CPCs) and Systemic Performance Controls (SPCs) that define how governance is implemented. CPCs address context-specific risks; SPCs ensure system-wide governance infrastructure.

Layer 3: Lifecycle and Operations

Processes that govern how digital presences are created, deployed, maintained, and retired. This includes deployment lifecycle states, inter-deployment conflict resolution, and posthumous governance.

5. Seven Governance Pillars

Each pillar defines a governance domain. Together, they provide comprehensive coverage of the risks associated with digital presence deployment.

Pillar 1 — Consent and Authority

No digital presence may be created or operated without explicit, informed, ongoing consent from the principal. Consent must be specific (not bundled), revocable (with practical effect), and documented (with audit trail). The principal retains the right to withdraw consent at any time, triggering an orderly shutdown of the digital presence.

Pillar 2 — Fidelity and Integrity

A digital presence must accurately represent the principal. This includes visual appearance, voice, communication style, and the substance of any statements or positions attributed to the principal. Drift from the principal's actual characteristics must be detected and corrected.

Pillar 3 — Transparency and Disclosure

Any person interacting with a digital presence must be clearly informed that they are not interacting with the real person. Disclosure must be prominent, not buried in terms of service or fine print. The disclosure requirement applies regardless of the context or platform.

Pillar 4 — Scope and Behavioural Boundaries

Every digital presence must operate within defined behavioural boundaries. These boundaries specify what the digital presence is authorised to do and say, and what is explicitly prohibited. Boundary violations must be logged and escalated.

Pillar 5 — Accountability and Audit

Every action taken by a digital presence must be attributable to a responsible party. The framework requires audit trails, incident response procedures, and clear chains of accountability between the principal, operator, and platform.

Pillar 6 — Continuity and Succession

Governance must address what happens when the principal becomes temporarily or permanently unavailable. This includes incapacitation, death, and scenarios where the principal's wishes must be interpreted in new contexts. Succession planning must be documented before deployment.

Pillar 7 — Dispute Resolution

When conflicts arise between principals, operators, platforms, or affected third parties, the framework requires structured resolution pathways. This includes inter-deployment conflicts (where one principal's digital presence conflicts with another's) and intra-deployment disputes.

6. Control Architecture

The DPIF Control Model defines two categories of controls:

6.1 Contextual Performance Controls (CPCs)

CPCs are controls that must be evaluated in the context of each specific deployment. A CPC that is fully satisfied in one deployment context may require different implementation in another. CPCs use a non-compensatory failure model: failure on any single CPC results in certification failure regardless of performance on other controls.

6.2 Systemic Performance Controls (SPCs)

SPCs are infrastructure-level controls that apply across all deployments. They ensure the governance system itself is functioning correctly.

6.3 Non-Compensatory Failure Model

DPIF uses a non-compensatory failure model for CPCs. This means that failure on any single CPC results in overall certification failure, regardless of how well the deployment performs on other controls. Strong performance on transparency controls cannot compensate for failure to obtain informed consent, for example. SPCs are assessed separately and contribute to the overall governance maturity score.

7. Context Risk Classification

Not all digital presence deployments carry the same risk. A digital avatar used for internal training carries different governance requirements than one making financial recommendations to the public. The Context Risk Classification Annex defines four risk tiers:

Higher risk tiers require more stringent control implementation, more frequent audits, and lower tolerance for control deviations. The risk tier assigned to a deployment determines the minimum acceptable scores on both CPC and SPC assessments.

8. Deployment Lifecycle

Every digital presence under DPIF governance passes through a defined set of lifecycle states. The Deployment Lifecycle Specification defines these states and the conditions required to transition between them.

9. Inter-Deployment Conflicts

When multiple digital presences operate simultaneously, conflicts may arise. The Inter-Deployment Conflict Resolution Framework addresses four categories of conflict:

The resolution framework establishes clear precedence rules: principal sovereignty takes precedence over operator convenience; safety takes precedence over availability; and the most restrictive applicable standard governs in cases of jurisdictional conflict.

10. Posthumous and Incapacitated Principal Governance

DPIF addresses a governance gap that most existing frameworks ignore: what happens to a digital presence when the principal can no longer provide ongoing consent or oversight.

10.1 Incapacitation

When a principal becomes temporarily or permanently incapacitated, governance authority transfers to a designated successor (if one has been appointed) or the deployment enters Suspended state. The incapacitated principal's prior directives remain in effect unless a successor with documented authority modifies them.

10.2 Posthumous Operation

Posthumous operation of a digital presence is permitted only when:

• The principal provided explicit, documented consent for posthumous operation during their lifetime
• A designated successor or estate executor has been appointed with governance authority
• The deployment's scope is restricted to the boundaries defined by the principal before death
• Clear disclosure indicates that the principal is deceased

10.3 Default Position

If no posthumous governance plan exists, the default position is that the digital presence enters Suspended state upon the principal's death and proceeds to Revoked after a defined waiting period. This default protects against unauthorised posthumous use while allowing estate representatives time to assess the situation.

11. Scoring and Certification

The DPIF Scoring Rubric defines how deployments are assessed against the control framework.

11.1 CPC Assessment

Each CPC is scored on a pass/fail basis in the context of the specific deployment. The non-compensatory model means all CPCs must pass for certification. Partial compliance is documented but does not contribute to a passing score.

11.2 SPC Assessment

SPCs are scored on a maturity scale (1–5) reflecting the sophistication and reliability of the underlying infrastructure. Minimum SPC scores are determined by the deployment's risk tier:

11.3 Certification Outcome

A deployment is certified when all CPCs pass and all SPCs meet the minimum score for the deployment's risk tier. Certification is valid for the period defined by the re-assessment frequency. Failure to re-assess within the required timeframe results in automatic suspension.

12. Governance and Versioning

DPIF itself is subject to governance. The framework uses semantic versioning (major.minor.patch) and maintains a public change log.

12.1 Change Categories

• Major versions (e.g., v1.0 → v2.0): Structural changes to the control architecture or pillar definitions. Require re-certification of all active deployments.
• Minor versions (e.g., v1.0 → v1.1): Refinements to existing controls, new guidance, or additional context classifications. Existing certifications remain valid with noted updates.
• Patch versions (e.g., v1.0.1): Corrections, clarifications, or editorial changes. No impact on certification status.

12.2 Instrument Hierarchy

The normative instruments published under DPIF follow a defined hierarchy:

1. Control Model (apex document) — defines the complete control architecture
2. Annexes — extend the Control Model with classification systems and reference data
3. Specifications — implement specific control requirements with detailed procedures
4. Assessment Instruments — tools for evaluating compliance (rubrics, checklists)

In the event of conflict between instruments, higher-level instruments take precedence.

13. Closing Statement

The Digital Presence Integrity Framework exists because the technology to replicate human identity at scale has outpaced the governance structures needed to manage it responsibly. DPIF does not seek to prevent innovation. It seeks to ensure that as human presence becomes scalable, identity, consent, and accountability do not erode.

This white paper provides an overview of the framework's purpose, architecture, and key mechanisms. The normative requirements are defined in the DPIF Control Model v1.1 and its associated instruments, which are maintained as living documents and updated as the technology and regulatory landscape evolves.

DPIF is published under a CC BY-SA 4.0 licence. Contributions, feedback, and adoption are welcomed.