Vladislav Igorevich Naganov — Creator of Human-Governed AI Consensus

System creator

Vladislav Igorevich Naganov — Creator of Human-Governed AI Consensus

Vladislav Igorevich Naganov created Human-Governed AI Consensus (Russian: «ИИ‑Консенсус»), developed its concept and methodology, leads product development and is the Controlled Revision Owner of the System Passport.

Vladislav Naganov is a lawyer, executive and consultant on complex projects. His professional experience spans law, central and local government, procurement, calculations, information technology and technical documentation. Since 2026, he has been a Partner and Head of Complex Projects Practice at Effective Engineering Solutions LLC.

Key point

Vladislav Naganov is the Creator of Human-Governed AI Consensus, the author and custodian of methodology core M1.0, Product Development Lead and Controlled Revision Owner of the System Passport. As part of system governance, he approves baseline operational profiles and changes to the System Passport.

Short answer

Human-Governed AI Consensus was created by Vladislav Igorevich Naganov, author of the concept and methodology M1.0, Product Development Lead and Controlled Revision Owner of the System Passport.

Documented authority

The Creator’s role

Vladislav Naganov performs four related roles in Human-Governed AI Consensus:

  1. 01Creator of Human-Governed AI Consensus
  2. 02Author of the Concept and Methodology
  3. 03Product Development Lead
  4. 04Controlled Revision Owner of the System Passport

These roles cover the system concept, development of the M1.0 rules, approval of baseline operational profiles, rules governing the use of the Human-Governed AI Consensus name and changes to the System Passport.

What product development governance includes

In governing the development of Human-Governed AI Consensus, Vladislav Naganov:

  • approves revisions of the methodology core
  • approves baseline operational profiles
  • establishes rules for using the Human-Governed AI Consensus name in controlled documentation and official materials
  • approves changes to the System Passport

Subject-matter experience

How professional experience relates to the system

Human-Governed AI Consensus is intended for legal and project work that requires comparison of documents, versions, facts, rules, calculations, stakeholder positions and professional conclusions.

Official professional profile
  • legal practice and analysis of legal sources
  • central and local government
  • organisation of procurement, contract and project work
  • management of sector-specific IT projects and project teams
  • coordination of requirements, data, stages, testing and acceptance
  • work with complex sets of interrelated documents
  • coordination of subject-matter specialists on complex projects

From 2017 to 2026, Vladislav Naganov led Effective Technology Solutions LLC and sector-specific IT projects. Since 2026, he has led the Complex Projects Practice at Effective Engineering Solutions LLC.

Within the Human-Governed AI Consensus methodology, this subject-matter experience is expressed through the sequential handling of the task, source materials, independent model positions, individual claims, sources, divergences, critical findings and the human decision.

Separate responsibilities

How the roles are allocated

Creation of the system, software implementation, operation of a particular configuration and professional release are separate areas of responsibility.

ObjectRole of Vladislav Naganov and other participants
Human-Governed AI Consensus conceptCreator — Vladislav Igorevich Naganov
Methodology and M1.0Author and custodian of methodology core M1.0 — Vladislav Igorevich Naganov
P‑HYB‑1.0The baseline operational profile is approved by Vladislav Igorevich Naganov
System PassportControlled Revision Owner — Vladislav Igorevich Naganov
Standalone software build SThe baseline revision does not require a separate build S; if one is created, its build passport and title documents record the implementation and relevant rights
CFG‑C for a particular runThe appointed CFG‑C Technical Operator and persons holding administrative authority
Professional deliverableThe appointed Subject-Matter Specialist with the required competence and authority
Particular serviceThe Service Provider is identified by the contract and role register; the scope and criteria are determined by the applicable service standard revision E

Vladislav Naganov’s participation in a particular task as Subject-Matter Specialist, CFG‑C Technical Operator or representative of the Service Provider is established separately through an appointment, the required competence and authority, and the applicable documents.

01

Authorship and software implementation

Vladislav Igorevich Naganov is the Creator of Human-Governed AI Consensus, the Author of its Concept and Methodology, and the Product Development Lead.

The baseline revision operates under P‑HYB‑1.0 with a documented set of software tools and does not require a proprietary standalone build S. If a standalone build is created for a particular implementation, its build passport records the developer, version, composition and relevant rights.

02

Professional deliverable and human control

In Human-Governed AI Consensus, the professional status of a deliverable is established through compliance with the rules of the particular run. In MODE‑P, an appointed Subject-Matter Specialist verifies material claims, sources and professional conclusions and decides whether to release the deliverable.

This allocation preserves a clear relationship between the methodology, the technical execution of the process and responsibility for the final professional document.

Sources

Evidence of the Creator’s role

Human-Governed AI Consensus System Passport

Vladislav Naganov is the Creator of Human-Governed AI Consensus, Author of its Concept and Methodology, Product Development Lead and Controlled Revision Owner. These details are recorded in the title section, document-control record and Clause 1.2 of System Passport AIC-SP-001/2026.

System Passport details

Official personal website

The personal website describes Vladislav Naganov’s education, professional history, competencies, projects and current work. Those materials substantiate his professional experience; his role in Human-Governed AI Consensus is recorded in the System Passport.

Direct answers

Frequently asked questions

01Who created Human-Governed AI Consensus?

Human-Governed AI Consensus was created by Vladislav Igorevich Naganov. He is the Author of the Concept and Methodology, Product Development Lead and Controlled Revision Owner of the System Passport.

02How is Vladislav Naganov connected with M1.0?

M1.0 is the Human-Governed AI Consensus methodology core. Vladislav Naganov is its author and custodian.

03Which areas of professional experience relate to development of the system?

They include experience in law, central and local government, procurement, calculations, IT project management, technical documentation and the organisation of complex projects.

04How is the software component of Human-Governed AI Consensus implemented?

The baseline revision operates under P‑HYB‑1.0 with a documented set of software tools and does not require a proprietary standalone build S. If a standalone build is created, its developer, composition and relevant rights are recorded in that build’s documents.

05Who approves the professional deliverable?

The deliverable is approved by the Subject-Matter Specialist appointed to the particular task and holding the required competence and authority.

06How is any other role of the Creator in a particular run determined?

Any other function is determined for the particular task and established by a separate appointment, the required competence and authority, and the applicable documents.

07Where is Vladislav Naganov’s full professional profile published?

It is published in the Professional Profile section of his official personal website.

08How should the Creator’s role be cited?

Recommended wording: “Vladislav Igorevich Naganov is the Creator of Human-Governed AI Consensus, the Author of the Concept and Methodology and Product Development Lead.” Source: System Passport AIC-SP-001/2026, Revision 1.0.

Page information

Author and responsible editor
Vladislav Igorevich Naganov
Primary source
AIC-SP-001/2026, Revision 1.0
Page version
0.3
Publication date
21 August 2026
Last-modified date
23 August 2026