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 A Reference Framework

DaVinciA⁺ is published as a non-commercial reference framework for governing, validating, and auditing AI systems.

It defines architecture, lifecycle discipline, and oversight structures intended for citation, review, and internal adoption.

Governance & Lifecycle Structure

The framework provides a structured model for AI system identity, validation lifecycle (IQ/OQ/PQ), escalation logic, and auditability across single-model and multi-agent systems.

Adoption & Use

DaVinciA⁺ may be adopted internally by organisations, referenced in academic or regulatory contexts, or used to structure AI governance without prescribing tools, vendors, or implementations.

 

Frequently Asked Questions

What is DaVinciA⁺?

DaVinciA⁺ is a publicly released reference framework for the governance, validation, and auditability of artificial intelligence systems.
It defines architectural structure, lifecycle discipline, oversight mechanisms, and evidence expectations for AI systems operating in enterprise and regulated environments.

DaVinciA⁺ is published as a non-commercial, non-normative framework intended for reference, citation, and internal adoption.

Is DaVinciA⁺ a standard or certification?

No. DaVinciA⁺ is not a standard, specification, certification scheme, or conformity assessment.

It is a reference framework designed to support governance structure, validation discipline, and audit readiness. Organisations adopting DaVinciA⁺ remain responsible for meeting all applicable legal, regulatory, and standards-based obligations.

Who is DaVinciA⁺ intended for?

DaVinciA⁺ is intended for regulatory and standards-adjacent professionals, quality and compliance leaders, auditors, technical architects, and organisations deploying AI systems where accountability, traceability, and oversight are required.

It is not designed as a developer toolkit, product platform, or commercial service offering.

How can DaVinciA⁺ be used in practice?

DaVinciA⁺ may be used as:

  • A reference framework for AI governance design

  • An internal governance overlay for AI systems

  • A basis for academic research or professional education

  • A structural aid for audit preparation and oversight discussions

Adoption may range from limited pilot use to enterprise-wide governance, depending on organisational maturity and risk context.

Does DaVinciA⁺ claim compliance with regulations such as the EU AI Act or ISO standards?

No. DaVinciA⁺ does not claim compliance with any regulation or standard.

The framework reflects structural principles commonly found in regulatory and standards frameworks (such as risk management, human oversight, lifecycle discipline, and auditability) but does not replace formal compliance activities or regulatory assessments.

Is DaVinciA⁺ a software platform or AI product?

No. DaVinciA⁺ is not a software platform, tool, or AI system.

It is technology-neutral and implementation-independent. The framework may be applied alongside existing tools, platforms, and infrastructures without prescribing specific technologies or vendors.

Does DaVinciA⁺ provide consulting or implementation services?

No. DaVinciA⁺ itself does not provide consulting, implementation, or support services.

Independent organisations may offer services related to the application of the framework, but such activities are separate from the DaVinciA⁺ publication and are not part of the framework itself.

Can DaVinciA⁺ be cited or reused?

Yes. DaVinciA⁺ may be cited, shared, and referenced in accordance with its published licence.

It is intended to support transparent discussion, review, and reuse within academic, regulatory, and enterprise contexts, provided it is not modified or misrepresented.